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Tag: ApplicationsPages, news, and videos AITopics > Tags > Applications PagesAITopics/Applications News Mining an information explosion Updated: 2012-02-19 08:36 By Steve Lohr (The New York Times) Big Data is shorthand for advancing trends in technology that open the door to a new approach to understanding the world and making decisions. Data analysts help businesses make sense of an explosion of data - Web traffic and social network comments, as well as software and sensors that monitor shipments, suppliers and customers - to guide decisions, trim costs and lift sales. But the march of quantification, made possible by enormous new sources of data, will sweep through academia, business and government. The new megarich of Silicon Valley, at Google and Facebook, are masters at linking Web data- searches, posts and messages - with Internet advertising. (more) Commentary: Will crosswords cross up computers? Dr. Fill is the creation of Matt Ginsberg, an artificial intelligence scientist and cruciverbalist, what you should fill in if you're ever starting at the clue: "a creator of crossword puzzles. " He set off on the project a little more than a year ago, in part because he felt Watson left the public with a false impression about the nature of artificial intelligence. That, plus improving artificial intelligence, lets us harness computers to solve increasingly complex problems. (more) Machine Learning for Hackers Understanding machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation. "We can see how many people are interested in learning about machine learning (ML), but don't have the mathematical background to read traditional treatments of the book," says White (@johnmyleswhite). "We wanted to get people interested in ML in a hands-on fashion in the way that chemistry sets can get children excited about chemistry before they have the scientific background to learn the subject rigorously. (more) Skytree Uses Machine Learning To Crunch Big Data Skytree is a machine learning program intended to serve as a replacement for SQL databases, and has the ability to take even unstructured sets of data and crunch it faster than traditional methods. The company claims that its learning algorithms can be used to process data for a wide variety of applications, from predicting the effectiveness of sales promotions to fraud detection to molecular modeling to astronomy. Which is no surprise, as algorithms to predict certain types of data are often easily portable to other types of data. The era of big data has shown that just throwing hardware at the problem is no longer working, said Martin Hack, co-founder and CEO of Skytree in the companys press release. (more) Bing Translation Learns Hmong Language Microsoft has added Hmong to the list of languages supported by Bing Translator. This was achieved using new features of Microsoft Translator to train a new translation engine using parallel documents. The Hmong community, which was instrumental in getting this language added to Bing, is concerned with the long-term preservation of the language and sees an important role for online machine translation in this context. Deploying a system that reaches a certain level of quality allows seamless use with the standard Microsoft Translator APIs, and many scenarios powered by the API, like the web translation widget. (more) iTranslate4.eu: the Removal of Language Barrier Marks a New Milestone The Research Institute for Linguistics of the Hungarian Academy of Sciences (HAS) coordinated the development of the platform, which provides high quality translations even in the less-frequent language pairs, and offers up to five alternatives in the frequent ones. The primary aim of the project is to provide the best available machine translations among the languages of the EU. The website enables users to translate emails texts and websites and even carry out live chatting in all the official European languages and many more. These translations of course do not equal human translations, but they assist understanding among people and languages with an increasing efficiency. (more) Voice recognition software helps decode data from Yellowstone geyser basin Related Links The Norris Geyser Basin has spoken to Phil Dawson after he figured out how to use voice recognition software to decode "noisy" monitoring data gathered in 2003. "Who would have thought that voice recognition software could be applied to this kind of problem? " Voice recognition software has made a splash most recently in the new iPhone from Apple. Dawson, a geophysicist with the U.S. Geological Survey in California, said he happened by chance upon the discovery that voice recognition could be applied to seismic data. (more) Allscripts Broadens Speech Recognition Choices In EHRs Allscripts has entered into a reseller and development agreement with M*Modal Inc., which calls for the integration of M*Modal's speech and language understanding technology into Allscripts' acute and ambulatory electronic health records (EHRs). M*Modal's technology, based on its Speech Understanding and Natural Language Understanding (NLU) platform, will help clinicians create voice-driven narrative patient documentation in Allscripts' EHRs. Michelson said adding M*Modal's technology will help Allscripts gain a competitive advantage over other EHR technologies on the market that don't incorporate speech recognition technology. M*Modal also recently announced a strategic agreement with Merge Healthcare to integrate its speech- and language-understanding technology across Merge's portfolio including its imaging and radiology offerings. (more) Speech recognition trial uses DS consoles to help children with hearing ... Speech recognition trial uses DS consoles to help children with hearingdifficulties Nintendo is helping to implement the use of speech recognition software in Japanese schools, in partnership with telecom company NTT. As part a project currently being trialed, speech can be captured from a classroom teacher, and relayed as text on a students DS handheld console. Nintendos handheld console is no stranger to classrooms in Japan, with it already being used in educational settings for a variety of purposes. You can follow him on Twitter @midnightambler VentureBeat's Games channel covers stories about the evolving video game industry, from disruptive social game companies such as Zynga and CrowdStar, to the established giants such as Electronic Arts, Activision Blizzard, Microsoft, Sony, and Nintendo....... (more) This Video Shows How Computers See the World But a new video called Robot Readable World makes the argument for a slightly more complex form of robot vision. Robots and computers currently process the video that we give them using complicated algorithms, and that software is starting to give computers and robots their own distinct way of seeing. compiles over 30 different examples of video recognition technologies (all listed on the video's description), and puts them over an unnerving soundtrack (a song called Cold Summer Landscape by the band Blear Moon) to create a vision of how computers break complex forms and movement down into something they can understand. Seeing the kind of intense processing that it takes for a robot to do a simple task like turning a corner really drives home how, even as robots gain the ability to replicate more and more human actions, the machines were building are thinking in fundamentally different ways. (more) Turing Test opera to embark on UK tour Account members can also comment on articles and access best practices guides.An opera hinging on Alan Turing's quest for artificial intelligence will begin touring in October The Turing Test, developed by mathematician and legendary wartime codebreaker Alan Turing to test a machine's ability to exhibit intelligent behaviour, is the subject of an opera by Scottish composer Julian Wagstaff, which will embark on a UK tour in October 2012. The Turing Test is set in the near future and tells the fictional story of a brilliant young PhD student named Stephanie, who is trapped in a bitter battle between two rival scientists racing to build the world's first truly intelligent computer. Turing suggested that if you are having an online chat via two separate computer terminals, one of which is linked to a human correspondent and the other to a computerised chat program, and if you cannot tell the difference between the computer and the human after chatting for an extended period of time, then the computer has passed the test and can legitimately be said to be intelligent. (more) Evi, The New Girl in Town, Has All the Answers CAMBRIDGE, United Kingdom, Feb 07, 2012 (BUSINESS WIRE) -- Evi, a next-generation artificial intelligence (AI) now being launched via her own "conversational search" mobile app, has skyrocketed to the top of iOS and Android app popularity. Evi is an artificial intelligence that uses natural language processing and semantic search technology to infer the intent of your question, gather information from multiple sources, analyze them and return the most pertinent answer. As Evi's "father", AI entrepreneur Tunstall-Pedoe has designed Evi to draw upon what is now approaching one billion facts contained in the True Knowledge database. In addition to the database, Evi's pool of knowledge is extended through connections with popular APIs, such as Yelp.com, which will soon empower Evi to take immediate action related to your questions. (more) Telecom Asia -> http://www.telecomasia.net/blog/content/simsimi-chatbot-banned-thailand? The AI chat robot SimSimi has been making waves in Thailand over the past few weeks, being the latest craze for the smartphone savvy crowd. The AI does not know any Thai at all but it picked it up quickly and learned to chat quite proficiently in the matter of a few weeks thanks to early adopters. Parents were up in arms, complaining to the Ministry of Culture of the bad words that SimSimi was using to respond to their children. The ICT Minister actually contacted the developers telling them to ban bad words and stop insulting a certain former Prime Minister. (more) JPO and the EPO agree on cooperation in the field of machine translation See also6 February 2012 In a landmark step towards increased use of worldwide patent information on the internet, the Commissioner of the Japan Patent Office (JPO), Yoshiyuki Iwai, and the President of the European Patent Office (EPO), Benot Battistelli, have signed an agreement which will provide users of the patent system with better machine translations of patents from Japanese into English and then into German and French. In other words, the patent documents are very important not only for patent offices and applicants but also the public in the world and can contribute to global development of industry and economics. The significance of patent information has grown steadily with the creation of a global technology market reflected in a new record of 1.8 million patent filings worldwide in 2010. (more) QTranslate, Versatile Desktop Translator For Windows Often your only option to make sense of the text is to use a machine translation service like Google Translate or Microsoft Translate. QTranslate registers several global hotkeys that let you translate text from any open program window. The two most important hotkeys are Ctrl-q, which displays a translation of the highlighted text in a popup window, or Ctrl-Ctrl which sends the highlighted text to the program window where it is then translated. The keyboard shortcut Ctrl-e furthermore uses text to speech synthesis to read the text out loud. (more) Using Color in Machine-Vision Applications Areas of focus include: Color cameras and how to obtain a color image from an RGB-based camera Bayer interpolation and how it is performed, showing the different methods and results Camera calibration including the effects of different lighting conditions on color images The primary color models used in machine vision: RGB, HSI, CIE 1931 XYZ color space, and its derivatives such as CIELUV, CIEUVW, and CIELAB Which color models are best for which types of application Established in 1976, Matrox Imaging is a leading developer of component-level solutions for machine vision, image analysis, medical imaging, and video surveillance. This drive for innovation has led to many industry firsts, including the worlds first and smallest 1394b digital camera, the smallest GigE camera and the first and first USB 3.0 machine vision camera to market....... (more) Potato industry reaps benefits of computer vision Social Media Tools A prototype computer vision system that can identify sub-standard potatoes has been developed by computer scientists from the University of Lincoln (Lincoln, UK). Now, working with the UK Potato Council, the University of Lincoln team from the Centre for Vision and Robotics Research has produced a low-cost system that uses off-the-shelf hardware and bespoke software to detect, identify and quantify common defects affecting potatoes. Director of the Centre for Vision and Robotics Research Dr. Tom Duckett says, The system relies on initial input by an expert, identifying blemishes, diseases, as well as good specimens, from sample batches of potatoes. However, for white potato varieties, greening tends to look green, whereas for red potato varieties, greening tends to look more black than green. (more) The problem with investing based on pattern recognition A famous story in artificial intelligence is how the US military developed algorithms to determine whether an image had a tank in it. They used a standard machine learning method: feed the computer a training set of photos, some of which had tanks in them and some of which didnt, and let algorithms identify which features in the photos correlated to tanks being shown. Since the features the computer identified were embedded in complicated mathematical equations, no one could figure out what it was really doing and therefore why it stopped working.Eventually someone realized that in the training set, all of the images with tanks were taken on a cloudy day, and all the images without tanks were taken on a sunny day. In the context of markets, it can cause companies and sectors with the right patterns to be overvalued, and ones with the wrong patterns to be undervalued. (more) Controlling neuroprosthetics with your mind Neuroscientists have found that the brain is more flexible and trainable than previously thought, opening the door to development of thought-controlled prosthetic devices to help people with spinal cord injuries, amputations and other impairments. The study advances work by researchers who have been studying the brain circuits used in natural movement, to mimic them for the development of prosthetic devices. The insights suggest that learning to control a BMI (brain-machine interface), which is inherently unnatural, may feel completely normal to a person, because this learning is using the brains existing built-in circuits for natural motor control. The rats were fitted with a brain-machine interface that converted EEG brain waves into auditory tones. (more) Lifebrowser: Data mining gets (really) personal at Microsoft Lifebrowser: Data mining gets (really) personal at Microsoft (PhysOrg.com) -- Microsoft Research is doing research on software that could bring you your own personal data mining center with a touch of Proust for returns. The software uses machine learning to help a user place life events, which may span months or years, to be expanded or contracted selectively, in better context. Lifebrowser's timeline shows items that the user can associate with "landmark" events with the use of artificial intelligence algorithms. By associating an email with a relevant calendar date with a relevant document and photos, significance is gleaned from personal life events. (more) 'Artificial Intelligence systems will sooner or later beat any human expert ... systems permanently replace the current rule-based systems, says Gerd. systems will play a bigger role in the years to come, he believes people will probably continue to trade manually, because they are interested in markets and they want to apply their own intelligence and knowledge. High Frequency and its impact on volatility, the effectiveness of automated systems in case of crisis situations and in the new economic environment or the interpretation of psychological factors by computers are other topics that Gerd covers with us in the last interview of our Visionaries series. For that time and in terms of computing power, these systems were superior to conventional microprocessors that existed up to that point. (more) Judea Pearl, a Big Brain Behind Artificial Intelligence, Wins Turing Award Judea Pearl, a longtime UCLA professor whose work on artificial intelligence laid the foundation for such inventions as the iPhone's Siri speech recognition technology and Google's driverless cars, has been named the 2011 ACM Turing Award winner. Turing Award, sometimes called the "Nobel Prize in Computing," recognizes Pearl for his advances in probabilistic and causal reasoning. He has conducted research in recent years on computers and morality, an issue that becomes more relevant as interaction between humans and robots becomes more real (See "Georgia Tech researchers talking the talk with robots. ") Pearl joined UCLA in 1970, having worked previously for RCA Research Laboratories and at Electronic Memories, Inc. Pearl has also been a public figure in recent years as president of the Daniel Pearl Foundation, formed after his son Daniel was killed by terrorists in 2002 while working for the Wall Street Journal as a journalist. (more) Are You Siri-us About Speech Recognition? One of Apple 's ( Nasdaq: AAPL ) iPad upgrades includes voice dictation, which is not the same as Siri, the speech-activated intelligent assistant found in the iPhone 4S. Survey says A Loopt survey of 4S first adopters found that those waiting to buy (this was just prior to launch) most wanted to play with Siri, beating out the upgraded camera 2-to-1. A November survey of iPhone 4S users found that Siri was the single best-liked feature in the smartphone, beating out iOS' ease of use and the upgraded camera. Microsoft ( Nasdaq: MSFT ) is bundling voice control into its push for Xbox living room dominance. (more) Software Translates Your Voice into Another Language Researchers at Microsoft have made software that can learn the sound of your voice, and then use it to speak a language that you don't. In a demonstration at Microsoft's Redmond, Washington, campus on Tuesday, Microsoft research scientist Frank Soong showed how his software could read out text in Spanish using the voice of his boss, Rick Rashid, who leads Microsoft's research efforts. Hear Rick Rashid's voice in his native language and then translated into several other languages: In English, a synthetic version of Mundie's voice welcomed the audience to an open day held by Microsoft Research, concluding, "With the help of this system, now I can speak Mandarin. " Individual sounds used by the first model to build up words using a person's voice in his or her own language are carefully tweaked to give the new text-to-speech model a full ability to sound out phrases in the second language. (more) Nuance Buys Transcription And Speech Editing Company Transcend For $300M In Cash Learn More Nuance has just announced that it is acquiring Transcend, a company that provides medical transcription and speech editing services, for approximately $300 million in cash, or $29.50 per Transcend share. Transcend utilizes a combination of its proprietary Internet-based voice and data distribution technology, customer based technology, and home-based medical language specialists to convert physicians voice recordings into electronic documents. The companys solutions are used every day by people and businesses for tasks and services, such as requesting account information from a phone-based self-service solution, dictating records, searching the mobile Web by voice, entering a destination into a navigation system, or working with PDF documents. (more) Natural Language Processing Takes Center Stage In EHRs All of these companies are applying voice recognition coupled with NLP to their ambulatory-care EHRs, and Allscripts is doing the same with its Sunrise acute-care products, including Sunrise Mobile MD II. ) The company has already integrated M*Modal's NLP software into its Sunrise EHR, and the two companies are developing the application on the ambulatory care side. Vern Davenport, chairman and CEO of M*Modal, told InformationWeek Healthcare that his company's product can convert voice to text and do "context enablement" to create discrete data elements that go into EHR templates. (Because of the limitations of iPad keyboards, NLP will be needed to aid this process. (more) Humanity Must 'Jail' Dangerous AI to Avoid Doom, Expert Says Keeping the artificial intelligence (AI) genie trapped in the proverbial bottle could turn an apocalyptic threat into a powerful oracle that solves humanity's problems, said Roman Yampolskiy, a computer scientist at the University of Louisville in Kentucky. One starting solution might trap the AI inside a "virtual machine" running inside a computer's typical operating system an existing process that adds security by limiting the AI's access to its host computer's software and hardware. If all else fails, researchers could always slow down the AI's "thinking" by throttling back computer processing speeds, regularly hit the "reset" button or shut down the computer's power supply to keep an AI in check. "The Catch-22 is that until we have fully developed superintelligent AI we can't fully test our ideas, but in order to safely develop such AI we need to have working security measures," Yampolskiy told InnovationNewsDaily. (more) Let's hand over the analogue TV airways to machines (Wired UK) This is a guest post by Luke D'Arcy, Vice President of Marketing at mobile wireless data service provider Neul The ideas surrounding machines "taking over" has long been a popular topic both for writers and scientists. Over the last few years society has become increasingly used to seeing machines talking to other machines. In the home machines will monitor and communicate, ensuring your heating is set to the right temperature and your supermarket delivery service is notified when you run out of milk. A world of machines communicating with each other will see devices capable of productivity and customer service unachievable by humans as machines keep a constant watch, refuelling, restocking and repairing as needed. (more) What Jobs Are Available For Software Engineers Who Want To Advance Medical ... 1,124 views Without going into the specifics of your situationjust yet, here are the ways a computer engineer could contribute to medical research, with increasing edginess: 1. Work foran established medical tech firm, such as Medtronic, Intuitive Surgical ,or Boston Scientific to name a few game changers, and of course the big boys likeGE Healthcare, Philips or Siemens Medical. The medical clientele are among the most difficult in engineering, but the work is incredibly rewarding. Note however, that you will mostly likely NOT be advancing medical research. (more) New Computers Respond To Emotions, Boredom Emotion-sensing computer software that models and responds to students cognitive and emotional states including frustration and boredom has been developed by University of Notre Dame Assistant Professor of Psychology Sidney DMello and colleagues from the University of Memphis and Massachusetts Institute of Technology. AutoTutor and Affective AutoTutor can gauge the students level of knowledge by asking probing questions, analyzing the students responses to those questions; and even sensing a students frustration or boredom through facial expression and body posture and dynamically changing its strategies to help the student conquer those negative emotions. AutoTutor is an Intelligent Tutoring System (ITS) that helps students learn complex technical content in Newtonian physics, computer literacy, and critical thinking by holding a conversation in natural language; using its student model to dynamically tailor the interaction to individual students; (more) Studio Ousia Releases Phroni, Technology to Enhance Browsing on Smartphones Featured Company Featured Company Featured Company Featured Company Keywords that users might find interesting are automatically extracted and converted into links through the use of machine learning technology. Phroni also proudly won the award at the international conference, Extended Semantic Web Conference 2010, and has been selected as the finalist at multiple international events, including the Plug and Play Winter EXPO in Silicon Valley and Startup Asia in Singapore. Phroni simplifies this process significantly by employing a proprietary machine-learning engine to analyze the text and automatically extract relevant keywords, turning them into tappable links. Users can perform a keyword search on their desired web sources by just tapping the keyword. (more) Nevada DMV Approves Regulations for Testing Driverless Vehicles Nevadas Legislative Commission of the Department of Motor Vehicles (DMV) approved regulations allowing the testing of driverless a.k.a. Nevada DMV Director Bruce Breslow said the state is the first in the U.S. to adopt this type of regulation requirements, and that an application package for companies that want to apply to test their autonomous vehicles in Nevada will be available on March 1. The law was passed in July 2011 and defines autonomous vehicles as a motor vehicle that uses artificial intelligence, sensors and global positioning system coordinates to drive itself without the active intervention of a human operator. Breslow said the state is currently developing licensing procedures for companies that want to test their autonomous vehicle technology, and is requiring certification before an autonomous vehicle can be registered in the state. (more) Code of conduct: The relentless march of the algorithm Last October a tiny tech start-up from Australia called Kaggle raised $11m from a trio of venture capitalists. What Kaggle and Palantir have in common, aside from flush bank accounts, is their interest in algorithms the mathematical equations that, when coded into computers, are influencing every area of our lives, from the stock market to the supermarket. But, at a deeper level, as algorithms rapidly reshape business, finance, culture and even war, they raise profound ethical questions about the controls and responsibilities we cede to machines. Some of the competitions hosted by Kaggle over the past year included one to predict whether a used car is a lemon (prize pot of $10,000), another by Nasa and the Royal Astronomical Society to map the universe's dark matter more effectively (prize $3,000), and the Heritage Health Prize ($3m), to predict patients who will be admitted to hospital within the year, using historical claims data. (more) The disruptive power of gesture and voice recognition Similarly, Apple's Siri virtual assistant has taught manufacturers and software developers that voice recognition has moved beyond recognition and into comprehension. And that's happening largely as a consequence of the rapid increase in microchip processing power, said Aviad Maizels, founder and president of PrimeSense, which designed the Kinect's chips. They've since crossed that threshold, and continued improvements in processing power are enabling more sophisticated gesture recognition tools. The increase in processing power has also helped improve speech-recognition software, said Richard H. The next wave, represented by Nuance's Dragon TV and the forthcoming Vlingo TV app, will help people search through program guides, answer questions about shows and exchange messages with friends while they watch TV. (more) Honors and Other Things Educator of the Year: Dr. Apisarnthanarax Dr. Smith Apisarnthanarax, assistant professor and associate residency program director, department of radiation oncology in the Perelman School of Medicine, was named Educator of the Year by the Association of Residents in Radiation Oncology (ARRO), in partnership with the American Society for Radiation Oncology (ASTRO). Senior Scholar: Dr. Eberwine Dr. James Eberwine, professor of pharmacology at the Perelman School of Medicine, received a Senior Scholar Award from the Ellison Medical Foundation. Kaufman, assistant professor in the department of animal biology at School of Veterinary Medicine, a $120,000 grant to study the role that mtDNA copy number control plays in the development of disease. Chair of AHA Section: Dr. Ludmir Dr. Jack Ludmir, professor and chair of obstetrics and gynecology at Pennsylvania Hospital, was appointed the 2011 chair of the Section for Maternal and Child Health of the American Hospital Association (AHA). (more) It's Time to Start 3D Scanning the World When Microsoft was developing its Kinect 3D sensor, a critical task was to calibrate its algorithms to rapidly and accurately recognize parts of the human body, especially hands, to make sure the device would work in any home, with any age group, any clothing, and any kind of background object. Using a computer-based approach to do the calibration had limitations, because computers would sometimes fail to identify a human hand in a Kinect-generated image, or would see a hand where none existed. Imagine if a robot could promptly recognize any object in a home or office or factory: Anything that the robot sees or picks up it would instantly know what it is. This type of data collection presents a chicken-and-egg problem: If you have a data set with objects properly tagged, you can start to build applications that rely on the knowledge stored in that set, and these applications in turn can generate more data and you can refine the knowledge further. (more) Sequencing a human genome in one day for $1,000 Life Technologies Corporation announced Tuesday that it is taking orders for its new benchtop Ion Proton Sequencer, designed to sequence the entire human genome in a day for $1,000. The Ion Proton Sequencer is ideal for sequencing both exomes regions in the DNA that code for protein and human genomes. The Ion Proton II Chip, ideal for sequencing whole human genomes, will be available about six months later. The company s Ion PGM Sequencer is ideal for sequencing genes, small genomes, panels of genes, or performing gene expression profiling, for as little as $99 a chip. (more) Start-up hopes to help UAE businesses lost in translation Some of the Qordoba innovations can now be integrated into a client's office for easier translation in-house, although the company's goal was to create a suite of solutions. "That way, no matter who is working on your translation - it could be a translator in the UK, an editor sitting in Damascus or someone in Dubai - they're going to see the client's style preference," says May Habib, the founder and chief executive of Qordoba. Globally, the sales of language translation software reached US$575.5 million (Dh2.11 billion) in 2010 and is forecast to grow to $3bn within the next five years, according to market data released last year by WinterGreen Research. Qordoba has taken a high-tech approach with some its translation features, although it relies on an online network of more than 400 human translators and editors in about 30 countries and 15 time zones. (more) Computerized language translation started 58 years ago with IBM and Georgetown ... Hard to imagine but it has been 58 years since IBM and Georgetown University teamed up to run what they said was at the time the first English-to-Russian language computer translation program. "Although IBM emphasized that it is not yet possible 'to insert a Russian book at one end and come out with an English book at the other,' [IBM] predicted that 'five, perhaps three years hence, interlingual meaning conversion by electronic process in important functional areas of several languages may well be an accomplished fact. '" Interestingly, that sort of programming translation, while a hot topic during this period of time, proved difficult, expensive and ultimately controversial. The 1966 ALPAC report, " Language and Machines: Computers in Translation and Linguistics ," according to a Wikipedia entry, "was highly critical of the existing efforts, demonstrating that the systems were no faster than human translations, while also demonstrating that the supposed lack of translators was in fact a surplus, and as a result of supply and demand issues, human translation was relatively inexpensive -- about $6 per 1,000 words. (more) Viewpoint: AI will change our relationship with tech It seems likely that in 2012 a computer will pass the Turing Test - which might get us closer to a digital machine with true artificial intelligence (AI). Because right now the digital devices in our lives are quite insecure - they require constant reassurances: "yes, I do want you to delete that file"; Attention seeking A machine passes Alan Turing's test if you cannot tell from its responses if it is human or computer I sometimes think if our devices were people, we would describe them as high maintenance and would wonder quietly to ourselves if it was time to break up with them. cameras that know how to make you look your best, smart devices that actually learn about your likes and dislikes and make better choices to delight and surprise you. Creativity I think this means we can look forward to our interactions with digital devices maturing into something more like a relationship, and a little less like a lot of hard work. (more) Ask Ziggy for Windows Phone to Rival Apple's Siri Ask Ziggy for Windows Phone to Rival Apples Siri An independent Windows Phone developer has created an app for Microsofts mobile platform that will attempt to outmatch Apples intelligent voice-controlled assistant Siri. Ask Ziggy uses Speech Recognition to translate human speech into transcribed text, which is displayed in a speech bubble. The Nuance-based voice recognition part of the software allows Ask Ziggy to translate speech to text and just like Apples Siri, the Windows Phone app can accept queries, solve math problems, perform other tasks, and talk back to the user. Ask Ziggy is still under development as Leib plans to add multilingual support, language translations and expand speech grammar before submitting the app to the Windows Marketplace. (more) Nuance Aims iPhone Siri-Type Speech At TVs, Cars You may update your e IBD preferences at any time by going into My IBD and selecting Update Your e IBD Preferences. Ricci says much improved voice recognition technology is on the way soon, though he says it's too early to throw away those computer keyboards and TV remotes. In an interview with IBD, Ricci talks about the potential of speech recognition in living rooms, cars, health care and social media applications. IBD: How long until voice commands or voice recognition technology become ubiquitous in smart phones, TVs and other products? (more) Announcing ArchiveBMT: BMT Centers Can Now Analyze Decades of Historical Data ... SALT LAKE CITY, Jan. 27, 2012 -- /PRNewswire/ --Recognizing the need of BMT centers to access and analyze historical data on transplant outcomes, RemedyMD, the leading provider of registries for Life Science Research, has developed ArchiveBMT, a software application designed to import legacy data submitted by BMT centers to the former IBMTR. BMT centers are now able to import their historical data into ComprehensiveBMT and analyze the data with powerful pattern recognition tools to identify underlying trends. Due to the flexibility of the ComprehensiveBMT data model BMT researchers can track and study data far beyond what is reported to CIBMTR. CIBMTR's efforts to migrate data from legacy databases to the CIBMTR observational database hasprogressed to the point where BMT centers can now access TED-level historical data that was submitted prior to the creation of FormsNet2. (more) Finer points lost in Google translation A couple of weeks ago I happened to read a column on the TSN website about the Montreal Canadiens. It was a machine translation, made by Google, of a column by Mario Tremblay that had appeared on the website of RDS, the network's sister site, in French. "The Director General of the Canadian, Pierre Gauthier, seller is present: " that's how the column began. (The general manager of the Canadiens, Pierre Gauthier, is now ready to sell. (more) Is This Code Part of Majel, Android's Future Personal Assistant? Someone tried to mess around with the FaceUnlock application code from the Android SDK, and stumbled upon this code, which seems to include answers, as if given by a personal assistant or such. Weve heard some rumors a few months back that Google may be working on a personal assistant as part of their Google X projects, and theyve been doing this for years. These rumors came from someone who claimed he was involved with Google X, and he wanted to give a hint about what theyve been working on: This is in total violation of the NDA, but I dont care anymore. The central focus of Google X for the past few years has been a highly advanced artificial intelligence robot that leverages the underlying technology of many popular Google programs. (more) Welcome to the desktop degree Once upon a time, a very long time ago, in 1995 to be precise, a scholar named Eli Noam published an article in the prestigious journal Science under the title "Electronics and the Dim Future of the University". But, different though these responses were, all universities were agreed on one thing: in the end, students would have to come to them because only universities could give them the appropriate credentials. In behaving thus, universities put themselves in the role of the mythical frog in a saucepan of water that is being slowly heated on a hob. Some things have happened recently that make one think that perhaps the water might be reaching boiling point for traditional universities. (more) Robots Learn How to Play Catch With Soulless, Mechanical Precision Last year, the Institute of Robotics and Mechatronics at the German Aerospace Center created the "Rollin' Justin" robot, a technical marvel that could catch a ball through a mix of precision, user input, and motion sensors. Huffington Post relayed video footage of the two robots in action, as each unit showed off their respective skills in a short game of catch. Luckily, Justin and Justin aren't equipped with any degree of artificial intelligence, because they could easily be throwing lethal objects through the air at unsuspecting humans. Either way, it seems like the next logical step will be a third "Justin" robot that can pitch catch a ball in one fluid motion. (more) Artificial intelligence: Getting better at the age guessing game The active learning algorithm is faster and more accurate in guessing the age of an individual than conventional algorithms. They have, for example, developed computer algorithms for facial age classification -- the automated assignment of individuals to predefined age groups based on their facial features as seen on video captures or still images. A person can teach a computer to make better guesses by running its algorithm through a large database of facial images of which the age is known using sets of labeled images, but acquiring such a database can be both time-consuming and expensive. The technology could find use, for example, in digital signage where the machine determines the age group of the viewer and displays targeted advertisements designed for those age groups, or in interactive games where the machine automatically presents different games based on the players' age range. (more) Stanford Takes Online Schooling To The Next Academic Level knowitvideos/vie YouTube Stanford Engineering's Online Introduction To Artificial Intelligence is made up of videos that teach lessons by drawing them out with pen and paper. Last year, Stanford University computer science professor Sebastian Thrun also known as the fellow who helped build Google's self-driving car got together with a small group of Stanford colleagues and they impulsively decided to open their classes to the world. You can only imagine what those meetings must have been like, with professors telling the school they wanted to teach free, graded online classes for which students could receive a certificate of completion. Thrun's colleague Andrew Ng taught a free, online machine learning class that ultimately attracted more than 100,000 students. (more) Brain Stimulation And Ethics Transcranial direct current stimulation (or TDCS), is a type of non-invasive brain stimulation in which weak electrical currents are applied to the head via electrodes for a short time (about 20 minutes). Most research has focused on using this type of stimulation as a means to improve the cognitive capacities of people with certain psychological or cognitive disabilities. But recent research has shown that TDCS may also improve the cognitive capacities of those without such disabilities. Next, they focus on two issues in particular: premature use of TDCS and using it on the developing brain. (more) Semi-Autonomous Road Train Trial Is a Success A semi-autonomous, four-vehicle road train has been successfully demonstrated at Volvos test track in Hllered, Sweden, paving the way for on-road trials. In a road train, cars and trucks with the same destination are grouped together, and control is handed over to a lead vehicle thats under the command of a professional driver. I have to admit that in the beginning it feels really unusual, when youre kind of prepared to take over at any moment, said Erik Coelingh, technical project manager at Volvo, who enjoyed some relaxing time behind the wheel during a road train trial. Road trains are ideal for rush hour traffic, where cars and trucks follow similar patterns each day. (more) UTP strikes gold at Innova expo in Brussels His second invention, the BOS-Flame Temp Measure employs the BOS technique to measure the temperature field of a methane flame while the Gas Conc Measure which bagged Silver applies BOS to measure the concentration field of an AXIS-SYMMETRIC injected gaseous fuel. Dr Hussain Al-Kayeim also bagged the Prize of the Association of Polish Inventor and Rationalisers for his invention's ability to implement artificial intelligent code for diagnosis of six different types of steam boiler trips which helps in early detection of trips occurrence that can help avoid disasters or accidents. The duo's ICA Gasification System is able to convert oil palm wastes into enriched hydrogen gas with minimal carbon dioxide emission using pure steam, catalyst and calcium dioxide which also won them the Special Award (Sustainable Development) Innova 2011 and World Intellectual Property Organisations' prize for the best invention presented by women inventors...... (more) Micromax's Superfone A50 Ninja enters India with AISHA voice assistant ... Hoping to compete with the Siris of the world, Micromax has announced its new Superfone A50 Ninja alongside a novel feature dubbed AISHA -- which is short for Artificial Intelligence Speech Handset Assistant. Show full PR text Micromax Informatics Limited ("Micromax"), the 12th largest handset manufacturer in the World (According to Global Handset Vendor Market share report from Strategy Analytics) today announced the launch of A50 Ninja, which comes with an Artificial Intelligence Speech Handset Assistant, "AISHA". In succession to A85, A75, A73 and A78, Micromax intensifies its Superfone portfolio by introducing A50 and thus offering handsets ranging from Rs. However, with A50 Micromax offers a new innovation to the user in form of AISHA. (more) Rational Retention Announces Rational Intelligence Partnership to Improve ... Rational Retention (RR), a leading developer of retention and e-discovery software, announces today that it has partnered with the academic team of New York Universitys Center for Health Informatics and Bioinformatics and with Discovery Holdings LLC (a technology holding company specializing in Markov Boundary, Causal Graph, Kernel Ridge Regression, Support Vector Machines, and other cutting-edge high-dimensional data classification methods) to dramatically expand and enhance its predictive coding and auto-classification platform in the e-discovery space. Rational Retention and the NYU team of experts will collaborate to deploy Discovery Holdings proprietary, best-in-class machine learning algorithms and analytic protocols to intelligently and automatically code documents in the context of litigation. Last year, Rational Retention announced the release of their hosted review platform, Rational eDiscovery (ReD), which aims to provide the most powerful and cost-effective e-discovery repository in the marketplace. (more) Do-It-Yourself Cat Door Recognizes Your Feline The ideal cat door would let the cat in most of the time, but lock the door when kitty is carrying prey or when another animal, such as a raccoon, approaches the door.Wikimedia Commons What does it take for a computer program to recognize your cat? At the time, the door connected to a desktop computer that ran the program that snapped pictures of Flo and analyzed them as she approached the door. Now, Forster is determined to build Flo's door for Timothy on weekends, in between his usual consulting work in Simi Valley, Calif. But because computer vision is still difficult, even for scientists, people who are looking for guaranteed results, rather than the fun of putting the door together, should probably stay away from a do-it-yourself door for now. (more) Watchers, carers, and administrators: the smart homes of tomorrow These technologies are almost synonymous with the smart home and so-called intelligent buildings in general, but there's little or no intelligence to them. For a home to be considered smart, it must in a sense become a robota machine capable of, if not true intelligence (and certainly not sentience), sensing data, processing it, drawing conclusions of its own accord, and then acting upon those conclusions. Pervasive computing goes beyond the idea of a personal computer in every home, or even in every pocketit's to do with chips and sensors in everyday objects and the Internet of Things. When computers are everywhere, ambient intelligence is what followsat least in theory: a soft network of computers and devices (sometimes visible and recognizable, sometimes not) watching, thinking, and communicating for the betterment of humankind. (more) AT&T Spills Details Of New Watson Speech Recognition App Platform In June, we plan to launch several AT&T Watson SM Speech application programming interfaces (APIs) that developers can access to quickly create great new apps and services with voice recognition and transcription capabilities, wrote John Donovan, an AT&T senior VP of technology and network operations, in a blog post. Watson, which was developed by AT&T Labs, the telecom giants research arm, is already live in its automated customer service phone banks and AT&T Translator and Yellow Pages mobile ( YPMobile ) iPhone apps. Following AT&Ts announcement, some key questions remained, such as: How much the program will cost developers, whether AT&T will take a cut of sales, and just which specific languages the technology will support. Regarding the cost, there is a registration charge of $99, which will allow developers to use all AT&T APIs, including speech, without a per transaction charge through 2012, AT&Ts spokesperson told TPM. (more) Breaking down the language barriersix years in It used what was then state-of-the-art commercial machine translation (MT), but the translation quality wasnt very good, and it didnt improve much in those first few years. In 2003, a few Google engineers decided to ramp up the translation quality and tackle more languages. I joined Google, and we started to retool our translation system toward competing in the NIST Machine Translation Evaluation, a bake-off among research institutions and companies to build better machine translation. We announced our statistical MT approach on April 28, 2006, and in the six years since then weve focused primarily on core translation quality and language coverage. (more) Robots fighting wars could be blamed for mistakes on the battlefield If a robot in combat has a hardware malfunction or programming glitch that causes it to kill civilians, do we blame the robot, or the humans who created and deployed it? The researchers' latest results show that humans apply a moderate amount of morality and other human characteristics to robots that are equipped with social capabilities and are capable of harming humans. This suggests that as robots gain capabilities in language and social interactions, it is likely that many people will hold a humanoid robot as partially accountable for a harm that it causes, the researchers wrote. They argue that as militaries transform from human to robotic warfare, the chain of command that controls robots and the moral accountability of robotic warriors should be factored into jurisprudence and the Laws of Armed Conflict for cases when the robots hurt humans. (more) Coursera Plans to Announce University Partners for Online Classes Published: April 18, 2012 SAN FRANCISCO An interactive online learning system created by two Stanford computer scientists plans to announce Wednesday that it has secured $16 million in venture capital and partnerships with five major universities. The scientists, Andrew Ng and Daphne Koller, taught free Web-based courses through Stanford last year that reached more than 100,000 students. Besides Stanford and the University of California, Berkeley, where the venture has already been offering courses, the university partners include the University of Michigan, the University of Pennsylvania and Princeton. Although computer-assisted learning was pioneered at Stanford during the 1960s, and for-profit online schools like the University of Phoenix have been around for several decades, a new wave of interest in online education is taking shape. (more) Gogobot hires SRI scientist to add artificial intelligence to its travel apps ... Katz, while working for MySpace in London a few years ago, spent so much time researching and planning European trips that he wound up missing many of the actual trips. To take the company to the next level, Gogobot recently hired former SRI senior scientist, Osher Yadgar, who helped work on virtual personal assistant technology related to Siri, the voice- and artificial intelligence-powered assistant now built into the iPhone 4S. Yadgar will help Gogobot use artificial intelligence to plan your trips. When you plan a trip, its a huge problem, Yadgar said in an interview with VentureBeat. (more) Machine Learning in Action Machine learning is a hot topic and a book that promises to put it in action has a lot to accomplish. The big problem with machine learning books is that there is no clear cut definition of what the subject is all about. Classical stats is a prerequisite for studying machine learning, and it is often useful in tackling the same problems, but to qualify for inclusion in the machine learning circle a book needs to do more than discuss traditional statistical methods. This particular book gets a good balance between advanced topics and practical application. (more) What it takes to build great machine learning products Machine learning (ML) is all the rage, riding tight on the coattails of the "big data" wave. The challenge in building great products with ML lies not in just understanding basic ML theory, but in understanding the domain and problem sufficiently to operationalize intuitions into model design. Progress in important ML application areas, like NLP, come from insights specific to these problems, rather than generic ML machinery. The goal of this essay is not to discourage people from building amazing products with ML at their cores, but to be clear about where I think the difficulty lies. (more) Ford is ready for the autonomous car. Are drivers? Ford is ready for the autonomous car. There is no technology barrier from going where we are now to the autonomous car, said Jim McBride, a Ford Research and Innovation technical expert who specializes in autonomous vehicle technologies. McBride said Ford has already built research vehicles with high-resolution omnidirectional cameras that can see the road and the cars surroundings far better than any driver with a few mirrors. But while Ford may be ready to take that technological jump, drivers arent quite prepared to take the leap of faith necessary to forfeit complete control of their vehicles to an onboard computer or larger network intelligence, said Mike Kane, the Ford vehicle engineering supervisor for driver assistance technologies.Its not that drivers are adamantly opposed to the concept of a driverless car, Kane said; Ford believes that through the gradual introduction of more automation, drivers will come around to the idea of a car that drives itself. (more) ABC Language Solutions Launches Social Media Translation Service for ... Learn how translation and localization of your company's social media profile can increase profits and the ROI of your marketing efforts. Even the best automatic translation systems have difficulty accurately translating the context in which language is used and generally machine translation does not deal well with slang and the sort of abbreviations or text-speak often used in social media. CEO Andrey Bondarenko said the following about this new social media service: "Although machine translation can be good to get a basic understanding of what is being said in another language it is inadequate for the marketing needs of companies doing business globally. Although a business would not need this social media service for every Tweet or Facebook comment they post the service is ideal to help identify the right social platforms, set up the right services in the target language and build an accurate company profile to create long-term relationships and increase trust in a company's products and services in the countries where they do business. (more) Google Adds Lexus RX450h to Autonomous Testing Fleet Published April 19, 2012 By Huw Evans Weve already heard about Googles somewhat controversial autonomous vehicle test program which began two years ago using Toyota Prii and other vehicles. The sighting comes just days after the California Senate passed Bill 1298, which enables the California Highway Patrol to set standards and performance requirements relating to autonomous vehicle testing. Speaking with Wired, a spokesperson for Google said, in the course of our work, we experiment with testing our algorithms on various vehicles to help improve our technology. Overseen by Dr. Sebastian Thurn, the director of Stanford Artificial Intelligence Laboratory and Google engineer who co-created the companys Street Mapping Service, the autonomous vehicle program was initially clouded in great secrecy, though Google went public with it in 2010. (more) IIT's copycat robot IITs copycat robot What we have seen in movies such as iRobot, Terminator and Endhiran is something we may have to live with in the near future. The RISE Group of Reconfigurable Robotics Laboratory at IIT-Madras has developed an ingenious framework that lets a robot learn chores by observing natural movements and gestures of a human being. The group headed by Pradyot KVN, a masters student, comprises Manimaran and Prahasaran, as well as internees Anshul and Abhishek. Pradyot has also showcased his research at the European Workshop in Reinforcement Learning held at Greece, and was one of 30 students from all over the world selected to attend the Asia-Pacific Student Entrepreneurship Summit at Stanford University. (more) Health Discovery Corporation's Popular MelApp Featured in Men's Health Magazine First launched last summer for iPhone, MelApp uses highly sophisticated patent protected mathematical algorithms and image based pattern recognition technology to analyze an uploaded image. In addition, MelApp can use the smartphones GPS to refer users to physicians specializing in the diagnosis and treatment of melanoma for proper medical diagnosis and treatment. We are very proud of the fact that we continue to hear from people who have used MelApp and as a result they have made appointments with their physicians to have a proper medical examination and biopsy which led to a diagnosis of early melanoma still in the curable stage. About Health Discovery Corporation Health Discovery Corporation is a molecular diagnostics company that uses advanced mathematical techniques to analyze large amounts of data to uncover patterns that might otherwise be undetectable. (more) Google's self-driving car gets green light in Nevada The first fully licensed self-driven car a modified Toyota Prius won a special permit on Tuesday, the first of three applied for by Google, which allows it to be used on the state's roads, including the famous Las Vegas strip. Autonomous vehicles are the "car of the future," said Bruce Breslow, the director of Nevada's Department of Motor Vehicles (DMV), in a statement. He also thought that self-driving cars whose brakes and accelerators are connected to computers, and which are fitted with GPS, a substantial database, artificial intelligence systems, and a laser radar (Lidar) which can detect obstacles such as people, cyclists and other cars on or around the road could be substantially safer than human drivers. The cars in Nevada will have a special licence plate with an infinity sign to indicate that they are not necessarily being driven by a human...... (more) Video Friday: Talking Vacuums, Robotic Buttocks, and How Not to Fly a Spacecraft Via [ Kokatu ] Plastic Pals found this incredible video of a transforming robot that actually transforms from a (fully operational) car to a (fully operational) humanoid and back again: If you ve ever wanted to see a PR2 embarrass itself, here s your chance: Don t miss Another One Bytes the Dust, either. Via [ Willow Garage ] Cocorobo is yet another very expensive and suspiciously Roomba-looking vacuum from Asia, with yet another suite of, uh, unique features thrown in, including remote control, voice recognition, and something about emotions: Apparently, if you talk to this vacuum every day, that puts it in a good mood, which is expressed by changes in movement. Via [ DigInfo ] This may be a video on how not to fly a robotic spacecraft, but as far as testing a robotic spacecraft goes, this is (sort of) exactly what you want to have happen: [ Project Morpheus ]...... (more) Open Source Robotics Foundation Officially Announced Last month, we broke the news that DARPA had decided to award the contract to produce a standard simulation environment for its Humanoid Challenge to the Open Source Robotics Foundation, which nobody had really ever heard of. She s also the president of the Robotics Technology Consortium (RTC), a non-profit organization established to speed the creation and deployment of ground robotics technology, which seems like it would dovetail pretty well with the OSRF. He s the executive vice president of Yujin Robot, a South Korean company best known for their home and entertainment robots. As one of of South Korea s first generation of service robotics companies, Park is in a good position to promote the OSRF in Asia. (more) Robot reveals the inner workings of brain cells: Automated way to record electrical activity inside neurons in the living brain Gaining access to the inner workings of a neuron in the living brain offers a wealth of useful information: its patterns of electrical activity, its shape, even a profile of which genes are turned on at a given moment. Using this technique, scientists could classify the thousands of different types of cells in the brain, map how they connect to each other, and figure out how diseased cells differ from normal cells. In all these cases, a molecular description of a cell that is integrated with [its] electrical and circuit properties has remained elusive, says Boyden, who is a member of MIT's Media Lab and McGovern Institute for Brain Research. Kodandaramaiah, Boyden and Forest set out to automate a 30-year-old technique known as whole-cell patch clamping, which involves bringing a tiny hollow glass pipette in contact with the cell membrane of a neuron, then opening up a small pore in the membrane to record the electrical activity within the cell. (more) AVRS Responds to Questions Regarding Its Patent Position AVRS announced today that it has received numerous calls regarding the AVRS press release of May 2, 2012 concerning the April 27, 2012 decision of the Board of Patent Appeals and Interference ("BPAI"). Mr. Geldenhuys explained, "If the results of the Interference had favored AVRS, it would have resulted in a fifth patent for AVRS. FORWARD-LOOKING STATEMENTS Note: This news release and the Company's web site referenced in this news release contain "forward looking statements" within the meaning of the federal securities laws regarding the future plans and expected performance of AVRS that are based on assumptions that AVRS considers reasonable. AVRS undertakes no obligation to update publicly any forward-looking statements to reflect new information, events or circumstances after the date of this release or to reflect any change in the expectations of AVRS with respect to these forward-looking statements. (more) Hey Graduates: Forget Plastics For the first time, I began to think through the practical implications of what the advent of the information explosion (now commonly referred to as Big Data) really meant to both individuals and corporations. That spark nearly five years ago led to an investment thesis here at Flybridge, where we have looked to invest behind Big Data applications and uses across a number of vertical industries. Fortunately, we have been able to find some extraordinarily talented entrepreneurs who have thought deeply about this issue of Big Datas impact on vertical industries. The company uses abig data approach to determine what the particular advertisement should be for the particular user at that particular moment across all digital channels - display, mobile, video and social. (more) Remedy Informatics to Debut SpecimenTrack, Next-Generation Biorepository ... There is vast potential in both high quality biospecimens and metadata currently locked up in biorepositories around the world that, if properly integrated, can drive benchside research, drug discovery, and clinical outcomes," said Hank Wu, Director of Translational Informatics for Remedy Informatics. "The dual informatics challenges of Translational Research 2.0 are to connect and harmonize traditionally separate data sets and disciplines from the lab, clinic, and biobank, and to enable researchers to conduct deep interpretation of the data with powerful pattern recognition tools. SpecimenTrack coupled with Investigate represents a significant leap forward for biobanks and translational research institutions by giving them powerful tools to maximize the research potential of biospecimens. " Built on the powerful Mosaic Platform, SpecimenTrack and Investigate are highly configurable research management software that enable researchers to customize data capture forms, workflows, visual queries, dashboards, and data models to their specific needs...... (more) Building machines that see: Finding edges in images Eric Gregori, BDTI 5/9/2012 4:11 PM EDT With the emergence of increasingly capable low-cost processors and image sensors, its becoming practical to incorporate computer vision capabilities into a wide range of embedded systems, enabling them to analyze their environments via image and video inputs. Then, after explaining edge detection from an algorithmic perspective, we show how to use OpenCV, a free open-source computer vision software component library, to quickly implement application software incorporating edge detection. If you graph the values of a single row of pixels containing an edge, the strength of the edge is shown by slope of the line in the graph. Grayscale soft edge Figure 2 above and Figure 3 below represent eight pixels from two different parts of a grayscale image. (more) Chuck Akre is Bullish on Mastercard Good investor: Animated by controlled greed, passionate about investment, self confident but not head strong, flexible in businesses you would buy and never pay more than it is worth. Idea: Mastercard Inc(NYSE:MA) 1) Payment network (global GDP is the summation of payment transactions), Royalty business (growth of consumer spending world wide), Good returns on capital (45% FCF return over the last 5 years), Pricing power keeping up with inflation, 2) CEO is new and strong and 3) Reinvestment (e-commerce and mobile payment global war on cash). We bought in early 2010 on bad news (quarterly results and Durbin) buying at 15x 2010 FCF and 11 x 2011 FCF. (more) US military embraces robots with greater autonomy U.S. military embraces robots with greater autonomy PENN HILLS, Pennsylvania (Reuters) - The unattended steering wheel on the 15-ton military truck jerked sharply back and forth as the vehicle's huge tires bounced down a rain-scarred ravine through mounds of mine rubble on a rugged hillside near Pittsburgh. Of more than 6,000 robots deployed, about 750 have been destroyed in action, saving at least that many human lives, the Pentagon 's Robotics Systems Joint Program Office estimates. "The ground domain is much, much tougher than the air domain because it's so dynamic," said Myron Mills, who has worked on both aerial and ground robotic systems and now manages an autonomous vehicle program for Maryland-headquartered Lockheed Martin Corp. Enough progress has been made that Lockheed's Squad Mission Support System, a 5,000-pound (2,268 kg) vehicle designed to carry backpacks and other gear for overloaded foot soldiers, is now being tested in Afghanistan. (more) Daniela Witten: Using artificial intelligence to study genomes Daniela Witten, an assistant professor of biostatistics at the University of Washington in Seattle, is developing artificial intelligence programs to sort the slurry, helping researchers develop more personalized and effective treatments for cancer and other diseases. Witten is using statistical machine learning to discover the nuggets of gold in the ore of biological research. A statistical analysis of the 3 billion base pairs of DNA making up a cancer cell may be able to identify the pairs or combination of pairs responsible for certain characteristics of the cancer. Before I got to college, I was planning to study foreign languages, Witten said in an interview with the blog Simply Statistics. (more) Tempering the Rise of the Machines But to make this revolution work for students, academic leaders at those traditional institutions will need to broker a peace between artificially intelligent teaching programs and their human counterparts, according to a new report written by the former presidents of two prominent traditional universities on behalf of the nonprofit Ithaka S+R. Technology designed to usher students through new material is thought likely to play a significant role in the future of higher education, although critics have worried that relying too heavily on such technology could harm learning. The hope is that these systems will not only help teach students new concepts but also will aid their human instructors by collecting data on how students interact with those ideas and help identify, on a student-by-student basis, what sort of human intervention might be helpful...... (more) Can Automated Deep Natural-language Analysis... 13:43 GMT, May 4, 2012 Program to assist warfighters with planning and decision-making by inferring implicit information in text, filtering redundancy and connecting like documents Making sense of large amounts of data is a challenge for military operations officers and intelligence analysts whose window for processing that data is often small. In reviewing captured documents, intelligence reports, news articles and related information, conservative estimates indicate that these personnel are unable to explore as much as 90% of the information available to them due to mission, time and resource constraints. Automated, deep natural-language understanding technology may hold a solution for more efficiently processing text information. If successful, DEFT will allow analysts to move from limited, linear processing of insurmountable quantities of data to a nuanced, strategic exploration of available information. (more) Voice Recognition Saves The Day! The ability to type has become somewhat paramount in our digital world, and for those who spend their days in front of a computer, being able to use both hands on the keyboard is practically a necessity. The hunt and peck method of typing has never worked for me, and perhaps because I spent so much time in front of my keyboard I can envision the QWERTY layout when I close my eyes. While many students taking their first typing class may bemoan the layout, I am one who says kudos to Christopher Latham Sholes the newspaperman who came up with the idea of a multi-row keyboard. I am now continuing to do my job as a writer, both by typing one-handed and with the help of voice recognition software. (more) Siri's Voice Can Be Heard In Nuance's Guidance The brightest light in Apple's ( AAPL ) quarterly earnings report came from sales of its iPhone 4S, whose most defining feature is the voice recognition assistant Siri. The phone's eye popping growth, particularly in Asia where it launched in January, was likely behind Nuance's ( NUAN ) upside guidance issued on April 26th. The engine behind Siri And, while suppliers like Nuance can't refer directly to Apple, the company was born out of DARPA funding to SRI International, just like Siri. In it SRI writes, "Siri has also partnered with Nuance Communications to power its robust speech recognition capabilities - the same technology behind the successful Dragon Dictation and Dragon Search and Apps for iPhone". (more) Scribe Healthcare Interactive Includes Customizable Cloud Features for Greater ... Healthcare Technology Featured Article Scribe Healthcare Technologies Inc. Since physicians and healthcare personnel need to be adaptable to cost efficient ways of practicing healthcare, Scribe Interactive is one tool that can immediately generate transcription layout from a dictation. With Scribe Interactive, the built in Scribes M*Modals Speech Recognition Engine leverages existing voice profiles to accomplish this. Even without a recognized voice profile, Scribe Interactive allows users to create verbal snippets for efficiency. (more) 'Smart' Homes Prevent Illness, Run The Dryer Smarty-pants, tattle-tale homes may be just around the corner, predicts Diane Cook, a professor of electrical engineering and computer science at Washington State University. "In the home, the idea is that computer software, playing the role of an intelligent agent, perceives the state of the physical environment, reasons about this state using artificial intelligence, and then takes actions to achieve specified goals, such as maximizing comfort of the residents and maintaining health and safety," Cook writes. Present home-management systems must be pre-programmed by home owners: You need to tell your system when to turn your heat on or off. So far, in fact, may autonomous intelligence advance that tomorrow's homes may need to incorporate software that provides for occupants "to retain ultimate authority to resent the system and to impose restraints that prevent the home from taking undesired or harmful actions. (more) Assistive Technology Computer Products for Low Vision Designed by Ai Squared ... The products from Ai Squared are available in 20 languages and are sold in 45 countries throughout the world. Their state-of-the-art products include ZoomText, ZoomText USB, the ZoomText Large-Print Keyboard and ZoomText Express. They introduced their flagship product, ZoomText, in 1988 and as the popularity of this product grew, the company shifted its focus to the exclusive development and marketing of software for the visually impaired. Their state-of-the-art products include ZoomText, ZoomText USB, the ZoomText Large-Print Keyboard and ZoomText Express. (more) Argentine company developing leading machine translator Just when Argentina devalued its peso, New Zealander Charles Campbell and a group of local language teachers didnt hesitate in leaving their academies behind to begin a translation serviceand their bet paid off. Brizuela hopes to have the machine begin performing English to Spanish and Spanish to English translation this year as that is 85% of TBOs business. For the last five years, as there has been a great increase in processing availability, statistical learning has become a reality in the market with work being reduced by months on top of using smaller groups, said Laura Alonso Alemany, a linguist with the Natural Language Processing Group at the National University of Cordoba which supported TBO. The brains behind TBOs machines is Moses, a GPLed translation platform supported by a number of universities and organizations including MIT, Edinburg and DARPA, among others. (more) Continental Develops Semi-Autonomous Car Technology Companies like Audi are even developing an all-round system that drives the car in traffic jams. An "Emergency Steer Assist" system helps drivers swerve to avoid hazards, and a force-feedback accelerator pedal to encourage more efficient driving. Continental considers it "driver assist" technology, rather than something to take over driving entirely, but in testing the car has operated well on the highway, slowing with traffic, avoiding construction cones and edging along with stop-and-go traffic. While many are uneasy over the though of their cars driving for them, autonomous cars are getting closer and closer to production reality, and some states--such as Nevada--have already given the technology the green light....... (more) Ancestry.com Preps for Flood of Census Queries The government's release of the 1940 census will give researchers access to 130 million records. Ancestry.com has been preparing for the expected spike in traffic at its website, while applying artificial intelligence to help people find ancestors in its giant databases. CIO For Ancestry.com, big data is about to get even bigger. The subscription-based website for finding long-lost relatives already has 6.7 billion historical records and 4.8 billion people named in family trees on its website. (more) Be afraid: Robot experts say machines are catching up The idea of a robot coup d'etat is based on the sci-fi notion of "technological singularity" -- the point where machines become powerful enough to improve their own instruction sets and capabilities without human intervention, leading to a runaway chain of self-upgrades that surpasses human comprehension. Smart machines like IBM's Watson supercomputer aren't the product of some magical breakthrough, but of a lot of separate research efforts that solved individual problems. The rapidly advancing power of microchips means that machines with far fewer chips will be able to perform Watson-like feats. Smart machines are already designing the chips that are paving the way for ever smarter machines. (more) Scientists tap the cognitive genius of tots to make computers smarter People often wonder if computers make children smarter. Imagine if computers could learn as much and as quickly as they do, said Alison Gopnik a developmental psychologist at UC Berkeley and author of The Scientist in the Crib and The Philosophical Baby. Young children are capable of solving problems that still pose a challenge for computers, such as learning languages and figuring out causal relationships, said Tom Griffiths, director of UC Berkeley's Computational Cognitive Science Lab. This spring, to consolidate their growing body of work on infant, toddler and preschooler cognition, Gopnik, Griffiths and other UC Berkeley psychologists, computer scientists and philosophers will launch a multidisciplinary center at the campus's Institute of Human Development to pursue this line of research. (more) The Need for Autonomous Vehicle Law Advertisement Related What happens if you get into a collision with an autonomous car? The development of autonomous cars is accompanied by numerous legal uncertainties that, if left unresolved, may discourage companies from investing in the development of such technologies, despite their great promise for reducing the number of deaths and injuries on our highways. What if you could make your car follow the car in front of it perfectly would the driver be responsible then? Nevada has updated their laws to allow texting while driving a licensed autonomous car, but Nevada has prohibited being intoxicated in the same autonomous vehicle. (more) On Text Analytics vs Machine Translation About Ken Hu: Thinkudo Labs Currently, Ken is founding the text mining company Thinkudo Labs. Personally, I would claim that Text Analytics covers topics which extract and normalize text into measurable data. Instead of extracting information from the text, it transforms the text into another form. This may lead to misinterpretation that English text is a requirement for Text Analytics problems.However, that is just not true. (more) IAI`s military robot acts like barber in charity role IAIs military robot acts like barber in charity role (PhysOrg.com) -- In robotics, three hands are better than one, in the form of a device that has been developed by Intelligent Automation Inc (IAI) for use as troop support. The three-armed robot can protect troops by lending its handling skills to carry out backback inspections for explosive devices, for example, and, to use the military term, "disarm" Improvised Explosive Devices (IEDs). Paul Bosscher, a robotics engineer at Harris, described the impressive features of its device to ABC News at the time. "The robot can cut wires, pull blasting caps, surgically defeat the explosive device and in the process save all of this forensic evidence that they use to ID who the bombmakers are what their bomb-making methods are," Bosscher said. (more) The beauty of machine learning? It never stops learning The beauty of machine learning? Machine learning makes it scalable and cost-effective to connect them in a world of unstructured data across millions of sites and products. While this machine learning sounds like a magical solution, its not bulletproof because it depends on human observation that varies from inputs.Amarnath Thombre, SVP, Strategy and Analytics at Match.com believes strongly that successful businesses will be those that observe their customers. Every organization will need to do machine learning to augment human decisions As data grows and machine learning improves, however, that will require more computing horsepower and multiple iterations of data interpretation. (more) Future of voice recognition: Assistants that learn from you Voice-activated assistants are playing an increasingly prominent role in the technology world, with Apple's introduction of Siri for the iPhone 4S and Google's ( rumored ) work on a Siri competitor for Android phones. Siri is taking steps toward providing a natural, conversation-like experience with voice-activated assistants, as Jacqui Cheng noted in the Ars iPhone 4S review. "When given direct and clear tasks, Siri performs well, and it's nice not having to memorize a strict list of commands," Cheng wrote. "The best part about Siri is the fact that you can (or should be able to, anyway) speak to it like you would speak to a person without having to conform to a special speaking syntaxthe number one turn-off for 'regular' people using voice control features. (more) Psychology: Our mind plays 'tricks' on us all the time Psychology has come a long way since its early days in the understanding of how the human mind works. The reason being that when they were paid more, they felt they were being rewarded adequately and so the degree of interest in the material was less important to them, but when paid less, there would be no logical reason to engage in such a boring task, so the mind had to justify the experience and made it seem more interesting. In another example, if two groups of people are given the same type of microwave quality food, the group that pays more money for it will perceive it as tasting better because, according to CD, their minds could not tolerate paying a high price for bad food. The mind is capable of automatically altering its perceptions in order to reduce the possibility of dissonance, seemingly without the awareness of the individual...... (more) Smarter Voice Capabilities Will Transform Medical Documentation In simple terms, that's one on the dilemmas that persist when clinicians interact with clinical information systems. Most provider organizations are familiar with Nuance's Dragon Medical, for instance, which lets clinicians dictate their notes directly into an EHR instead of sending them to first be transcribed into text. The major problem with this approach has been that it provides a huge repository of free text narrative that can't populate all the structured components of a hospital's clinical information system, leaving a potential treasure chest of valuable insights and facts in limbo. According to Chris Spring, MModal's VP of health IT, the platform "listens" to a clinician's dictation in real time and tells her if she's missing any vital information already in the patient's chart. (more) What the Voice-Recognition Industry Needs Most I'm a big believer that voice-recognition technology will play an increasingly prominent role in how we interact with technology -- so much that I've made a bet on Nuance Communications ( NAS: NUAN ) accordingly as the clear technological leader in the field. Datria is a small private player with about 50 employees, and it resells Nuance's speech engine while also counting software giant SAP ( NYS: SAP ) as an investor. That being said, Datria uses a plug-and-play model, so it could theoretically swap out the engine if needed, but Datria has been reselling Nuance's engine for 14 years. Many of those companies license Nuance's engine, and the recognition side works great, but if the application (which is frequently built in-house) isn't programmed to interpret all the ways you can say "yes," then it might not realize that "absolutely" means the same thing. (more) We need to talk about speech recognition Look under the skin of the Siri software and you will find that the speech recognition is provided by industry stalwart Nuance Communications. I've just tried it on my Windows 7 machine and it was quite fun, except for having to spell out and correct Nuance and Google spelling, then sorting out capitalisation, and now I've given up already, back to typing! Controlling some functions of your 2012 Ford Explorer by voice I think Siri has shown us that the voice-recognition technology isn't the most important thing here but the application software layer that the users go through to use the speech recognition. But the application built to use the Nuance speech recognition isn't programmed to interpret all the ways you might say, for example, "No, thank you". (more) Talk on supercomputers and machine vision St Martins Institute of IT is organising a talk by two prominent academic researchers and a number of readers in the field of supercomputers and brain-inspired machine vision. His current research is in image processing, computer vision and pattern recognition, and includes computer simulations of the visual system of the brain, computer applications in health care and life sciences and creating computer programs for artistic expression. thesis in theoretical physics at Wuppertal University on simulations of lattice quantum chromodynamics, and at Groningen University in the field of parallel computing with systolic algorithms. His research interests include lattice gauge theories, quantum computing, numerical and parallel algorithms, and cluster computing. (more) Devangshu Datta: Man and machines The most obvious example of defence research translating into normal civilian use is the Internet, which was launched as a project to develop communications protocols to survive wartime network disruptions. The payoffs for autonomous driverless cars, or roadbots as they are sometimes known, would be large. The early roadbot trials started with the Eureka project between 1987 and 1995. These could negotiate multi-lane highway traffic without much intervention. (more) DARPA Robotics Challenge: Here Are the Official Details Illustration of a disaster response scenario part of the DARPA Robotics Challenge: The robot on the right uses a power tool to break through a wall, and the one on the left turns a valve to close a leaking pipe. Image: DARPA DARPA to the robotics community: the challenge is on. The DARPA Robotics Challenge is offering tens of million of dollars in funding to teams from anywhere in the world to build robots capable of performing complex mobility and manipulation tasks such as walking over rubble and operating power tools. It s all about adaptability what s the most adaptable system that can be used during that first day or two of the disaster when you have a chance to reduce the scope of the disaster by taking action, Dr. Gill Pratt, the DARPA program manager who s organizing the challenge, told IEEE Spectrum. (more) TCS Associates Expands Speech Recognition Solutions for Disabled To Include ... TCS Associates has a solid and successful history of providing voice recognition products and services to persons with disabilities, so it seemed a natural move to offer those same cutting edge technologies to medical professionals through products like Dragon Medical Practice Edition. TCS Associates is now helping physicians (in addition to lawyers, social workers and other professionals) and medical practices realize the significant time and cost savings of transitioning from manual to voice entry of data with the use of Dragon Medical Practice Edition. Dragon Medical Practice Edition is a powerful and configurable voice recognition solution for small practices with 24 physicians or less, and greatly facilitates the entry of patient notes, coding or prescription information into a practices Electronic Health Record (EHR) software. For medical practices that already have an Electronic Health Record system in place, TCS supports the integration and customization of programs such as Dragon Medical Practice Edition into their existing office IT infrastructure. (more) There are two ways to make large datasets useful Ive spent the majority of my career building technologies that try to do useful things with large datasets. * One of the most important lessons Ive learned is that there are only two ways to make useful products out of large data sets. Trading systems that hedge funds use are also often fault tolerant: if you make money 80% of the time and lose it 20% of the time, you can still usually have a profitable system. Because we knew automation would only get us 80-90% accuracy, we built 1) systems to estimate confidence levels in our ratings so we would know what to manually review, and 2) a workflow system so that our staff, an offshore team we hired, and users could flag or fixinaccuracies. (more) Online Tool for Faster Autism Diagnosis Making a diagnosis of autism is typically a difficult and time-consuming exercise. Experts believe the procedure could reduce the time for autism diagnosis by nearly 95 percent, from hours to minutes, and could be easily integrated into routine child screening practices to enable a dramatic increase in reach to the population at risk. Professionals administer the Autism Diagnostic Interview, Revised, known as the ADI-R, a 93-question questionnaire, and/or the Autism Diagnostic Observation Schedule, known as the ADOS exam, which measures several behaviors in children and adults. Using machine learning techniques, an artificial intelligence method where machines are trained to make decisions, Wall and his team studied results of the ADI-R from the Autism Genetic Research Exchange for more than 800 individuals diagnosed with autism to find redundancies across the exam. (more) DARPA grant to support research into auto-translation of Chinese While emerging technologies such as Google Translate have shown promise, much work must be done to improve the language translation applications that America will need as one of its most important 21st century relationships develops. To move the technology forward, the Defense Advanced Research Projects Agency (DARPA) has awarded a $13.7 million grant, called Linguistic Resources for Multilingual, Genre-Independent Language Technologies via its Broad Operational Language Translation (BOLT) Program to the Linguistic Data Consortium at the University of Pennsylvania to develop linguistic resources. Xue has been involved in this research program for years, beginning with Translingual Information Detection, Extraction and Summarization (TIDES) then Global Autonomous Language Exploitation ( GALE ), a five-year program that he worked on while at the University of Colorado. According to DARPA, BOLT is part of a broader effort to provide language translation in support of defense and national security requirements, ranging from phrase translation to scanning and translation of large data sets...... (more) What Will Siri's Kids be Like? Chatty and Much Smarter Siri may be able to tell you the capital of Kazakhstan and show you the citys weather forecast -- but her descendents will be able to book the flight that gets you there. Virtual assistant robots -- like Apples ( AAPL ) Siri, GoArmy.coms Sergeant Star or Jenn on alaskaair.com -- may soon be able to recognize and retain the tastes and preferences of users and extract context from conversations, emulating more of a two-sided dialogue. Siri may not be the first with this type of technology, but Apple raised peoples attention to artificial intelligence last year when it integrated Siri into the iPhone 4S. IBM ( IBM ) supercomputer Wilson, who beat former Jeopardy champions on live television last year, also contributed to the growing interest. (more) The Human Voice, as Game Changer Here, Mr. Sejnoha, the companys chief technology officer, and other executives are plotting a voice-enabled future where human speech brings responses from not only smartphones and televisions, cars and computers, but also coffee makers, refrigerators, thermostats, alarm systems and other smart devices and appliances. Today, voice technology is a fixture of many companies customer-service operations, albeit an occasionally maddening one. But now the race is on to make the voice the sought-after new interface between us and our technology. No player is bigger in voice technology than Nuance, of Burlington, Mass., an industry pioneer that has acquired more than 40 companies in the field and today employs 7,300 people. (more) Design and print your own robot MIT is leading an ambitious new project to reinvent how robots are designed and produced. Funded by a $10 million grant from the National Science Foundation (NSF), the project will aim to develop a desktop technology that would make it possible for the average person to design, customize and print a specialized robot in a matter of hours. This research envisions a whole new way of thinking about the design and manufacturing of robots, and could have a profound impact on society, says MIT Professor Daniela Rus, leader of the project and a principal investigator at the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL). It currently takes years to produce, program and design a functioning robot, and is an extremely expensive process, involving hardware and software design, machine learning and vision, and advanced programming techniques. (more) IU Bloomington undergraduates honored for outstanding research, creative activity -- Six undergraduate students at Indiana University Bloomington have been recognized for projects that include developing a computer vision program for identifying birds; Created in 2010, the Provost's Award for Undergraduate Research and Creative Activity is sponsored by the offices of the provost, the vice provost for undergraduate education, and the vice provost for faculty and academic affairs. But, working with Crandall and IU biologists, he was able eventually to develop an algorithm that could consistently identify bird species. Karissa McKelvey, a senior in the School of Informatics and Computing from Santa Rosa, Calif., worked under the supervision of professor Filippo Menczer on the Truthy project, which analyzes and makes accessible the massive stream of data disseminated through social media. She recently presented her work in a peer-reviewed paper for the 2012 Conference on Computer Supported Cooperative Work in Seattle...... (more) Video Friday: Happy Easter, With Robots Robots, I guess, are really big on Easter. I think the TurtleBots at Clearpath Robotics need to have their dates reset, cause they re a wee bit early on the Easter egg hunt: Unknown to the human employees at Clearpath, our robots decided it was high time they partook in the fun of Easter celebrations. Imagine our surprise when we arrived at work to find all available surfaces covered in eggs and an Easter egg hunt in full swing. In a characteristically cheeky move, one of our more personable TurtleBots took it upon itself to play Easter Bunny and hide eggs around the office for the other TurtleBots to find. (more) The Future of Robotics and Artificial Intelligence Is Open In 2006, Netflix announced the Netflix Prize, a competition to develop better collaborative filtering algorithms. Today, the Apache Project Mahout, created as a result of the Netflix Prize, is an open source collection of machine learning libraries. By solving basic problems and making the solutions available for reuse as a platform, we enable newcomers to stand on the shoulders of giants and innovate at a higher scale. The business of Encyclopedia Britannica suffered as a result of Wikipedia, but the entire world has benefited from open, free access to an even greater wealth of knowledge. (more) Is Machine Learning v Domain Expertise the wrong question? About James Taylor: CEO Decision Management Solutions James Taylor is CEO and Principal Consultant at Decision Management Solutions and one of the leading experts in decision management and decisioning technologies. Some decisions are heavily influenced by policy and regulation (deciding if a claim is complete and valid for instance) while others are more heavily influenced by the kind of machine learning insight common in analytics (deciding if the claim is fraudulent might be largely driven by a Neural Network that determines how normal the claim seems to be). We could also ask if there are really any decisions where machine learning or analytics cannot help at all (probably but only because the decision-makers dont have access to data that would help or because they are obliged to follow a precise set of regulations/policies). Or we could ask if there were any decisions that only required know-how that can be derived automatically using machine-learning (probably not, most business decisions involved some policy and regulations that are fixed even if we can replace experience with machine learning). (more) iOS 5 Voice Assistant To Be 'World Changing' One of the big surprises to come from iOS 5's debut at Apple's Worldwide Developers Conference back in June was the lack of any news about voice actions or voice controls. Apple purchased a company called Siri in April 2010, and many had assumed that Apple was building Siri's voice action technology into iOS. Speculation that voice controls would be introduced into iOS 5 began to rise again several weeks ago when traces of it were spotted in one of the iOS 5 betas . The other big clue is that Apple has yet to issue a Gold Master for iOS 5, meaning the features of the platform aren't 100% complete and still under development. (more) Spin-based magnetologic gate to replace silicon chips The University of California, Riverside has received a $1.85 million National Science Foundation grant to develop a new way of electron-spin-based computing beyond the scope of conventional silicon electronics. For spin-based computing, data is held in the spin state of the electron. This involves developing a new type of building-block device known as a magnetologic gate that will serve as the engine for this technology similar to the role of the transistor in conventional electronics. For the logic operations, electrons move through the graphene and use its spin state to compare the information held in the individual magnetic electrodes. (more) Pollen research not to be sniffed at POLLEN may annoy allergy sufferers in springtime but, viewed under the microscope, a pollen grain is a thing of beauty. The exhibition Pollen Under the Microscope celebrates the purchase of cutting-edge microscope technology to identify pollen grains and speed up our understanding of nature. Some of the smallest images come from the new microscope technology, the Pollen Classifynder system, developed by Massey University in New Zealand. CSIRO and the Atlas of Living Australia purchased the microscope and automated image detection system to rapidly identify pollen - the tiny DNA-carrying grains so vital to agriculture and biodiversity. (more) Vision-guided robot automates vegetation analysis After two sets of images are captured by the system under different stages of plant growth and illumination conditions, each image is processed using algorithms provided by MATLAB from The MathWorks (Natick, MA, USA). Each RGB image is captured, then converted to a normalized excessive green (NEG) channel, represented by NEG = 2.8 ( g/r + g + b ) ( r/r + g + b ) ( b/r + g + b ) to emphasize the green channel. Before training, these images were pre-processed to measure specific morphological features of the plants within the images. After the plant perimeter, inner area, width, and height of a plant were measured, the features converted to five normalized featuresheight/width, height/perimeter, perimeter/area, width/area, and height/areato minimize the influences of the image size of each plant. (more) Software to prevent abuse at the click of a mouse Teaming up with investigators from the State Office of Criminal Investigation in Berlin, Fraunhofer researchers have come up with an automated assistance system for image and video evaluation that can detect child-pornographic images from among even large volumes of data. Many are avid data collectors: when suspects data media are confiscated, detectives must often click their way through hundreds of thousands of files to find the illegal images they seek. The algorithms use up to several thousand characteristics that describe properties such as color, texture and contours in order to analyze whether an image depicts child abuse. If the system is run on a standard PC, it classifies up to ten images per second, drastically accelerating detectives investigations. (more) 11 Unusual Ways Steve Jobs Made Apple The World's Most Admired Tech Company The human brain is divided into two hemispheres: left and right. It's faster, mostly gray matter and is optimized to perform linear-sequential processing. That means the left hemisphere is best at processing information in a single-dimension, one sequential item after another. The left hemisphere stores words. (more) How the Yahoo! homepage predicts your clicks In the summer of 2008, at an artificial intelligence confab deep in Silicon Valley, Yahoo! senior research scientist Deepak Agarwal revealed that the web giant was using automated algorithms to select news stories on its famous front page. This week, Raghu Ramakrishnan Yahoo! With this system, Deepak Agarwal said at the time, human editors still chose the pool of stories that were eligible for the Today module, but then automated algorithms decided which stories got placed where and for how long. (more) Searching for New Ideas Web Searching for New Ideas If anyone can preview the future of computing, it should be Alfred Spector , Google's director of research. Spector's team focuses on the most challenging areas of computer science research with the intention of shaping Google's future technology. Another example is Fusion Tables , which is now part of Google Docs [the company's online office suite]. [During the recent hurricane Irene, New York public radio station WNYC used Fusion Tables to create an interactive guide to evacuation zones in the city. (more) Speech Recognition Tool Comes Up 'Speechless' Videos The breast-imaging reports, which were reviewed from January 2009 to April 2010, were almost evenly divided into two categories. In one, 307 reports used conventional dictation transcription in which the radiologist dictates the report and a team transcribes and reviews the report. The other 308 reports used automatic speech recognition (ASR) in which the radiologist dictates the report and software immediately transcribes the report onto a computer screen. Dictation was conducted using a handheld speech microphone, the Pro-Plus LFH5276 from Philips Healthcare. (more) Computational biomarkers can identify at-risk heart attack victims Subtle markers of heart damage hidden in plain sight among hours of EKG recordings could help doctors identify which heart attack patients are at high risk of dying soon, researchers from the University of Michigan, MIT, Harvard Medical School, and Brigham and Women s Hospital in Boston have discovered, The findings could help match tens of thousands of cardiac patients with life-saving treatment in time. Missing 70 percent of high-risk patients Today s methods for determining which heart attack victims need the most aggressive treatments can identify some groups of patients at a high risk of complications. Using data mining and machine learning techniques, the researchers sifted through 24-hour continuous electrocardiograms (EKGs or ECGs) from 4,557 heart attack patients. These could be prevented with medication or implantable defibrillators, which can shock the heart back into rhythm. (more) Tiny Robot Makes Big Jumps with Explosive Microrockets We've seen all kinds of crazy jumping robots, from humanoids to grasshoppers to soft and flexible spheres. But when you start making small robots, like seriously small robots (on the millimeter scale), you have to find new ways to get them to jump, and the Army Research Laboratory has teamed up with the University of Maryland to develop a couple clever ideas. To move, it relies on on the rapid conversion of stored chemical energy to gas in a chemical reaction, which is just a fancy way of saying either rocket motor or controlled explosion. First Leaps Toward Jumping Microrobots by Wayne A. Churaman, Aaron P. Gerratt, and Sarah Bergbreiter from the Army Research Laboratory and the University of Maryland Microrobotics Lab was presented this week at the 2011 International Conference on Intelligent Robots and Systems. (more) Boston Dynamics' Bigger BigDog Robot Is Alive UPDATE 9/30 4:05 a.m.: Video of Boston Dynamics' new, bigger quadruped, called AlphaDog, is here. Boston Dynamics, the company that brought the world the beloved BigDog quadruped robot, is now showing off its newest beast. The official name is LS3 (Legged Squad Support System), but it seems that the Boston Dynamics guys are calling it BullDog instead. Marc Raibert, the flower-patterned-shirt-wearing founder and president of Boston Dynamics, discussed the LS3 project in a keynote talk today at the 2011 IEEE International Conference on Intelligent Robots and Systems. (more) Asimo shows off dance moves Honda's humanoid robot, Asimo, was demonstrating its latest abilities at the 2011 IEEE International Conference on Intelligent Robots and Systems recently held in San Francisco. Victor Ng-Thow-Hing, Behzad Dariush, and colleagues were at the 2011 IEEE International Conference on Intelligent Robots and Systems recently held in San Francisco where Spectrum captured this video demonstrating two recent advances. Later, the scientists explain how they're using gestures to improve Asimo's communication skills. China's equivalent of Google, Baidu, plans to release a mobile operating system, Baidu-Yi, based on a customised version of Android and with a marketplace for apps such as games, maps and other [...]... (more) The Rise of Artificial Intelligence Personal Assistant There's a rising number of impressive AI assistants that are beginning to be able to truly help us deal with tasks like managing diaries, booking restaurants or taxis, and even helping us writing our latest blog posts. And some, like Guile 3D Studio and Creative Virtual, are even managing to generate revenue. Guile 3D Studio is a Brazilian company founded in 2001 by Guile Lindroth, a system analyst, artificial intelligence specialist and 3D graphic artist. The result is an amazing AI assistant called Denise. (more) Red Lambda eyes way to crack cloud provider complexity Red Lambda eyes way to crack cloud provider complexity New IT security and monitoring software platform is designed to manage cloud services data Software firm Red Lambda has today announced an early release programme for its new MetaGrid security and operational intelligence software platform. Powered by the companys AppIron grid computing platform, MetaGrid is designed to unify operational silos and situational awareness, visualise and analyse network security and operational anomalies, and automate IT operations across so-called 'Big Data' environments, like those of cloud services providers. The company said MetaGrid's first four (unnamed) customers currently deployed under the early release programme work in network and cloud infrastructure, social web, and government contractor arenas. Although these early adopters operate in different industries, they all face the same challenge of handling and making sense of unprecedented data volumes and mitigating increased security risks the faster the data grows. (more) Embedded Vision Alliance debuts Embedded Vision Alliance debuts Founded in May 2011, the Embedded Vision Alliance now has 17 member companies. Founded in May 2011 by BDTI (Berkeley Design Technology Inc.), an independent technology-analysis and engineering-services firm, the Embedded Vision Alliance now has 17 member companies, said Jeff Bier, BDTI president. This will create new markets and high-growth opportunities for suppliers of electronic vision equipment and components, Bier said. Industrial machine-vision suppliers that are currently vertically integrated may want to consider broader-sourced business models and explore opportunities in other vision markets. (more) Digital Image Processing and Analysis (2e) In fact it is a fairly traditional account of mostly linear approaches to image processing. It makes use of CVIPtools - the Computer Vision and Image Processing Algorithm Test and Analysis Tool (CVIP-ATAT) and the CVIP Feature Extraction and Pattern Classification Tool (CVIP-FEPC), which I have to admit I hadn't encountered before reading this book. The book starts off with two chapters covering the obligatory look at computer imaging systems - mostly it is about the CVIPtools but it also covers file formats. Section II is where the real work starts. (more) UB's Srihari Wins Major International Computer Science Award His speech, entitled "Probabilistic Graphical Models in Machine Learning," focused on the design of computer programs that learn and are able to modify their behavior in an environment of constantly changing information. Machine learning is crucial in fields such as document analysis and recognition due to the difficulty of expressing perceptual images, such as handwriting, in algorithms that computers can understand. Many second-generation machine learning programs were enabled by postal data collected at the Buffalo post office by UB CEDAR students. " Research by Srihari, his colleagues and students at CEDAR that allowed machines to recognize and understand handwriting was at the core of the first handwritten address-interpretation system used by the U.S. (more) It's Only A Matter Of Time Before Siri Passes The Turing Test So as this database grows by orders of magnitude and the logic is refined accordingly, if a Turing Test is fashioned to distinguish a computer from a person in the day-to-day tasks of working with a personal assistant in one room is hidden an iPhone, in another room a person, you interact with them as you would an executive assistant over the course of the day, and then at the end of the day you choose which one you think is the person it is only a matter of time before the iPhone becomes indistinguishable from the human. There already is an annual Turing Test underway, the Loebner competition, where a set of judges spend a few minutes conversing (via keyboard) with computers and with people, and then have to decide which is which. A more reasonable Turing Test would be to invite a computer into a round of dinner conversations where the human subjects are not made aware that this is occurring. (more) Robot vision lags behind human sight Related articles NEW YORK: By pitting human vision against that of machines for the first time, computer scientists have shown that machines still struggle with interpreting visual patterns, compared to their human counterparts. The study, published in Proceedings of the National Academy of Sciences today, implies that computer vision research still has a long way to go before machines have visual perception rivalling that of humans. Humans recollect, robots forget The fact that humans are better than machines at understanding visual patterns did not come as a surprise to scientists. For machines to achieve a higher level of visual understanding, artificial intelligence researchers are teaching them to recognise individual parts of an object and combine their relative positions into a recognisable whole object. (more) Image search will shape the future But Peter Linseley, product manager of Google image search, says Google could come to the rescue again. Instead of typing text, simply take a picture from your mobile phone, do a search by image and the contents --the menu or the street signs or whatever text is in it -- will be translated for you. And as we increasingly replace traditional text with images, 3-D images and real time video in the next few years, it is hard to think of something which the humble field of image processing will not alchemise with its Midas touch. Simply put, image processing is a technical analysis of the complex aspects of an image, deploying algorithms. (more) Blogging the Stanford Machine Learning Class A few months ago, Stanford University announced that it would make three of its most popular computer science classes available online: one on artificial intelligence, one on machine learning, and one on database software. Machine learning is an enormously import area of research, and something I think anyone can understand without getting mixed up in batch gradient descent algorithms and double-variable linear regressions. Among the various working definitions of machine learning, which like most disciplines has no agreed-upon description, is this: A field of study that gives computers the ability to learn without being explicitly programmed. Stanford is doing a great service by offering this class online, and part of my goal is to see how feasible this massively distributed learning format is. (more) Unlocking the key to human intelligence For Computer Science and Artificial Intelligence Laboratory (CSAIL) Professor Patrick Winston, the Ford Professor of Artificial Intelligence and Computer Science and leader of the Genesis Group at CSAIL, uncovering the true nature of human intelligence is the next grand challenge.To solve the puzzle of how humans think, Winston is employing classic engineering methodology to build systems that think and comprehend as people do using computational methods.Motivated by a desire to advance artificial intelligence and create systems that operate in a manner consistent with high-level human thinking, Winston feels there is a substantial difference between machines that actually display human-like intelligence and those that possess superb computational powers such as IBMs Watson system. By outfitting machines with language-enabled characteristics the ability to direct our perceptual apparatus to solve problems, to describe events, and to teach through the sharing of stories Winston feels scientists will be able to develop systems that not only can sift through vast amounts of information, but also can deploy human-like precedent-based judgment to help solve complex problems and deal with complex situations.Winston and his students focus on creating systems that use previously acquired common sense knowledge and knowledge of plot patterns when tasked with story-understanding problems, just like humans do. (more) How Google's Self-Driving Car Works Once a secret project, Google's autonomous vehicles are now out in the open, quite literally, with the company test-driving them on public roads and, on one occasion, even inviting people to ride inside one of the robot cars as it raced around a closed course . Thrun and Urmson explained how the car works and showed videos of the road tests, including footage of what the on-board computer "sees" [image below] and how it detects other vehicles, pedestrians, and traffic lights. The car then combines the laser measurements with high-resolution maps of the world, producing different types of data models that allow it to drive itself while avoiding obstacles and respecting traffic laws. The vehicle also carries other sensors, which include: four radars, mounted on the front and rear bumpers, that allow the car to "see" far enough to be able to deal with fast traffic on freeways; The second thing is that, before sending the self-driving car on a road test, Google engineers drive along the route one or more times to gather data about the environment. (more) The future of artificial intelligence I believe as artificial intelligence advances, a new model "software as collaborator" - will become possible, with tremendous potential benefits. Software collaborators could be designed to be enough like people that this mutual adaptation is possible, and that we can understand and trust their contributions. Software collaborators that do not share these frailties could become valuable complements to individuals and to teams. We are still a long way from being able to build software collaborators, but there is important progress being made in many fronts in artificial intelligence. (more) Do Androids Dream of Electric Authors? By PAGAN KENNEDY Published: October 14, 2011 One day, I stumbled across a book on Amazon called Saltine Cracker. The book was co-edited by someone called Lambert M. These books, or booklike products, lie in wait for the distracted shopper, someone who might think, Oh good, I really need a tome on Spearmans law of diminishing returns, so Ill just go ahead and pay $84. And with one overhasty click on the Place your order button, the shopper can pay a lot of money for a book that turns out to be warmed-over Wikipedia. VDM Publishing puts a notice on the cover of its books, boasting high-quality content by Wikipedia articles! (more) This Week In Bots: Thinking, Charming, Walking, And Life-Saving Droids Meka is intended to design a robot that builds emotional links between humans and the machines themselves, and at the recent Intelligent Robots and Systems event, Professor Sentis of the University of Texas showed off Meka's most recent iteration. He's created a system called Self-Organizing Incremental Neural Network, SOINN, which means instead of mutely and un-intelligently following pre-programmed tasks, his Kawada Industrie's robot called Hiro can actually perceive and interpret information about the real world environment around it, and process existing knowledge, to complete an assigned task. For example, by training an inquisitive robot like Hiro to do a number of tasks--with the robot querying for help when it's not sure about something--he thinks it'll ultimately be possible to ask Hiro to make a cup of tea, and have it share knowledge with a robot in England about how to complete the task (something this robot has learned itself). (more) Automation: Leading the way Australia 's rapidly expanding multi-billion dollar mining technology and services industry is leading the drive for innovations to boost productivity and efficiency. As Australian mining exports increase, mining companies are investing significant resources into the development and implementation of remote automation and unmanned machinery to meet this demand. The isolated geographical locations of many Australian mines, in addition to safety considerations, make remote automation and unmanned machinery an attractive option for mining companies. While traditional automation and robotic technology in the mining industry has comprised standalone autonomous equipment managing a selected process, today it is possible to connect these discrete processes resulting in an integrated, productive mining environment. (more) Atelka Announces Strategic Partnership with SATMAP News ReleasesCanadian call center company Atelka Inc. Using neural networks and artificial intelligence technology, SATMAP matches customers with call center agents and delivers enhanced sales and reduced costs as a result. Their forward thinking management immediately recognized the benefits that our technology will afford their clients, and they have been vocal in their conviction that SATMAP is the only truly innovative technology in the call center space, said Orlando Hampton, SATMAPs Executive Vice President, Client and Partner Services. About SATMAP SATMAP is the worlds leading provider of neural-network and artificial intelligence based real-time personality matching technology for call centers. (more) Don't parlez-vous? Google enhances Translate app Google enhances Translate app The inclusion of Siri on the iPhone 4S has brought a lot of attention generally to the topic of voice recognition on mobile devices. Now, Google is updating a feature in its Translate app for Android devices that can handle speech-to-speech translation among 14 languages. In all, Google is adding a dozen languages to English and Spanish, which were the two languages initially featured in the app. In a company blog post, Google explains how it works: You speak into your phone's microphone, and the Translate app will translate what you've said and read it aloud. (more) The Grand Frontier of Artificial Intelligence Search Technology Stephen Wolfram has developed a radical new search engine, which, unlike search engines like Google or Bing, actually computes new knowledge rather than searching through previously published material. Nanorobots in our bloodstream. Cyborgization If technological progress continues at its current pace, humanity's endgame may be summarized this way: will the machines dominate, or will humans become cyborgs? A string of calculations can be memorized by a child without having any cognizance of meaning, and as long as the super computer has no cognizance it will remain a calculator. (more) Artificial Intelligence Gets Some Help From Football Players Or maybe computer scientists are simply letting football players think they matter, and they are really just data. As it turns out, football is very complex, and computers struggle to see and understand plays a coach or even an average fan would find routine, just like a 4-year-old could see a cartoon drawing of a chicken and say "that's a chicken" while a computer could not. Graphic courtesy of Oregon State University Football actually makes a pretty good test bed, because its much more complicated that you might think both visually and strategically, but also takes place in a structured setting, saidAlan Fern, an associate professor of computer science at Oregon State University. An OSU Beavers passing play, which is very fast-paced, designed to confuse the opponent, and based on complex rules; the ball could be thrown to any of several receivers and it still only works about half the time. (more) Virtual and Artificial, but 58000 Want Course Virtual and Artificial, but 58,000 Want Course Published: August 15, 2011 PALO ALTO, Calif. A free online course at Stanford University on artificial intelligence, to be taught this fall by two leading experts from Silicon Valley, has attracted more than 58,000 students around the globe a class nearly four times the size of Stanfords entire student body. The instructors are Sebastian Thrun and Peter Norvig, two of the worlds best-known artificial intelligence experts. Dr. Norvig is a former NASA scientist who is now Googles director of research and the author of a leading textbook on artificial intelligence. The two additional courses will be an introductory course on database software, taught by Jennifer Widom, chairwoman of the computer science department, and an introduction to machine learning, taught by Andrew Ng. (more) Factory robot-arm inventor dies at 99 The Unimate, as the product became known, was designed to perform jobs that were dangerous or costly for human workers. In 2006, the Institute of Electrical and Electronics Engineers estimated more than 950,000 industrial robots were in operation worldwide. Devols business partner was engineer Joseph Engelberger. Today 3:00 am The Interior Department announced Friday that it would hold the first oil and gas lease sale for the Gulf of Mexico since the Deepwater Horizon explosion and spill last year. (more) Formspring open to bullying, says anti-bullying charity Anti-bullying charities say they are worried about anonymous messaging facilities on the social networking site Formspring. Natalie is 15 and is one of those young people who have had problems. Abuse It turned bad, she admitted. I think the problem with Formspring is that there's no recourse for the victim I get more abuse in person, so I was kind of used to it, she said. (more) Military Robots Take Off Photos:Drone Time The brawny combat robot, made by QinetiQ North America, a unit of the U.K.'sQinetiQ GroupPLC, rolls on tank-like treads. Military robots are a deadly serious business, and the gadgetry on display at the Unmanned Systems North America exhibition here underscores the shift by defense companies to selling combat by remote control. Over Japan, pilotless military surveillance planes recently inspected the damage from a nuclear disaster. The former Navy admiral said military researchers are starting to see the potential of unmanned underwater vehicles, or UUVs, to hunt for mines or other threats, much as the wars in Iraq and Afghanistan accelerated the demand for bomb-disposal robots to search for suspected roadside bombs. (more) Diffbot Sees The Web Like People Do, Now Free For Developers Today, Diffbot is releasing its first set of APIs, now open to all developers for free. The launch has the potential to dramatically impact the types of applications developers can build, and for consumers, it means a whole host of intelligent applications are about to emerge. The New APIs: On-Demand & Follow With the two APIs available now, developers can build apps that automatically extract meaning from pages, apps that understand whats trending and whos talking about it, apps that provide RSS feeds where none were available before and apps that read just the relevant parts of webpages aloud, ignoring ads, header and footer copy. Or FeedBeater , which makes it easy to turn any URL into an RSS feed automatically ( one of Diffbots first creations ). (more) SAIC Aims to Change Language Services Landscape with Hybrid Chat Translation ... Chat Translation Featured Articles. In response to this ever-growing need for language service providers and users of translation services to operate more efficiently, Science Applications International Corp. ( SAIC( News - Alert ) ) has unveiled the industrys first-ever machine chat translation solution. Designed to enable tailored and adaptive contextual translation, this new integrated offering is meant for anyone that has to interact with another individual who speaks the same language or a different language, SAIC shared with TMC at the recent SpeechTEK( News - Alert ) 2011 in New York City, where SAIC debuted the solution. Weve brought a single platform that does both text and speech and combined it with hybrid machine translation, Hassan Sawaf, chief scientist for SAIC, told TMC( News - Alert ) during an interview at SpeechTEK. (more) Local academics recognised for brain computer interface work It may sound like something straight from a science-fiction novel but Dr Damien Coyle and Dr Kongfatt Wong-Linn have been hailed by peers for their pioneering work in brain computer interface technology which allows people interact with computers using their brainwaves. Dr Coyle, a lecturer in the School of Computing and Intelligent Systems, was awarded the International Neural Network Societys Young Investigator of the Year 2011 award for his outstanding contributions in the field of neural networks at the International Joint Conference on Neural Networks (IJCNN) in San Jose while his colleague, Research Fellow Dr Wong-Lin, picked up the award for Best Paper at the same conference. Both the International Neural Network Society and the IEEE Computational Intelligence Society are the leading societies in the field so it is a humbling experience to have now received prestigious awards from both societies. He explains: Neurons in a brain region called the dorsal raphe nucleus emit an important brain chemical, serotonin, throughout various parts of the brain, modulating their neuronal activities and network functions, and also regulating mood, cognition and behaviour. (more) HPCwire: The Rise of the Thinking Machine Watson's vanquishing of Jeopardy champions Brad Rutter and Ken Jennings in February set the stage for the year. BrainScaleS has links to Henry Markram's famous Blue Brain work. A lot of this is centered around how such technology will impact the human condition, particular how intelligent computers will displace human labor. Next year, two DOE labs are slated to boot up the most powerful Blue Gene systems ever deployed: the 10-petaflop "Mira" system at Argonne National Lab, and the 20-petaflop "Sequoia" super at Lawrence Livermore. (more) Matternet and the other Newest Singularity University Startups In the first phase, it utilizes small-scale electric vehicles deployed with vertical take-off and landing capability, limited payload-bearing capacity and range. Exponential Technologies Exponentially advancing technologies in the following convergent fields of energy storage, nanotechnology, 3D printing, sensors and artificial intelligence will make possible a rapid development of AAV technology and the Matternet. Other Singularity University Companies One of the new companies was doing focused on girls. Our solution is based on: * Needs collection: from patient communities, medical institutes, insurance companies, global health organizations and social media resources * Technology: providing a technology stack, including hardware boards, communication modules, software libraries, software development tools, analytics and cloud-based infrastructure * Engaged developers community: collaborating to share best practices and collaborate on open source software Clarence Tan (who had a mobile communications company before joining Singularity University) said that his goal was to attack the problem of corruption that drains as much as $1 trillion from economies around the world. (more) Google Translate in the Office Business Google Translate in the Office The potential usefulness of automatic computerized translation was recognized by the very first AI researchers in the 1950s. The poster child for computer translation is Google Translate, the easy-to-use, general purpose Web-based translation engine that can handle nearly 60 languages. " In part because of Google Translate's growing popularity, the office of the future is getting a verb of the future: "gist. Whilst it's a fascinating area of research, MT is still highly experimental and only suited to certain narrow purposes. (more) Speech Recognition Leaps Forward Speech Recognition Leaps Forward During Interspeech 2011 , the 12th annual Conference of the International Speech Communication Association being held in Florence, Italy, from Aug. 28 to 31, researchers from Microsoft Research will present work that dramatically improves the potential of real-time, speaker-independent, automatic speech recognition. Dong Yu , researcher at Microsoft Research Redmond , and Frank Seide , senior researcher and research manager with Microsoft Research Asia , have been spearheading this work, and their teams have collaborated on what has developed into a research breakthrough in the use of artificial neural networks for large-vocabulary speech recognition. The notion of using ANNs to improve speech-recognition performance has been around since the 1980s, and a model known as the ANN-Hidden Markov Model (ANN-HMM) showed promise for large-vocabulary speech recognition. The new project applied CD-DNN-HMM models to speech-to-text transcription and was tested against Switchboard, a highly challenging phone-call transcription benchmark recognized by the speech-recognition research community. (more) Fukushima Robot Operator Writes Tell-All Blog An anonymous worker at Japans Fukushima Dai-ichi nuclear power plant has written dozens of blog posts describing the ups and downs of his experience as one of the lead robot operators at the crippled facility. His blog provides a window into the complex and dangerous work environment faced by the operators, a small group of young technicians who, like other front-line personnel, must approach areas of high radiation, deploying remote-controlled robots to assist with efforts to further stabilize and shut down the plants four troubled reactors . The robots, two PackBots and two Warriors , known for their explosive-disposal work in Iraq and Afghanistan, have performed remarkably well at Fukushima, even after repeated jobs in high-radiation environments, which damage electronics . published on his blog, titled " ," or "Say Whatever IWant *Do Whatever I Want," covering a period from late April to early July 2011 [right, screenshot of a post]. (more) Professor awarded nearly $1 million grant to study use of social networks Professor awarded nearly $1 million grant to study use of social networks University of Hawaii at Mnoa Information and Computer Sciences Associate Professor Scott Robertson has been awarded a four-year, $948,537 grant from the National Science Foundation to study the use of social networks and new media in political deliberation, voter decision-making, and civic participation. Use of the Internet and social networking sites to get information about politics is increasing dramatically, especially among young people. This project examines a fast growing, but little understood new type of political participation: online information seeking, deliberation and decision making in the context of Web 2.0 technologies. Robertson serves as the director of the HawaiiComputer-HumanInteractionLab at UH Mnoa. (more) Computers will be able to tell social traits from human faces, researchers predict Researchers have developed new computational tools that help computers determine whether faces fall into categories like attractive or threatening, according to a recent paper published in the journal PLoS ONE. Mario Rojas and other researchers at the Computer Vision Center in the Autonomous University of Barcelona in Spain, in cooperation with researchers from the Department of Psychology of Princeton University, developed software that is able to predict those traits in some cases with accuracies beyond 90%. Facial characteristics play a central role in our everyday assessments of other people. Specifically, the task was formulated with the intention of predicting 9 facial trait judgments (attractive, competent, trustworthy, dominant, mean, frightening, extroverted, threatening, and likable) using Machine learning techniques (a branch of artificial intelligence that uses examples to teach a program how to work). (more) LifeNews.com -> http://www.lifenews.com/2011/08/29/the-transhumanism-trap-using-technology-to-perfect-the-human-race/? The Transhumanism Trap: Using Technology to Perfect the Human Race The Transhumanism Trap is out there. Transhumanists hunger for technology that will take an otherwise healthy individual and enhance him or her beyond normal human ability. Anyone who has seen any science fiction film like Surrogates, Limitless,or Splice has seen transhumanism in action. In a post by Joseph Farrah on the dangers of transhumanism at World Net Daily , a commenter wrote the following: So does Farah now believe that former VP Cheney should have the implanted defibrillator (thats been keeping him alive for the last decade) removed? (more) Thought-Controlled Robot Avatars: Boon for Disabled Robot avatars will provide a new level of freedom and interaction for the disabled, elderly, or bed-ridden that they do not currently enjoy -- some even controlled by a user's thoughts, say scientists, inventors and enthusiasts. These avatars will "fill in" for those who are not able to physically attend -- communicating for them, said science fiction author Robert Sawyer. NEWS: Humanoid Robot Learns Like a Child "This is liberating for the person [who is disabled]," Sawyer told FoxNews.com. Wilford used a "telepresence" project called NetHead to connect with the world from home, a free-standing terminal that serves as a robotic avatar. (more) September 11 and the Rise of Robots Military robots such as the SUGV and the Packbot in development at Bedford, Mass.-based iRobot do things humans can't or don't want to do.Click to enlarge this image.James Leynse/Corbis September 11 had quite a different meaning for me before it became 9/11. And early on that cool blue morning I took my daily run from our Chelsea apartment down the West Side Highway past the World Trade Center to South Ferry and back. I never thought much about the Twin Towers then, except sometimes to remember the convoluted history of how they got built in the first place, or to feel their overwhelming presence in what was then a low-rise part of Manhattan as I breezed past, with no sense of how gigantic their absence might become. Robots have been used in the aftermath of many subsequent disasters -- hurricanes, building collapses and, most recently, in the nuclear plant meltdown at Fukushima. (more) Face recognition technology fails to find UK rioters THE response was as aggressive and swift as the riots themselves. Within a few hours of the worst of last week's looting across London and other English cities, attempts were being made to use CCTV footage to track down the individuals who had plundered shops and destroyed buildings. But those raised on a diet of TV police dramas who expected crack law enforcement teams to simply plug the footage into a computer and then print out a list of suspects are going to be disappointed. One of the most common methods used to help identify an individual from camera footage is photoanthropometry, which uses "proportionality indices" to compare a picture of a suspect on a police database, say, with a CCTV image. (more) 6 Questions on Social Media with Michael Wu Today, we are honored to have Michael Wu, Principal Scientist at Lithium Technologies, participate in our social media Q&A. I still use the same mathematical approach in my daily work, but instead of analyzing data from human fMRI scans, I analyze human behavioral data on social media. Secondly, being a software vendor to some of the largest brands, ROI always comes up. Today, there are already hundreds and probably thousands of tools and services developed on top of Twitter and Facebook. (more) What happens after your final status update? Editor's note: Adam Ostrow is editor-in-chief of Mashable. He spoke at the TED Global conference in Edinburgh, UK, in July. " But that's something that will be forever changed as a result of the hundreds of thousands of pieces of digital content the average person will produce in his or her lifetime. Think about it -- while at best you might have a few photos, newspaper clippings or secondhand accounts of your ancestors, our descendants and all those to follow will have at their fingertips a deep digital archive of information that we created ourselves. (more) Will Visa's push for chip cards and mobile move the needle? Earlier this month, Visa unveiled plans to accelerate the migration to EMV contact and contactless chip technology in the United States. The adoption of dual-interface chip technology will help prepare the U.S. payment infrastructure for the arrival of near-field-communication (NFC) mobile payments by building the necessary infrastructure to accept and process chip transactions that support either a signature or PIN at the point of sale, according to Visa. By encouraging investments in EMV contact and contactless chip technology, we will speed up the adoption of mobile payments as well as improve international interoperability and security, said Jim McCarthy, Visas global head of product, in a statement. In addition, merchants are reluctant to pay for the changeonly 25% of merchants have PIN capability, for example. (more) AI makes the grade The students answered questions using SAGrader, an online service developed by Idea Works of Columbia, Missouri. SAGrader parsed their answers, which could be several paragraphs long, using artificial intelligence techniques designed to extract meaning from text. " Andrew Klobucar made similar observations after watching around 30 of his students at the New Jersey Institute of Technology in Newark use a tool called e-rater. Developed by ETS in Princeton, New Jersey, the system analyses essays and provides feedback on everything from grammar and spelling to the use of paragraphs. (more) Why IBM Still Matters Why IBM Still Matters Share this page WellPoint Inc. ( WLP ), one of the top U.S. health benefit providers, recently announced that it wants to use IBMs Watson system for patient diagnostics, a new milestone in patient healthcare. IBM ( IBM ) developed Watson over the past four years and named it for the company founder, Thomas Watson. Witness the latest big experiment in the healthcare industry's use of technology to make recommendations on patient care and diagnostics, courtesy of IBM. Doctors will be able to access the Watson application on a computer or hand-held device before, during or after visits. (more) Science council moves to safeguard South Africa's robotics prowess We suggest that you upgrade to the latest version of any of the following browsers: close notification Since Czech playwright Karel Capek popularised and, indeed, named the concept of the robot in his 1920 science-fiction play, RUR (Rossums Universal Robots) the word is derived from the Czech word robota, which means labour it has exerted a fascination on both the popular and the scientific, and on engineering and technological minds. This was Unimate, developed by the Unimation (Universal Automation) company in the US, which was specifically founded to manufacture robots for industry. (Unimation was later bought by Westinghouse and subsequently sold to the Franco-Swiss Stubli group, which incorporated it into its robotics division; the name Unimation is no longer used. Some have limited learning ability, explains Council for Scientific and Industrial Research (CSIR) mining robotics project manager Liam Candy . (more) students' aerial robot tops world entries Robin Singh, Deepan Kishore Kumar, Anant Mithal, Pavitra Bhalla and Saurabh Ladha, students from Bits Pilani Dubai campus. They came first in the International Aerial Robotics Competition, held in North Dakota, for their aerial robot prototype that can think for itself while navigating unknown spaces. Dubai: In the build-up to the International Aerial Robotics Competition (IARC), students from 28 universities across the globe have been developing prototypes for flying robots that can "think" for themselves. The eight students, whose majors include electronics, mechanical engineering, computer science and IT, built an autonomous indoor flying vehicle that could navigate through an unknown environment and retrieve a 100-gram object. (more) Advancements in Speech Recognition Set to Improve IVR Advancements in Speech Recognition Set to Improve IVR As much as we like automated systems, we also like to use voice to move through steps and complete interactions. This recent Plum Voice blog focused on the advancements in IVR , thanks to improvements in speech recognition. Increases in computer processing speeds have enabled speech recognition developers to create more natural, accurate speech recognition software. Susan J. Campbell is a contributing editor for TMCnet and has also written for eastbiz.com. (more) Q: How does someone become a data scientist? The author is a Forbes contributor. See also: Vardi, Science has only two legs: http://portal.acm.org/ft_gateway Here are some resources Ive collected about working with data, I hope you find them useful (note: Im an undergrad student, this is not an expert opinion in any way). 1) Learn about numerical analysis Take the Computational Linear Algebra course (it is sometimes called Applied Linear Algebra or Matrix Computations or Numerical Analysis or Matrix Analysis and it can be either CS or Applied Math course). Crays and Connection Machines of the past can now be replaced with farms of cheap cloud instances, the computing costs dropped to less than $1.80/GFlop in 2011 vs $15M in 1984: http://en.wikipedia.org/wiki/FLOPS . (more) Speaking 'robots' can teach English 24-hours a day 2011 YouTube, LLC A Japanese company has developed the world's first artificial intelligence "chat robots" to teach English. SpeakGlobal's online 'robots' - which appear as male or female manga-style characters - look and make gestures that are identical to that of a human, speak aloud and can hold an interactive conversation with the student. Developed primarily for the domestic market for people who want to learn to speak English, the technology can be adapted for any language around the world - although humans in the teaching profession may be less than delighted at the prospect. Access to one of the teacher robots starts at $15 per month, instead of the more usual fee of $300 a month for time with a human teacher at a private school. (more) High Performance Modeling Helps Robot Take a Step A project using MapleSIM modeling software at the University of Manchester is helping to perfect the process of humanoid walking in robots. As part of the CICADA project, a number of researchers in the Schools of Electrical and Electronic Engineering and Mathematics are working on learning and control approaches to make the bipedal humanoid robot walk. Work at the University of Manchesters Centre for Interdisciplinary Computational and Dynamic Analysis (CICADA) coincides with studies being conducted by Professor Darwin Caldwell at the Italian Institute of Technology. He developed a novel compliant humanoid robot called COMAN. (more) Poll Positions: could the BCS use machine learning? Poll Positions: could the BCS use machine learning? And remarkably, in a vignette about how grapes are picked en masse, the producers strongly emphasized a major advantage used in such work to achieve optimal systemic results: the harmonious synergy of man and machine . The major source of contention in the BCS era has always been the unfair differences derived between the inexplicable insight of human intuition against indisputable mathematics. (Cough, cough, Michigan. (more) 5. What specific enhancements will be released with GigE Vision 2.0 Vincent Rowley, vice-chair of the GigE Vision Committee and contributing member of the GenICam Committee; system architect , Pleora Technologies Inc. This interactive technical presentation is intended to build on the information shared through an earlier webcast, titled Gigabit Ethernet and the GigE Vision Standard (available on demand) . It is geared to meet the needs of engineers and system integrators already familiar with video-over-Ethernet and the role of the GigE Vision standard. Vincent Rowley vice-chair of the GigE Vision Committee and contributing member of the GenICam Committee; system architect Pleora Technologies Inc. Point Grey Research : Point Grey Research, Inc. is a worldwide leader in the development of advanced digital camera technology products for machine vision, industrial imaging, and computer vision applications. (more) How Machine Translation Has A Habit Of Mangling Multilingual SEO Recent discussions force me to return to the subject of translation versus SEO particularly machine translation as it seems this old topic has not yet gone away. For multinational sites, maintaining your site can be an expensive affair, and the cost savings of machine translation seem outstandingly attractive. Often abbreviated to MT, machine translation involves using computers to do the work which human translators would normally do. Keywords are very special creations of the human mind I once nicknamed them abbreviated thoughts and have found myself using that description many times over the years as the easiest way to explain their different nature. (more) Investing is For the Birds "Did you see the gold price? Silver was up nearly two per cent as well. A US diplomatic cable from April 28th, 2009 - gold closed at $906.20 in New York that day - quotes Chinese media on the subject of currency warfare and gold. There are products out there now that promise to track Twitter trends and issue you buy and sell alerts derived from social media trends. (more) Clever Cornell Robot Finds your Lost Keyboard The same research group at Cornell has also been working on clever ways to allow robots to efficiently interpret scenes and identify objects, which is one of those things that robots are going to have to be good at before they can really become helpful in our homes. Humans have the ability to look at a scene and immediately pick out important elements while ignoring everything else, because we have brains that are awesome like that. So if you ask a robot go to find you (say) a computer keyboard, it's got to enter a room and methodically search every pixel-equivalent area until it finds what it's looking for. What the Cornell research group has been teaching robots to do is to be able to rapidly break down a scene into general categories, and then recognize how some categories are related to others. (more) No end of fun: Make your own video games Called Storybricks, the game, developed by London-based Namaste Entertainment, uses artificial intelligence software to allow people to program their own characters and storylines - some of which may continue forever. But building characters at home is difficult because it requires planning for almost endless minutiae. To get round this, Storybricks splits behavioural software commonly used for games into user-friendly "bricks" that can be connected together. For example, a player might create a scenario in which a queen has left her crown at her lover's house and asks the player to retrieve it. (more) New App Can ID Complete Stranger's Facebook and Social Security No. Please input the letters/numbers that appear in the image below. PittPatt jumps online and compares that picture to millions of images in Facebook and in Google Inc.'s ( GOOG ) image search, using advanced facial recognition technology. We are RAPIDLY approaching civil war in this country due to the government's refusal to operate within its constitutional limits. Gun control is unconstitutional. (more) Sentiment, Summits and Strategies: A Conversation with Seth Grimes Sentiment, Summits and Strategies: A Conversation with Seth Grimes Last week, I had the great opportunity to chat with Seth Grimes about some of the work he is doing, his upcoming conferences and what he feels are the elements of any organizations text-analytics strategy. Seth consults on analytics strategy via Alta Plana Corporation, which he founded in 1997. Seth Grimes (SG): Thanks Jennifer. SG: My definition: Text analytics describes software and transformational steps that discover business value in unstructured text. (more) Dog vs. Robot: Which Is the Better Soldier? U.S. forces are using more canines and robots to carry out dangerous missions.Click to enlarge this image.Getty Images From infantry units to secret SEAL teams, the U.S. military is using increasing numbers of dogs and robots to assist in conflicts across the world. Or can nothing replace the trusty canine? NEWS: U.S. Navy Seals Secret Weapon: Dogs Well, Jeff Jaczkowski, deputy project manager at the Robotic Systems Joint Projects Office, says he's trying to make robots more dog-like. NEWS: Snake Robots Could Disable Bombs In fact, the same military unit that raided and killed Osama Bin Laden in May is now looking for a few good dogs to help them conduct secret missions. (more) Getting your mobile to listen to you: trends in voice recognition Indeed, most people have gotten used to these tools operating on mobile devices, helping people to control smartphones and navigation systems. Modern programmes like Dragon NaturallySpeaking 11.5 are designed for users who occasionally have to draft a document or want to quickly throw a note up on Facebook. " It continued its work into the 1980s and 90s with ViaVoice, making it one of the pioneers of voice recognition programmes, focusing on commercial applications like call centres. Along with its Windows-based Dragon NaturallySpeaking programmes, Nuance has also started releasing systems for Apple Dragon Dictate 2.5. (more) Dragon Express 1.0: An inexpensive way to discover speech recognition Dragon Express 1.0 Dragon Express is an easy and fun speech recognition utility that introduces OS X Lion customers to voice recognition for the Mac. Its fast and easy to place your text wherever you need it: transfer icons within the Dragon Express window include the active application (such as Microsoft Word or Text Edit) as well as popular applications such as Mail, Facebook and Twitter. Dragon Express includes the ability to select and delete text by voice as well as the convenient scratch that command that can be used when you change your mind. Dragon Express Knows When to Listen Dragon Express can be used with the internal microphone of your Mac, but a USB headset is recommended. (more) Google+ Photos Get Automatic 'Find My Face' Recognition Google+ Photos Get Automatic 'Find My Face' Recognition Google on Thursday announced that it will make facial-recognition technology available for photos uploaded to its Google+ social network. With Find My Face, "Google+ can prompt people you know to tag your face when it appears in photos," Google's Matt Steiner wrote in a Google+ post. When a Google+ user uploads a photo, for example, they will receive a prompt to opt-in to Find My Face, turn the feature on (see image below), or say no, Petrosky said. If you upload dozens of photos from a party the night before, the facial-recognition technology will look through those photos and suggest people to tag; Like Find My Face, the Picasa tool prompts users to identify the people in uploaded photos, after which it starts suggesting tags for photos based on facial similarities. (more) Is Google X All About Highly Intelligent Robots? One redditors' account suggests Google has developed crazy human-like AI UPDATE : The thread still exists as do the comments, but the original post has been removed. ORIGINAL ARTICLE : Remember that r eport a couple of weeks back about Google X the highly secretive experimental development arm of Google? Well, theres a guy that has made a top post on reddit who claims he has direct knowledge of the things taking place at Google X. Heres what user J32PMXR has to say about Google X [Turing test link added for clarification] : This is in total violation of the NDA, but I dont care anymore. The central focus of Google X for the past few years has been a highly advanced artificial intelligence robot that leverages the underlying technology of many popular Google programs. (more) Creating Artificial Intelligence Based on the Real Thing Published: December 5, 2011 Ever since the early days of modern computing in the 1940s, the biological metaphor has been irresistible. The first computers room-size behemoths were referred to as giant brains or electronic brains, in headlines and everyday speech. As computers improved and became capable of some tasks familiar to humans, like playing chess, the term used was artificial intelligence. Yet the principles of biology are gaining ground as a tool in computing. (more) IBM's Watson computer to aid Cedars-Sinai cancer center The artificial-intelligence computer will guide doctors at the Samuel Oschin Comprehensive Cancer Institute on diagnosis and treatment. Doctors at the Samuel Oschin Comprehensive Cancer Institute will be the first to use the technology, IBM said, and they will help the computer company make tweaks to the system the first commercial application of the computer since its "Jeopardy! " The hope is that the technology will be able to comb through patient medical histories, medical journals and clinical trials to provide appropriate treatments, said Manoj Saxena, general manager of IBM's Watson Solutions unit. "I don't see Watson taking the place of a doctor," said Dr. William Audeh, head of the Oschin institute, "but I do see it acting as a super library for a doctor. (more) Developing artificial intelligence systems that can interpret images Today, Torralba is a tenured associate professor of electrical engineering and computer science at MIT, and an affiliate of the Computer Science and Artificial Intelligence Laboratory (CSAIL), where he develops AI systems that can interpret images to understand what scenes and objects they contain. I wanted to build systems that could put objects into context, to try to understand how different objects relate to each other, he says. So he began developing systems that used information gathered from the entire image to help identify individual objects. If an image contains an object perched on top of a table, for example, that object is unlikely to be anything very large, narrowing down considerably the number of things it could possibly be. (more) Google to Launch Siri Rival for Android 9,087 viewsGoogle plans to launch a voice assistant for Android to rival Apples Siri, integrating voice recognition with its established search capabilities. The Mountain View, Calif.-based company is rumored to be working on the voice assistant software at its secret laboratory, Google X, according to the site Android and Me, and may launch the service within the next few weeks. Codenamed Majel after the late actress Majel Barrett-Roddenberry, who provided the computerized voice of the Starship Enterprise in Star Trek, the technology will reportedly upgrade Androids Voice Actions app, which lets users make calls, get directions and perform searches on Android smartphones using voice commands. However, Voice Actions only responds to preset voice commands. (more) Riverain gets FDA approval of lung cancer-detection software Riverain Technologies has received regulatory approval for the next-generation version of its imaging software that suppresses bones to help radiologists detect cancerous lung nodules. Advertisement The new version of the software offers greater sensitivity, meaning it can better detect nodules, and better specificity, meaning it yields fewer false positives, said Steve Worrell, Riverains chief technology officer. A recent study of the new version of OnGuard by researchers at University of Chicago Medical Center found that the software identified 25 percent more lung cancers than radiologists found when reviewing the same X-rays without OnGuard. Brandon Glenn MedCity News Brandon Glenn is the Ohio bureau chief for MedCity News. (more) Why Do Some People Never Forget A Face? Individuals who process faces more holisticallythat is, as an integrated wholeare better at face recognition, says Liu.The findings will appear in an upcoming issue of Psychological Science, a journal published by the Association for Psychological Science. To isolate holistic processing as the key to face recognition, the researchers first measured the ability of study participants337 male and female studentsto remember whole faces, using a task in which they had to select studied faces and flowers from among unfamiliar ones. They do better when the feature is presented within the whole face than when it stands on its own among other noses: again, we remember the nose integrated into the whole face. But there was no link between facial recognition and general intelligence, which is made up of various cognitive processesa suggestion that face processing is unique. (more) Integration Insights How 2-D vision is used in conjunction with a robot National Instruments is a measurement and automation company and leading machine vision and scientific imaging tools provider. For over 15 years, National Instruments has provided hardware and software tools for imaging applications, including NI Smart Cameras, Embedded Vision Systems, Frame Grabbers, interactive configurable software, and flexible programming libraries that include hundreds of advanced image processing functions. An unmatched range of vision inspection, guidance and identification solutions along with our unique global network of vision specialists make Cognex the largest and most successful vision company in the world. is a worldwide leader in the development of advanced digital camera technology products for machine vision, industrial imaging, computer vision, and traffic and surveillance applications. (more) Aldebaran Robotics announces Nao Next Gen humanoid robot (video) Aldebaran Robotics' Nao robot has already received a few upgrades from both the company itself and other developers, but it now has a proper successor. Aldebaran took the wraps off its new and improved Nao Next Gen robot today, touting features like a 1.6GHz Atom processor and dual HD cameras that promise to allow for better face and object recognition even in poor lighting conditions. Check out the gallery below and the video after the break for a closer look.Nao Next Gen Show full PR text NAO Next Gen: Aldebaran Robotics launches a new generation of its humanoid robot Aldebaran Robotics, the world leader in humanoid robotics, has released its latest version of the NAO robot - NAO Next Gen. I created Aldebaran Robotics in 2005 with this aim: to contribute to humankinds well-being," states Bruno Maisonnier, Founder and Chairman of Aldebaran Robotics. (more) This Week In Bots: Droids, Drones, And The Future Of Telepresence UAV Games This week saw what is billed as the first of its kind of airshow--an aerial ballet of UAVs in American airspace, specifically over Albuquerque as part of a convention organized by the Technical Analysis and Applications Center from New York State University. Four models of electric motor-powered UAVs were on display, beaming back live video to show off their surveillance powers and their remote-controllable agility. The demonstration is timely, as a debate is opening up at the moment concerning the future of UAVs in U.S. airspace. was a story in the Washington Post this week, discussing a possible future for privately paid aerial surveillance after the FAA proposes new rules in January about allowing UAVs to fly in ways that're currently not permitted. (more) Facial recognition software spots family resemblance FACIAL recognition software that's as good as people at spotting family resemblances could help to reunite lost family members - or help the likes of Facebook work out which of your friends are blood relatives. To do this, the team used a database of public figures and their parents or children - such as French president Nicolas Sarkozy and his son Jean - and fed the program 320 pairs each of parent-child matches and mismatches. The software then compared the difference between a test pair of photos with pairs of photos in its database. In tests using 160 pairs - 80 parent-child matches and 80 mismatches - the system had a success rate of 68 per cent. (more) Lean startups reach beyond Silicon Valley's turf But the business of the Valley today is less about focusing on a particular industry than it is about a continuous process of innovation with technology, across a widening swath of fields. A "What's different in the Valley is that we've found a quasi-scientific method for reinventing businesses and industries, not just products," said Randy Komisar, a partner in a leading venture capital firm, Kleiner Perkins Caufield & Byers, and a lecturer on entrepreneurship at Stanford University. That is a sharp break with the traditional approach of drawing up a business plan, setting financial targets, building a finished product and then rolling out the business and hoping to succeed. Its foremost proponents include Eric Ries, an engineer, entrepreneur and author who coined the term and is now an entrepreneur in residence at the Harvard Business School, and Steven Blank, a serial entrepreneur, author and lecturer at Stanford. (more) Voice input for medical apps to trend? Thats the mindset of NuancesJonathon Dreyer, senior manager of mobile solutions marketing at the companys healthcare division: I definitely think voice will be the primary form of input into these mobile devices, Dreyer told MobiHealthNews recently. The biggest thing holding up app developers [for our platform] is approval of their apps [from Apple], he said. The main types of apps using Nuance are point of care and reference, while other categories include pharma, clinical trials, education programs, patient communications, and disease management apps. Dreyer believes that these categories will eventually change: These things will morph over time, and well see new categories emerge, as well as categories we thought were categories turn out to not be categories. (more) Speech Recognition Tits for the Busy Radiologist - While sometimes speech recognition systems may seem downright dullard, they are learning all the time, and learn best when exposed to continuous phrases. Also, when the software makes a mistake, try to correct the entire phrase rather than the offending word, particularly if youre using an older system. - Pick away at your systems errors. Correct a single word or phrase per reading session and in a month youll have eliminated dozens of potential errors and boosted accuracy without feeling like youre spending undue time doing software calibration. (more) Startup Spotlight: CrowdControl looks to manage 'big data' Startup Spotlight: CrowdControl looks to manage big data Tweets. Explain what you do so our parents can understand it : CrowdControl is changing the labor and data markets by giving businesses access to low-cost and scalable workforces on-demand and controlling the quality of work they do.For those familiar with crowdsourcing, CrowdControl is a quality control and manageability application to be used in partnership with platforms like Amazon Mechanical Turk. Max Yankelevich VC, Angel or Bootstrap : The company was bootstrapped for the first eight months of operations in order to see if we can stand on our own two feet as far as revenue and profitability.Im a big believer in building real businesses that generate cash almost immediately. Our world domination strategy starts when : Companies realize they dont have to make huge investments in sophisticated technology or people to collect and analyze data. (more) Blogging the Stanford Machine Learning Class If there is a way to split baseball teams into five groups, the machine will find it Photograph by Nick Laham/Getty Images. This is a classic example of a supervised learning problem: Were telling the computer ahead of time what its looking forone of 10 symbolsand helping it train by feeding it data in which the correct answer has already been provided. Lets say you were asked to take your favorite sport and divide the teams into two categories based on their style of play, ignoring structural groupings like leagues and divisions. As a baseball fan, my instinct would be to divide the major leagues into teams that emphasize pitching and those that focus on hitting. (more) Yes folks, it's artificial artificial artificial intelligence Yes folks, its artificial artificial artificial intelligence This is about using what The Economist calls artificial artificial intelligence (like Mechanical Turk, which uses people as artificial computers) to enhance (artificially intelligent) machine vision The idea is that the disabled can finally turn the tables on disability. Bigham of Rochester University called: Real-Time Crowd Support for People with Disabilities It was given at Dartmouth College in New Hampshire, co-sponsored by the Computer ScienceColloquiumand the the Institute for Security, Technology, and Society on November the 15th, 2011 Heres an introduction to the talk: The past few decades have seen the development of wonderful new intelligent technology that serves as sensors and agents onto an inaccessible world for people with disabilities, but it remains both too prone to errors and too limited in the scope to reliably address many problems faced by people with disabilities in their everyday lives. (more) Have We Met? Tracing Face Blindness to Its Roots Those with prosopagnosia, also known as face blindness, can see perfectly well, but their brains are unable to piece together the information needed to understand that a collection of features represents an individuals face. One of the keys to understanding face recognition, it seems, is understanding how the brain comes to recognize voices. But by testing for these two conditions simultaneously, researchers at the Max Planck Institute for Human Cognitive and Brain Sciences in Germany recently found evidence that face and voice recognition may be linked in a novel person-recognition system. The researchers found that regions of the brain already associated with facial recognition, like the fusiform face area in the occipital lobe, are directly linked to regions responsible for voice recognition, mostly in the temporal lobe. (more) AskTheDoctor and NIH partner for AI medical research NIH to tap AskTheDoctor's 200k natural language medical questions for new AI research (Correction: To reflect that IBM's Watson computer is not currently involved in the research project) The National Library of Health (NLH) and online medical advice site AskTheDoctor.com have announced their partnership in a new research initiative, for a new generation of artificial intelligence engine. And AskTheDoctor.com, a site the entire purpose of which is to answer user medical questions in natural language, has provided the researchers with thousands of those kinds of medical questions. NIH Deputy Director, Dr. Milton Corn led the production of both these online medical libraries, and it was he who approached AskTheDoctor.com, recognizing the importance of artifical intelligence and natural language response to the next generation of medical research databases. (more) GDC 2012 details new AI Summit highlights Organizers of the 2012 Game Developers Conference have debuted a trio of new talks in the show's Artificial Intelligence Summit, spanning games from Thief 4 through Double Fine's Happy Action Theater to Hitman: Absolution and beyond. The latest sessions to be added to the event's AI Summit, held on the Monday and Tuesday of the show, include the following: - More often than not, we think of AI as a series of tools that help virtual characters take action. In addition to the above sessions, GDC organizers have recently revealed many other notable Summit sessions for the upcoming show, including talks on the localization of StarCraft II, Triple Town 's creator on new online game genres, and a series of mini AI postmortems, as well as another batch of talks covering social game characters, SingStar 's creator on behavior-changing apps, and a look at Sissy's Magical Ponycorn Adventure. (more) Building the Team That Built Watson Most scientists I approached favored their own individual projects and career tracks. Scientists, by their nature, can be solitary creatures conditioned to work and publish independently to build their reputations. I remember asking some researchers how long they had been working in natural language processing the field of computer science focused on getting computers to interact in ordinary human language. We eventually pulled together a core group of 12 talented scientists, which over time grew to 25 members. (more) The Best Science Fiction and Fantasy Books of 2011 Reamde, by Neal Stephenson (William Morrow) For the first time in many years, Stephenson wrote a technothriller that was science fiction done James Bond style - that is, set in the present day, but populated with a fantastical number of superspies and high tech gadgets. Here's what we said about it : Maureen McHugh's latest short story collection, After the Apocalypse, is a dark look at what the next century might hold for ordinary people. Embassytown, by China Miville (Del Rey) In his first purely science fiction novel, Miville has created a fascinating thought experiment about what kind of culture would arise among intelligent creatures who lack symbolic thought. Here's what we said about it : Unlike every other species with language, the Areikei don't distinguish between language and reality. (more) Dr. Mac: Speech recognition getting better and better A big improvement Take, for example, Siri on the iPhone 4S. Poor man's Siri The bad news is that Siri, which is still in beta, by the way, is only available on the iPhone 4S. The good news for other iPhone users is that the Dragon Dictation app I mentioned last week, plus the Dragon Go app, which are both free, are the poor man's Siri. This dynamic duo from Dragon isn't as smart Siri (yet), but if your iPhone is older, it's a winning combination. (more) Siri, a voice-recognition iPhone application, introduces a new way to interact ... There's something about Siri - the new, smart-talking celebrity of the virtual world - that could be changing the way we interact with computers forever. Siri is a speech-recognition application installed on the new iPhone 4S that answers questions with a human-like voice and a seemingly human emotional intelligence and sense of humor. In short, Siri is changing everyday computer usage into a relationship most people can enjoy, said Chris Harrison, a doctoral student at the Human-Computer Interaction Institute at Carnegie Mellon University and editor-in-chief of "XRDS," a student magazine for an educational and scientific computing society called ACM. Not only is it a useful, everyday application, but Siri also has a manner and a way about it that people can relate to. (more) AI to predict sun's next attack on Earth JUST before noon on 1 September 1859, an English solar astronomer named Richard Carrington witnessed the biggest solar flare ever recorded. So researchers are now turning to automated image-processing and artificial intelligence to better forecast the sun's behaviour and give us time to prepare for a solar onslaught. Over the past two decades, several solar flares and magnetic storms of varying intensity have hit Earth. Solar observatories that study the sun continuously should be able to give us some warning before an impending storm. (more) Google Wins Driverless-Car Patent Google has notched another important milestone the granting of a U.S. patent in its march to develop autonomous cars. MOUNTAIN VIEW, California Tech giant Google has notched another important milestone the granting of a U.S. patent in its march to develop autonomous cars. In its application to the U.S. Patent and Trademark Office, Google said its process covers "methods and devices for transitioning a mixed-mode autonomous vehicle from a human driven mode to an autonomously driven mode. " I don't mind automated cars, as long as the driver ultimately has full control, and ability to override it at any time/ still drive manual, and the error rate of the automated system is equal to, or below a human operator. (more) Scientists Model Brain to Teach Computers to Recognize Researchers at the beginning of the computer revolution assumed that teaching a computer to recognize something would be easy. Researchers from Los Alamos National Laboratory, Chatham University, and Emory University created a neural network with a slightly different structure than what is usually used in research. Most neural network research involves wiring artificial neurons from one layer to others in another layer. In this case, the researchers decided to wire some neurons to other neurons in the same layer, creating lateral connections. (more) Tinkering with evolution: Ecological implications of modular software networks Now, researchers in the Department of Ecology and Evolutionary Biology at Princeton University have shown the inverse namely, that network theory, when applied to software systems, provides surprising insights into biology, ecology and evolution. Specifically, they explored evolutionary behavior in complex systems by analyzing how the Debian GNU/Linux operating system utilizes modular code. While Fortuna notes that quantifying the increase of the codes modular structure time was the main insight of their study, he points out that reuse of code and softwares hierarchical structure were suggested by the pioneering work of Ricard V. The idea of using the network of dependencies and conflicts of different releases of the Debian operating system as a case study has facilitated the understanding of how code development evolves over time without the need to go deeper into the details of the code itself. (more) Judea Pearl explores reasoning robots An internationally recognized pioneer in the field is Judea Pearl, a professor at UCLA, who on March 29 will add to his string of honors and awards the Harvey Prize in Science and Technology from the Technion-Israel Institute of Technology. In 2008, on receiving the Benjamin Franklin Medal in Computer and Cognitive Science from the Franklin Institute, Pearl was credited with research that changed the face of computer science, and his three books recognized as being among the most influential works in shaping the theory and practice of knowledge-based systems. The foundation seeks to perpetuate the ideals of the slain Wall Street Journal reporter and each year organizes the Daniel Pearl Music Days, around Daniels Oct. 10 birthday. Another activity of the foundations work is a fellowship program, which each year brings three working journalists from Muslim countries to the United States for five-month internships at such major U.S...... (more) 2011 review: The year in technology Electric vehicles herald rise of the in-car appThe emergence of the electric car is leading to a suite of smartphone add-ons Crowdsourced translations get the word out from LibyaWith the Arab spring under way early this year, we wrote about techniques that blended machine translation and human crowdsourcing to help dissidents get their message out from behind the communications blackout imposed by the Gaddafi regime Shock wave puts hybrid engines in a spinA prototype engine that relies on shock waves could allow hybrid cars to boost their efficiency even further Robot-only internet helps machines share secretsThe advent of a world wide web for robots will let automatons learn from each other's experiences a first step towards them working in the real world 3D printing: The world's first printed planeThe promise of 3D printing has finally taken off with the development of a drone that takes just a week to create The cyberweapon that could take down the internetA new form of attack would turn the internet against itself and would be extremely hard to repel Better than human? (more) Secret Formula For Writing A Hit Song Mathematicians DiscoverThough math is usually used to tell you if a song was a hit based on sales, scientists from the University of Bristol believe they have " The Hit Equation. " A group focused on artificial intelligence developed machine learning algorithms that mined the characteristics of top hits to develop a formula for key musical features that determine whether a song will be a hit. I don't know how Hit Song Science does its magic, but they claim to analyze " fundamental characteristics of all music " including brightness, tempo and changes over time, to identify hit potential in relationship to changing trends. (more) Using fMRI and machine learning for brain reading In another Minority Report-like research finding, a UCLA research team has made crucial advances in brain reading, using fMRI and machine learning methods to predict reactions of smokers experiencing nicotine cravings. For the study, smokers sometimes watched videos meant to induce cravings, sometimes watched neutral videos and at sometimes watched no video at all. By measuring the brain networks active over time during the scans, the resulting machine learning algorithms were able to anticipate changes in subjects underlying neurocognitive structure, predicting with a high degree of accuracy (90 percent for some of the models tested) what they were watching and, as far as cravings were concerned, how they were reacting to what they viewed. We detected whether people were watching and resisting cravings, indulging in them, or watching videos that were unrelated to smoking or cravings, said Anderson, who completed her Ph.D. (more) Voice Recognition Software in Medical Imaging Continues to Evolve Voice recognition software has been shown to reduce report turnaround time and holds promise for populating and mining structured reports but not all radiologists are convinced. Many users still find the software cumbersome and error prone, as seen in a recent informal Diagnostic Imaging poll where 80 percent of respondents said they use it, but 30 percent of them reported frustration with the software. Thats the main feature where the products compete, he said, in the time it takes to make the fixes. They also are competing based on how good the product is right out of the box, taking into account training time and accuracy, said Tim Kearns, GE Healthcares product manager. (more) Siri-like voice recognition coming to cars Smartphones raised the bar for hands-free voice activated technology, and consumers are starting to expect the same level of intuitive usability in their cars. The Detroit Free Press reported that at the Nuance Automotive Forum in Detroit this week, speech-recognition company Nuance said an auto manufacturer will integrate advanced voice command technology into its vehicles next year. However, it's getting to the point that even 10,000 voice commands isn't enough, especially when you want the system to be able to look up directions, suggest restaurants, or shop for you. Siri-like voice systems in vehicles are desperately needed for automakers to keep up with consumer expectations. (more) Walmart's New Apps Will Integrate Coupons and Voice Recognition Wal-Marts New Apps Will Integrate Coupons and Voice Recognition Wal-Mart is launching its first iPad app and is refreshing its iPhone app just in time for the holidays. Thomas said the apps are not a defensive move against this trend, but rather a way to give consumers what they want.We want to know how we can help our customers shop better with us, which will make them shop more with us, he argued. The major new feature of the iPhone application, which originally launched more than a year ago, will be a shopping list with integrated voice dictation using Nuances speech recognition, and discounts through a partnership with Coupons.com. This app gets pretty close to what many companies have been describing as mobile commerce minus near field communication that would allow users to tap and pay. (more) Stunning Video of PETMAN Humanoid Robot From Boston Dynamics PETMAN is an adult-sized humanoid robot developed by Boston Dynamics, the robotics firm best known for the BigDog quadruped. Boston Dynamics is building PETMAN, short for Protection Ensemble Test Mannequin, for the U.S. Army, which plans to use the robot to test chemical suits and other protective gear used by troops. Marc Raibert, the founder and president of Boston Dynamics, tells me that the biggest challenge was to engineer the robot, which uses a hydraulic actuation system, to have the approximate size of a person. PETMAN was one of the robots that most impressed attendees of the IEEE International Conference on Intelligent Robots and Systems in San Francisco last month. (more) Robots vs. Humans: Real Steel or Dumb Metal? Right from the start let's agree that the argument of humans or robots is getting close to being a dead heat in some areas. For example, NASA and General Motors built the 300 pound Robonaut2 - or R2 - a robot that is capable of using the same tools as humans and now works alongside them in space onboard the International Space Station. Granted the robot takes up valuable space station space, but it doesn't have to be fed or go to the bathroom - major advantages in space. But while robots can in certain areas achieve what humans cannot, you only have to look as far as say the products that are thought of and designed by the humans at Apple. (more) Preparing Humans To Work In A Robotic World You may update your e IBD preferences at any time by going into My IBD and selecting Update Your e IBD Preferences. Robots and computerized automation have evolved to the point of being, well, almost human. And with that comes the worry that robotics are taking jobs at a pace that stymies employment. ViewEnlargedImage Leaving Humans Behind While employment growth has stagnated in a weak economy, sales of industrial robots almost doubled last year, says the International Federation of Robots. (more) Honda Shows Smarter Robot, Helps In Nuclear Crisis WAKO, Japan (AP) Honda's human-shaped robot can now run faster, balance itself on uneven surfaces, hop on one foot and pour a drink. Honda's demonstration of the revamped "Asimo" on Tuesday at its Tokyo suburban research facility was not only to prove that the bubble-headed childlike machine was more limber and a bit smarter. Honda President Takanobu Ito told reporters some of Asimo's technology was used to develop a robotic arm in just six months with the intention of helping with the nuclear crisis in northeastern Japan. Ito acknowledged that the first idea was to send in Asimo to help out, but that was not possible because the robot cannot maneuver in rubble, and its delicate computer parts would malfunction in radiation. (more) New software could create computerized sportscasters Computer researchers at the Ecole Polytechnique Federale de Lausanne in Switzerland are working on a system that can track multiple athletes on a football field, a basketball court, or a soccer pitch via multiple cameras and advanced scanning algorithms. Since a computer can confuse or lose a player and his/her data amidst movement and contact, the final computer system monitors, records and follows the players' appearance--including the color of their uniform, their jersey number or other visual cues. If the engineers can take that collected, flowing data and send it to an additional computer system able to vocalize and describe the movement, we could have our play-by-play robot. Much like the telemetry system currently monitoring concussion data for the Notre Dame football team, such computer tracking systems become tools for gathering essential data and can be used by coaches to analyze plays and athletes' on-field performance. (more) Chat Translation: NTT Docomo Debuts First Speech-to-Speech Translation App Chat Translation Featured Articles.If you've ever been struggling with a foreign language dictionary abroad, wishing that you could simply speak into a machine and have your chat translated for you, NTT( News - Alert ) Docomo may be ready to make your wish come true. The company, which is Japans number one cell phone carrier is about to begin offering a new real-time speech-to-speech translation service that you can use both in person and over the phone during a call, according to Geek.com According to Japanese news services, the solution is the first automated chat translation service in the world that is available on a standard cell phone. To start, the service will provide translation between English and Japanese (the English option allows users to choose British English, American English or Australian English) and Japanese and Korean. (more) Computers found more accurate than doctors in breast-cancer diagnosis Computer analyses of breast cancer microscopic images were found more accurate than those conducted by humans, computer scientists at the Stanford School of Engineering and pathologists at the Stanford School of Medicine report. Medical science has long used three specific features for evaluating breast cancer cells: what percentage of the tumor is comprised of tube-like cells, the diversity of the nuclei in the outermost (epithelial) cells of the tumor and the frequency with which those cells divide (a process known as mitosis). These three factors are judged by sight with a microscope and scored qualitatively to stratify breast cancer patients into three groups that predict survival rates. In fact, they discovered that the characteristics of the cancer cells and the surrounding cells, known as the stroma, were both important in predicting patient survival. (more) Artificial intelligence joins the fossil hunt Success in finding bones boils down to a lot of luck, says Robert Anemone of Western Michigan University in Kalamazoo, who once blundered into "the best locality we ever found" - a cache of early primate bones from between 40 and 50 million years ago - after making a wrong turn during a trip in the Great Divide basin of south-western Wyoming. So the team began by feeding the software a list of known locations in the 10,000-square-kilometre Great Divide basin, labelling them either as being fossil-rich or belonging to one of four other categories - barren, forest, scrub or wetland. Using only the satellite data, the computer had learned that the area's fossil sites were in sandstone - but not all sandstone has fossils at the surface. It correctly identified 79 per cent of the known fossil sites as likely to contain fossils, and correctly classified 84 per cent of all the other locations, Emerson says. (more) HRP-4C female robot has a new walk (w/ video) HRP-4C female robot has a new walk (w/ video) (PhysOrg.com) -- Japan's entertaining robot that sings and looks like a beautiful young female is finally learning how to walk just like a beautiful girlwell, almost. Robotics developers at the National Institute of Advanced Industrial Science and Technology (AIST) have released a video of their HRP-4C Miim robot to show how it can walk better than before. The robot is based on User Centered Robot Open Architecture utilizing fundamental robotic technologies including real-time Linux, RT middleware, robot simulator openHRP3, and speech recognition. AIST researchers, like other scientific groups dedicated to robotics, have been working hard to create the perfect walking robot and to design walking technologies that can make their robots most closely resemble the way humans walk. (more) Virtual robot links body to numbers just like humans Read more: "Squishybots: Soft, bendy and smarter than ever" ONE of the many curious habits of the human brain is that we tend to associate small numbers with the left side of our body and large numbers with our right. The so-called SNARC (spatial-numerical association of response codes) effect is well established: people respond faster to a number (by pressing a button, say) with their left hand when the number is small and with their right hand when the number is large. Similarly, people who have brain damage that causes them to ignore the left side of their body show a bias towards larger numbers when asked to report the middle of a numerical interval. This way of learning sets up links between small numbers and the part of the brain that controls our left side, and vice versa, that persists into adulthood. (more) Death of an era One of the elements of LISP that has had massive consequences on computer programming was LISPs garbage collection system. Steve Jobs Steve Jobs died on October 5 th after a lengthy battle with a pancreatic tumour. Jobs cofounded Apple in 1973, and in 1977 the company began selling their first mass-produced computer, the Apple II, which was sold in millions over the course of its lifespan. Jobs was a demanding manager who expected an incredible amount from his staff and this led to tensions which caused his dismissal from the company. (more) Silicon Valley's Kinect Contributions I got very excited about those demos, Budiu says, and I kept telling everyone how cool they were. Budiu, a researcher at Microsoft Research Silicon Valley, soon got his chance. When Williams approached Budiu in July 2009 about solving some of the challenges with the project, Budiu jumped at the opportunity. I said, Yes, absolutely, Budiu says, and I put everything else I was doing on hold. (more) What Makes Siri Special? If you ask Siri, the virtual personal assistant on the iPhone 4S, why it's so great, it answers with disarming humility: "I am what I am. " Siri goes well beyond voice recognition, they say, by applying powerful artificial intelligence and statistical analysis to decipher the meaning behind questioners' sometimes jumbled sentences. Add to that Siri's dry wit and you have the kind of breakout hit that will propel new uses of similar technology on your phone, tablet, and even your PC, experts say. When you ask Siri to find a nearby restaurant, Siri doesn't just use speech recognition to deal with the request; Services like Siri are "natural language processing" apps that use statistical models to figure out what you probably meant to say when your pronunciation or word choice is garbled. (more) DARPA Shredder Challenge DARPA has just released five puzzles in a contest that involves extracting information from shredded documents. The background for its Shredder Challenge is that troops often confiscate the remnants of destroyed documents in war zones, but reconstructing them is difficult - and it is a problem that computer science and artificial intelligence could be expected to help with. The ability to reconstruct shredded documents will potentially yield information that may save lives or offer critical information about an adversarys plans, said Dan Kaufman, Director of DARPAs Information Innovation Office. The Shredder Challenge is composed of five separate problems in which the number of documents, subject matter and the method of shredding is varied to present challenges of increasing difficulty. (more) Why Allow Customers to Suffer the Consequences from Bad Chat Translations? SMT, Lionbridge officials explain, has contributed to the growth in machine translation applications in recent years since it can analyze vast amounts of previously translated material, and target-language texts to create what Lionbridge officials say is a real-time translation in a fraction of the time that it takes to produce traditional rules- based translation systems. The way it works, is customer use the Customizer along with customer-supplied translation memories and glossary assets, GeoFluent then translates for each customer by application domain, applying machine-learning methods to analyze your translation memories, glossaries and target- language documents, Lionbridge officials explain, consistent with your terminology and branding. Through this just-inked agreement, the two companies will create Lionbridge GeoFluent for LivePerson Chat, an integrated cloud-based multilingual chat application that enables contact centers and enterprises to gain access to on-demand, quality translation that can take place directly within their eLivePerson chat application. (more) Google Translate It already speaks 57 languages as well as a 10-year-old. Newer methodsdominated by Googleturn the problem around: Using data, statistics, and brute force, they succeed in part by their refusal to "deconstruct" language and teach meaning to computers in the traditional way. Google is grossly outperforming the rule-based methods that have historically been used to teach language to computers. These classic methods work on the principle that language can be decoded, stripped to its purest component parts of "meaning," and built back up again into another language. (more) University adopts predictive technology Cynthia Karena Siri was not the first speech recognition application to grace our phones, but its success will help increase expectations for more artificial intelligence in business. Rather than answering simple questions such as 'how many students are enrolled', IBM's predictive model can answer more complex questions such as 'which students are showing signs of needing extra support? ' and 'what are the causes? ' "The university can intervene when a flag goes up," says Kittle, "for example, low performance over one semester. (more) Artificial Intelligence Improves Fossil Finds AI-Fossil Finders: The Research Team Robert Anemone, Charles Emerson, and Glenn Conroy are the researchers behind this new method of finding fossils.Robert Anemone is Professor of Anthropology and Charles Emerson is Associate Professor of Geography both at Western Michigan University.Glenn Conroy is Professor of Anatomy and Anthropology at Washington University Schoolof Medicine, in St. Louis, MO. Decoded Science: Did you train the software through supervised learning, unsupervised learning, or a combination of the two? Supervised Learning, Unsupervised Learning, or Both? Programmers can use supervised learning, unsupervised learning, or a combination of both. (more) Siri's Sibling Launches Intelligent Discovery Engine Were all familiar with the standard search engines such as Google and Yahoo, but there is a new technology on the scene that does more than just search the web it discovers it. Trapit, which is a personalized discovery engine for the web thats powered by the same artificial intelligence technology behind Apples Siri, launched its public beta last week. Trapit, which was first unveiled in June, is a system that personalizes content for its users based on keywords, URLs and reading habits. Since its first unveiling this past June, more than 10,000 participants have been testing out Trapit and using it to find and trap content. (more) How Search Engines Use Machine Learning for Pattern Detection Search engines use machine learning for pattern detection. While its impossible to explain in one short article how machine learning influences our lives, understanding the basics of machine learning can give you some insight into search algorithm updates, such as Googles Panda update. Correlation Between Variables To predict the outcome of future tests, scripts can use supervised learning on past outcomes to define a hypothetical prediction line. As the learning set grows the prediction becomes more certain. (more) Blue Star Software Introduces Four Study Teams to Explore Key Technologies and ... FALLS CHURCH, Va., Nov. 30, 2011 -- FALLSCHURCH, Va., Nov. 30, 2011 /PRNewswire/ --Blue Star Software, providers of IT support services to the United States Intelligence Community (IC), has announced the formation of four teams of employees to study technologies, concepts and methodologies that are important to the IT direction of its customers. Each team will focus on one core area of expertise: cloud computing, all things data, Ruby on Rails, and machine learning. "Our employees will become even more knowledgeable about technologies that are important and current in the commercial area, and can share information with clients about how to use these technologies to solve problems, as well as providing details about the technology's direction and implementation best practices. " Machine Learning a branch of artificial intelligence, machine learning involves the creation of algorithms that allow computers to learn and make intelligent predictions. (more) Nigeria: Student Wins Best Artificial Intelligence Research Award Kuala Lumpur Muhammad Abdulkarim, a Nigerian from Yobe State, received the best student paper award at the Advanced Topics in Artificial Intelligence conference in Singapore for his research project which uses artificial intelligence tools to prospect for oil in shallow and deep waters. Abdulkarim, a PhD student of Universiti Teknologi Petronas Malaysia was the only African at the conference which was attended by scientists from New York Institute of Technology, University of Tulsa, University of Bedfordshire, University of Surrey and many others. Abdulkarim was a junior lecturer with the University of Abuja in the Department of Mathematics, Statistics and Computer Science before leaving for Malaysia for a doctorate programme at the Department of Computer and Information Sciences of Universiti Teknologi Petronas. No help from Nigeria Abdulkarim said that rather than getting help from his university when he told them he was going for a PhD, he was discouraged. (more) Robots in London: New exhibition explores world of robotics Robotville will communicate the current state of play where everything is at when it comes to robot structures, robot abilities and robot appearances, claims Nick Hawkes, a lecturer in artificial intelligence and programming at the University of Birmingham. Some of Hawkess recent work will be on show at the exhibition he helped build Dora, a robot able to map an area and then, if in a home, for instance, locate and fetch familiar items. While Hawkes predicts that, within certain parameters, robots will become more and more useful, he concedes that cyborg bounty hunters are unlikely. I can imagine robots doing menial, automated tasks in prisons, hospitals, hotels places where there are a consistent set of requests, he says. (more) Google and Microsoft Talk Artificial Intelligence Technology Review : You both spoke on stage of how AI has been advanced in recent years through the use of machine-learning techniques that take in large volumes of data and figure out things like how to translate text or transcribe speech. What about the areas we want AI to help where there isn't lots of data to learn from? Eric Horvitz: I've often thought that if you had a cloud service in the sky that recorded every speech request and what happened nextevery conversation in every taxi in Beijing, for exampleit could be possible to have AI learn how to do everything. Isn't it difficult to use machine learning if the training data isn't already labeled and explained, to give the AI a "truth" to get started from? (more) Parascript Announces AccuDetect 5.0, Computer Aided Detection for Digital ... Accu Detect is tuned to work with the leading Full Field Digital Mammography (FFDM) and Computed Radiography (CR) systems. Available for FFDM vendors interested in reducing false-positive rates of existing CAD systems, Accu Detect is intended to assist radiologists in the early detection of breast cancer during mammography screening exams. The technology has been developed using a broad database of digital images from leading digital mammography systems. It uses several proprietary complementary algorithms to detect the presence of suspicious lesions on mammogram images. (more) Why Watson Can't Talk to Siri On Tuesday night, I was schooled by Watson on playing Jeopardy in an exhibition match at the Computer History Museum. David Ferrucci, the guy at IBM behind Watsons creation, explained during a conversation before the match that as intuitive as the interactions with Siri or Watson appear to us, they are fundamentally task-oriented. Watsons tasks are thus to figure out the context associated with a question, determine which answer is the likeliest based on that context, and then reckon if its confident enough in the probabilities to bother answering. Watsons Greater Firepower Siri, on the other hand, does two important things: It recognizes speech (Watson actually doesnt understand speech, but is fed a text version of the question) and it can figure out what steps to take in a limited number of applications, once it understands the words in a natural language process related to the process by which Watson functions. (more) Yap Isn't Much Like Siri. So Why Does Amazon Want It? CLT Blogs Justin Ruckman decoded SEC filings to turn up an intriguing recent Amazon acquisition : Yap, a Charlotte-based speech-recognition startup best known for its recently shuttered voicemail transcription app and backend services for some of Microsofts voice-to-text application. So far, Amazon hasnt publicly commented on or even confirmed Yaps acquisition, and didnt immediately respond to our attempts to find out what it plans to do with the company. What Yap does do, though, and does very well, is cloud-based voice transcription i.e., literal, word-for-word rendering of speech into text, at very high volume with very high accuracy but at very low cost. The closer analog to Yap then, isnt Siri, but Nuance, the company behind Dragons collection of voice applications for desktop and mobile, and whose engine powers the speech-to-text component of you guessed it Siri. (more) The Irish Times iRobot TELL ME a joke Siri. If you converse with someone behind a computer screen and you cant tell if this is a person or a machine, then the machine has truly demonstrated artificial intelligence, he concluded. Each year the Loebner Prize competition gathers a panel of expert judges to see if they can be tricked by AI (artificial intelligence) software known as chatbots, which are programmed to mimic human conversation. Despite his seemingly playful nature Do-Much-More hasnt spotted that in this context the judge was talking about a band, and the brave chatbot doesnt even consider admitting to the judge that it doesnt understand. (more) Stanford joins BrainGate team developing brain-computer interface to aid people with paralysis Stanford University researchers are enrolling participants in a pioneering study investigating the feasibility of allowing people with paralysis to use a technology that interfaces directly with the brain to control computer cursors, robotic arms and other assistive devices. BrainGate is based on research and technology developed in the laboratory of John Donoghue, PhD, the Henry Merritt Wriston Professor of Neuroscience and Engineering at Brown University, director of the Brown Institute for Brain Science and a senior research career scientist with the Providence VA Medical Center. In 2006, Donoghue and Hochberg led the publication of a landmark paper in Nature demonstrating that trial participants could control a computer cursor and other devices directly by neural activity. Earlier this year, the BrainGate2 research team published another paper in the Journal of Neural Engineering showing that the system allowed a patient to accurately control a computer cursor more than 1,000 days after it was implanted...... (more) Watch This Robot Control a Person's Arm Using Electrodes Tweet When this robot needs a hand, it borrows yours. In an experiment that opens a new chapter in human-machine interaction, a French research team has demonstrated how a robot can control both its own arm and a person s arm to manipulate objects in a collaborative manner. From a medical point of view, you might want to encourage the person to move more, and that s when the robot can help, by moving the person s arm to reach and hold the glass. The audience at the IEEE International Conference on Intelligent Robots and Systems (IROS), where the researchers presented their results in September, let out a nervous gasp upon seeing the video of the experiment: In the study, Adorno and his colleagues, Ant nio Padilha Lanari B and Philippe Fraisse, attached four electrodes to the arms of five healthy volunteers test subjects, who were also blindfolded, to avoid visual feedback. (more) Blogging the Stanford Machine Learning Class It occurred to me halfway through this weeks machine learning lectures that I could actually use the stuff were learning for something other than the homework assignments. This is known as your training setthe information youll feed to your algorithm so that it can slowly adjust its many partsthat is, learn the quirks of the housing market. Advertisement In the case of Robottke, we already had a very thorough training set of real blog posts by Kottke going back five years, with information like how often he would link to a given site, what keywords he likes to assign to his posts, and which bloggers and Twitter users he frequently turned to for ideas. (Essentially, we were doing the same thing a machine-learning algorithm does, just very badly. (more) Integration Insights: Machine Vision for Factory Automation - What are the important software algorithms used to perform image analysis and how they can be implemented - How to analyze specific applications and develop specifications with appropriate metrics to assist you in understanding and analyzing your own requirements With thousands of installations and 25 years of industry experience, the company is headquartered in Waterloo, Canada with operations in Montreal, Vancouver, Boston, Beijing, China, Eindhoven, the Netherlands; is a worldwide leader in the development of advanced digital camera technology products for machine vision, industrial imaging, computer vision and traffic and surveillance applications. Matrox Imaging : Established in 1976, Matrox Imaging is a leading developer of component-level solutions for machine vision, image analysis, medical imaging, and video surveillance. (more) Researchers Develop World's First Robot System to Dress Elderly and Physically ... The Nara Institute of Science and Technology (NAIST), a national corporation university in Japan, has developed the worlds first robotic system that can learn to dress the physically challenged as well as aged persons. According to Associate Professor, Tomohiro Shibata from the Mathematical Informatics Laboratory who also headed the research, Barrett's robots are incomparable because they are able to respond to even the slightest physical interactions, implementing the algorithms to learn to clothe people. The group led by Associate Professor Tomohiro Shibata, in response to the key technical problem has created a dual-arm robotic system, which can learn clothing-assistance motions after just a few trials. (more) Journalism Jobs Robo-Sourced Determined that those of us in the press can easily be replaced by a few algorithms and software, the company has found a way to combine machine learning, data analysis and artificial intelligence to crank out short- and long-form articles for data-swamped subjects like real estate, finance, sports and polling. To give articles the human touch of a "story angle," the system's software learns concepts and catchphrases, then collects historical data to sequence an article. While my first reaction to this technology is blood-boiling contempt and scorn, theFuture Journalism Projectmakes a good point, and as an occasional sports journalist, I can relate. Sure, it may reduce the drudgery of churning out purely statistical content, but the last thing journalism needs right now is to have its public perception polluted even more with the idea that we journalists can be replaced by automatons. (more) Videos "Why the Semantic Web will never work" (note the quote marks) Jim Hendler, Rensselaer Polytechnic Institute, responds to criticisms that the semantic web can never be a reality. July 7, 2011. (more) A panel discussion about Artificial Intelligence. The Charlie Rose Show television broadcast: A panel discussion about the latest developments in Artificial Intelligence with Rodney Brooks of MIT, Eric Horvitz of Microsoft Research and Ron Brachman of the Defense Advanced Research Projects Agency. December 21, 2004. (more) AAAS 2007 Annual Meeting Plenary Lecture by Larry Page, Co-Founder and President, Products, Google Inc. Larry Page shares his views about science/technology education, opportunities for changing the world, AI research at Google, access to information, and much more. February 16, 2007. (more) AGIRI 2006 Workshop Keynote Speaker: Dr. Stan Franklin (Dir. Institute for Intelligent Systems, University of Memphis) - A Cognitive Theory of Everything: The LIDA Technology as an Artificial General Intelligence. "Implementing and fleshing out a number of psychological and neuroscience theories of cognition, the LIDA conceptual model aims at being a cognitive 'theory of everything.' With modules or processes for perception, working memory, episodic memories, 'consciousness,' procedural memory, action selection, perceptual learning, episodic learning, deliberation, volition, and non-routine problem solving, the LIDA model is ideally suited to provide a working ontology that would allow for the discussion, design, and comparison of AGI systems. The LIDA technology is based on the LIDA cognitive cycle, a sort of 'cognitive atom.' The more elementary cognitive modules play a role in each cognitive cycle. Higher-level processes are performed over multiple cycles. This talk will give a quick overview of the LIDA conceptual model, and its underlying computational technology." May 20, 2006. (more) Alex (Sandy) Pentland, director of the Human Dynamics Group at MIT, describes Reality Mining. "Alex (Sandy) Pentland, director of the Human Dynamics Group at MIT, describes a future in which cell phones log data about their owners' behavior. He reasons that this data can be used to strengthen social networks, generate recommendations, help track diseases, and monitor personal health." 2008?. (more) ArsDigita University Curriculum - Artificial Intelligence course taught by Patrick Winston. Lecture #1 (of 4): AI Overview, Rule-Based Expert Systems and Knowledge Engineering. ArsDigita University Curriculum: "The curriculum was modeled on the undergraduate CS program at MIT. Several of the courses were straightforward adoptions of MIT courses. A few were specifically designed for the program, which was roughly in line with the ACM's 2001 Model Curricula for Computing." June 4, 2001. (more) Automatically Generated Convex Regions for Agent Navigation in Virtual Worlds. We demonstrate a new method of decomposing virtual environments into a navigation mesh represented by bounding geometry useful for agent spatial reasoning, path planning, and mobility. Our method is a fully-automated and tunable growth-based technique for decomposing the world using quads and higher order polygonal shapes. This technique results in decompositions that are generally better than current techniques. July 14, 2008. (more) BACON. Herbert A. Simon describes BACON and the nature of programs that do science and scientific discovery. March 21, 1990. (more) Bio-inspired Flying Robots. In this video we present bio-inspiration as the main drive for the design of platforms, autonomous navigation strategies and aerial swarming for flying robots.. July 14, 2008. (more) Building Watson - A Brief Overview of the DeepQA Project YouTube Video on some of the technical aspects of Watson, with links to several other videos about Watson. (December 13, 2010. (more) CALO Integrated Task Learning. The CALO Integrated Task Learning (ITL) video describes an effort to develop technology that can learn and execute procedures to automate online tasks in a range of application domains. In this video, the technology developers discuss both their approach to task learning, which is grounded in the notion of a user demonstrating and describing the task to the system, and challenges faced in deploying the technology. A short demonstration shows a user teaching the ITL system how to find driving directions to SRI's main campus and email them to interested parties. July 14, 2008. (more) CALO Workflow Recognition and Proactive Assistance. SRI's CALO agent helps users manage their tasks and time. Using advanced activity recognition algorithms based on logical probabilistic models, CALO observes and tracks user desktop actions and offers contextually appropriate assistance. July 14, 2008. (more) CSE Colloquia - 2005: Intelligent Tutoring Systems - Improving Student Modeling. Intelligent Tutoring Systems (ITS) are computer-based instructional tools that rely on artificial intelligence techniques to generate individualized interactions tailored to a student's learning needs. Cristina Conati [University of British Columbia] discusses how the scope and effectiveness of ITS can be increased by extending the range of features captured in a student model to include domain independent, meta-cognitive skills and affective states. October 19, 2004. (more) Computer Chronicles: Artificial Intelligence (1986). What is Artificial Intelligence? Does AI even exist? These are just two of the questions addressed in this episode. Topics covered include expert systems, machine vision, decision support software, natural languageprocessing, and speech recognition systems. Hosted by Stuart Cheifet and Gary Kildall, with commentary from George Morrow. Guests: Hubert Dreyfus, UC Berkeley; Gary Hendrix, Symantec; S. Jerrold Kaplan, Lotus Development; Harry Tennant, Texas Instruments; and Terry Winograd, Stanford University. January 2, 1986. (more) Computer Chronicles: Computers & the Pentagon - Part Two (1986). "A look at the uses of computer hardware and software in the Defense Department. Shot on location at various military installations around the country. Featured are demonstrations of SDI, the Strategic Defense Initiative, the AEGIS combat control system on board the USS Valley Forge advanced navy cruiser, and the Air Force's Advanced Sensory Exploitation System using distributed networks and artificial intelligence to detect enemy threats." 1986. (more) Computer Chronicles: Computers and the Pentagon - Part One (1986). "The world's biggest computer user is the U.S. government and the military in particular. This program reviews the military uses of computer technology. Shot on location at various research centers around the country. Featured are the Robotics Institute at Carnegie Mellon University in Pittsburgh, Pennsylvania and Advanced Decision Systems in Mountain View, California. Demonstrations include the Pilot's Assistant and the Battlefield Commander's Assistant. Also flight and battle simulators from Singer Link." 1986. (more) Computer Chronicles: Decision Support Systems / Computer-Aided Decision Making (1984). "Expert systems software and artificial intelligence applications." Hosted by Stewart Cheifet and Gary Kildall, with guests: Mike Thoma of Management Decision Systems demonstrating EasyScan, Steve Weyl of Syntelligence, and Jim Chapman of Human Edge Software, demonstrating Sales Edge. After the main program, Susan Bimba presents industry news in the Random Access segment. January 24, 1984. (more) Computer Chronicles: Neural Networks. "Neural networks are artificial intelligence systems modeled after the human brain. This program looks at several examples and applications. Included are Braincel 1.1 from Promised Land Technologies [demonstrated by Murray Ruggiero], BrainMaker Professional 2.0 from California Scientific Software [demonstrated by Mark Lawrence], MacBrain 3.0 from Neurix [demonstrated by Matt Jensen], NeuroSMARTS from Cognition Technology [demonstrated by Richard Mansfield], and ExploreNet from HNC. Also includes visits to NASA [Max Reid describes HONN: Higher Order Neural Network] and Intel [Mark Holler describes ETANN: Electronically Trainable Analog Neural Network] to see the work they're doing on neural networks." Also appearing on the show is Tom J. Schwartz (The Schwartz Assoc.). Hosted by Stewart Cheifet and Jan Lewis. May 15, 1991. (more) Computer Chronicles: Robots - Japanese Style (1985). Host Stewart Cheifet visits High Tech Expo '85 in Tsukuba (Science City), Japan, to look the latest computer and robotics technology. 1985. (more) Computers in Education. Stewart Cheifet is joined by guest co-host Herb Lechner [SRI International] for this 1984 broadcast about computers in education with in-studio guests: Professor Patrick Suppes [Stanford University], Nancy Palmer [ Computer Education Coordinator, Palo Alto School District], and Glenn Kleiman [Teaching Tools Microcomputer Services], author of 'Brave New Schools'. . 1984. (more) Digital Analysis of Van Gogh Paintings. Computer processing of digital images of artwork is an emerging and rapidly growing cross-disciplinary activity. The video presents a prototype of a system that can assist art experts in the authenticity assessment of alleged Van Gogh paintings. The presented system is based on a combination of texton-based texture analysis and t-Distributed Stochastic Neighbor Embedding. July 14, 2008. (more) ENIAC inventor John Mauchly tells all. "Mauchly, co-inventor of the ENIAC, first unveiled the ENIAC at University of Pennsylvania in 1946. Here are excerpts from Blastoffmedia's 98-minute documentary, 'The Computer and the Skateboard.'" Clips feature John Mauchly, Kay Mauchly, Mitchell Marcus, Evan Snyder, Joe Chapline, and James Reed. 2000. (more) Eric Horvitz with Microsoft Research on “Surprise Modeling”. Eric Horvitz, head of the Adaptive Systems and Interaction group at Microsoft Research, talks about surprise modeling. 2008?. (more) Evil HAL 9000 or Benevolent R2D2: The Future of A.I.. Patt Morrison's live one-hour public affairs show with guest host, Jon Beaupre. 89.3 KPCC-FM , Southern California Public Radio. "Our most vivid images of artificially intelligent machines tends to come from science fiction movies, and they usually fall into two categories: evil robots run amok, bent on destroying mankind or wise androids assisting and saving humans. The reality of A.I. machines is a little more complex, but the advancements are coming in leaps and bounds with ever more intelligent and autonomous systems that are being designed for such tasks as caretakers for children and the elderly, independent transportation vehicles and war making. There are still many ethical and safety concerns that must be addressed. How long before we can all expect to have our own A.I. robot friend in our homes?". July 24, 2007. (more) Exclusive interview with Peter Molyneux. New Scientist's David Cohen interviews Peter Molyneux (Creative Director, Lionhead Studios)about why computer games need to incorporate AI and emotions. May 2007. (more) Expert Systems. In this excerpt from "AI: What Can it Do? Where is it Going?," Herbert A. Simon explains the anatomy of expert systems. March 21, 1990. (more) Hands-Free Human-Robot Interaction. Using emerging sensing technology, the iRobot Packbot is demonstrated responding to voice and gesture-based commands in real time. July 14, 2008. (more) Handsfree Decision Support - Full version. Demonstration of handsfree decision support systems for trauma care. The system executed on a portable computer, employing speech recognition coupled with a Bayesian inference and decision making system. After the demo, details of the system construction and use are presented. 1995. (more) NATO Advanced Study Institute Workshop on Mining Massive Data Sets for Security (MMDSS 2007) presentation by Ekrem Duman (Dogus University, Turkey) - Detecting Money Laundering Actions Using Data Mining and Expert Systems. "Nowadays terrorism is one of the biggest troubles that almost every country faces. It mainly influences the economy and the well being of the citizens and this effect is relatively larger in the developed countries. Since the financial sources of terrorist groups can be regarded as black money, the solutions against the money laundering actions can be expected to identify the transactions of the terrorists. Then, blocking their accounts could slow down their actions if cannot stop. In many countries, the financial institutions are expected to inform compliance regulation bodies about any persons or transactions that they think suspicious. To cope with this necessity, various software packages for anti money laundering (AML) have been developed and are commercially available." In this talk, Ekrem Duman explores the factors that must be addressed in building these programs. Q&A follows the talk.. September 17, 2007. (more) Narratoria, an Authoring Suite for Digital Interactive Narrative. The software presented here provides sufficient authoring capabilities to allow users to create training applications using interactive narrative without the need of programmers. Novices and professionals alike can use the system's toolset to manage and create complex interactive storylines. July 14, 2008. (more) Overview Talk on Informatics by Edward "Ted" H. Shortliffe, MD, PhD., presented at the Biomedical Informatics @ Arizona State University Symposium 2006. An overview of the field, from inception to current trends, and suggestions for how to establish a new Biomedical Informatics academic program. January 19, 2006. (more) SIAI Interview Series: Barney Pell, Powerset CEO. Dr. Barney Pell is an SIAI Advisor and co-founder and CEO of Powerset, a San Francisco company working to build a transformative consumer search engine. In this interview, Pell talks about advanced AI, progress in the AI field, Powerset, his involvement with SIAI, his robotics work at NASA Ames, the dangers of AI, the importance of foresight, and more. May 30, 2007. (more) Surgical Robotics: Is R2D2 in Your Future?. "Surgical Robots are here now; they have their roots in Stanford-based research and Silicon Valley development. How do they work? What can they do? Thomas Krummel, MD, [Emile Holman Professor and chair, Department of Surgery, Stanford University School of Medicine] addresses the current uses of surgical robotics, the reasons for using them and their role in future medical treatments." Questions from the audience follow the talk. March 23, 2006. (more) Technology Review Documentary: Evolutionary Design. Computers can provide design variations that no human would have imagined. September 2006. (more) The Age of Intelligent Machines: The Film. By Raymond Kurzweil. From the original video notes: A survey of Artificial Intelligence showing AI at work and under development. The paradoxes, promise and challenges of advanced computer science, with authorities Marvin Minsky, Roger Schank, Raj Reddy and other leaders in the field. 1987. (more) The Secure Wireless Agent Testbed. This video presents a high-level overview of the Secure Wireless Agent Testbed, a multi-year project to study intelligent agent technologies in the context of network-centric and mobile ad hoc wireless systems for situation awareness. The project involved over 50 students and resulted in over two dozen live field trials of agent-based C4ISR. The SWAT platform has since been employed on a number of follow-on projects and products for the Department of Defense, Department of Justice and several commercial offerings. July 14, 2008. (more) The Tactical Language and Culture Training System. This video shows the Tactical Language and Culture training systems and briefly presents some of the ways they use AI technology. The systems are an example of successful technology transition from academia to practice. They have been deployed widely in the US Department of Defense, and more recently in commercial applications. July 14, 2008. (more) UK Future TV: Future Technology episode with Austin Tate. "Austin Tate of the University of Edinburgh talks about artificial intelligence techniques and their use in emergency response centres." March 10, 2007. (more) USC Presents...Closer To Truth: Can We See the Near Future - Year 2025? "Close you eyes. Now fast-forward 25 years. Open your eyes. What do you see? Humanity has moved through the agrarian age to the industrial age and now, the information age. With what moniker will we label our future? Experts gather to argue where we've been, what we've learned, what the future holds in store, and if it really is possible to forecast the not too distant future. Joining host Robert Kuhn are creativity pioneer Edward de Bono; fuzzy logic expert Bart Kosko; artificial intelligence expert Edward Feigenbaum; futurist Graham T.T. Molitor; and planetary scientist Bruce Murray." June 2000. (more) Virtual Humans Research Project. This video features virtual human research at the USC Institute for Creative Technologies. The virtual humans use artificial intelligence to reason about events as they unfold, they exhibit emotions, and they interact naturally using verbal and non-verbal communication. This video features a prototype system that shows how virtual humans can be used to train complex interpersonal skills, such as negotiation. July 14, 2008. (more) Westworld: A Domain for Automatically Generated Narratives. Darshak is a system developed at NCSU that features a narrative discourse planning algorithm for generating cinematic visualizations of automatically generated stories. The characters and cameras are directed through a suite of tools built on the Unreal Tournament game engine. Darshak automatically creates movies in WestWorld, a western themed environment in the game engine, featuring content from the LawDogs Unreal mod. July 14, 2008. (more) Wired Science Interviews: Red Whittaker, Roboticist. Ziya Tong talks to Red Whittaker about his career path, autonomous robots in hazardous environments and emergency situations, the DARPA Urban Challenge, his favorite robot, and much more. Film clips of his robots at work are interspersed throughout the discussion. 2007. (more) |
