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What Went Wrong and Why: Lessons from AI Research and Applications
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What Went Wrong and Why: Lessons from AI Research and Applications
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Abstract:
There are two critical interfaces that must be crossed when deploying any technological product. These are the hand-off from research to development and the hand-off from development to commercialization. These interfaces are frequently problematic, and are especially problematic when the technology being deployed is based on artificial intelligence. This paper will present our analysis of the problems and lessons learned from the deployment of an artificial intelligence based financial application that was developed and commercialized over the last two years, and is currently being used to manage a private hedge fund.
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What Went Wrong and Why: Lessons from AI Research and Applications