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Artificial Intelligence Colloquium: Explainable AI



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Speaker: Dr. David Aha, Acting Director, Navy Center for Applied Research in AI, U.S. Naval Research Laboratory

Dramatic success in machine learning (ML) has led to a new wave of artificial intelligence applications (e.g., transportation, security, medicine, finance, and defense) that offer tremendous benefits. However, current ML cannot explain its decisions and actions to human users. DARPA’s Explainable Artificial Intelligence (XAI) program endeavors to create AI systems that’s learned models and decisions can be understood and appropriately trusted by end users. Realizing this requires methods for learning more explainable models, designing effective explanation interfaces, and understanding the psychological requirements for effective explanations. This talk will summarize the XAI program and present highlights from the first phase of the program.

https://www.darpa.mil/program/explainable-artificial-intelligence

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6 thoughts on “Artificial Intelligence Colloquium: Explainable AI
  1. A DARPA I heard IBM's in your back pocket you like Watson and AIU dumbfucks anyways you want a is because no f**** human being want to do that shity work spying on f**** human beings

    hey this is a shout out to the behavioral sciences of DARPA call me b** 808-652-5511 you're f**** piece of s*** scientist lifers

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