In this video, learn the explainability of both the algorithm and decision side of a system and how each side can be managed.
(upbeat music) … - [Instructor] How did you go? … Currently the idea for Binary Vils Project … sounds pretty good … but there were a few different things to check first. … And these are just some … of the thoughts that came to my mind. … I'm sure that your answers might be a bit different … and that's all fine. … It's all about thinking about … the problem and trying to think … about it with a responsible lens. … So for starters, it seems that the separation … between the algorithm … and the decision process may not be set explicitly. … It seems that it's still … in a bit of an investigation phase where all the data … and resources are just pulled in one folder … and only small group of people are working on the project. … Second, some of the questions I would ask would be … around the steering group. … Is there a clear purpose to this project? … Has it been defined and do they have metrics of success? … Third, when it comes … to the actual implementation, is there someone who's acting …
Author
Released
10/28/2020Skill Level Beginner
Duration
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Introduction
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1. Introduction
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Introduction1m 32s
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What is AI?1m 41s
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Example case studies1m 5s
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2. Overview and Risks
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Risks of irresponsible AI1m 40s
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Challenge: Brainstorm a risk1m 12s
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3. Comprehension
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Understanding algorithms2m 54s
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Understanding decisions1m 39s
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4. Best Practices
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Global policies2m 13s
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Best practice2m 42s
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Challenge: Policy search1m 9s
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Solution: Policy search2m 28s
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Conclusion
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Video: Solution: Real-world example of a system