I agree that existing ML/AI systems focus on closed worlds. This is the fundamental reason that these systems are not safe to deploy in high-stakes open-world applications. But the idea that knowledge engineering will avoid these problems is puzzling. 1/https://www.nytimes.com/2018/05/18/opinion/artificial-intelligence-challenges.html …
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Every hand-engineered system that I've seen suffers from exactly the same closed-world problem. Knowledge Engineering is also "Harder Than You Think". 2/
@GaryMarcus5 replies 3 retweets 36 likesShow this thread
Replying to @tdietterich
hey, we acknowledged that knowledge representation was hard, and said that it needed to be approached in fresh ways.
3:22 AM - 20 May 2018
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