11 ms·
> One problem with that kind of feedback is that it incentives the AI to make us think it solved the problem when it didn’t, Supervised learning is: "here's th
by wizzwizz4 3y ago
> One problem with that kind of feedback is that it incentives the AI to make us think it solved the problem when it didn’t,
Supervised learning is: "here's the task" … "here's the expected solution" *adjusts model parameters to bring it closer to the expected solution*.
What you're describing is specification hacking, which only occurs in a different kind of AI system: https://vkrakovna.wordpress.com/2018/04/02/specification-gaming-examples-in-ai/ https://vkrakovna.wordpress.com/2018/04/02/specification-gam... In theory, it could occur with feedback-based fine-tuning, but I doubt it'd result in anything impressive happening.
- circuit10 3y agoOh, that seems less problematic (though not completely free of problems), but also less powerful because it can’t really exceed human performance