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I'm a bit concerned that a government chatbot like this would include a user-feedback signal like thumbs up/down. I think this could be gamed by bad actors to promote/demote specific types of content in the training data, assuming they use those signals in some sort of post training. Hopefully they're accounting for that.


You can combine it with a topic classifier and get the satisfaction rate for each topic. That's pretty useful for finding problem areas.


... unless it doesn't really even do anything and is just a placebo.




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