this post was submitted on 14 Apr 2025
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This was why, in spite of it all, I had a brief glimmer of hope for DeepSeek -- it's designed to reveal both its sources and the process by which it reaches its regurgitated conclusions, since it was meant to be an open-source research aid rather than a proprietary black-box chatbot.
Anthropic's latest research shows the chain of thought reasoning shown isn't trustworthy anyway. It's for our benefit, and doesn't match the actual reasoning used internally 1:1.
As you say, hallucinating can be solved by adding meta-awareness. Seems likely to me we'll be able to patch the problem eventually. We're just starting to understand why these models hallucinate in the first place.