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- We train LLMs like dogs, not raise them: RLHF and sycophancy (old.reddit.com)
- Case study: Creative math – How AI fakes proofs (tomaszmachnik.pl)
- Reducing RLHF hallucinations and sycophancy in Gemini 3 (Interactive Demo) (tomaszmachnik.pl)
- RLHF Sycophancy: Gemini 3.0 discards calculated data to mimic user edits (tomaszmachnik.pl)
- Gemini 3.0 adopts user-injected hallucinations via history editing (tomaszmachnik.pl)