Claude’s anti-hallucination loop sounds a bit self-aware

michalmalewicz · x · 2026-07-20

Claude says:

> “To prevent myself from hallucinating, I will web-fetch the results again and display their excerpts inline for you to verify.”

The poster jokes about whether this sounds like self-awareness — a neat example of a model trying to guard against hallucination by re-checking sources and surfacing evidence inline.

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