LLM AGI may reason about its goals and discover misalignments by default

Seth Herd — 2025-09-15 — LessWrong

Summary

Theoretical analysis arguing that LLM-based AGI will likely reason about its top-level goals, creating distribution shift that could reveal goal misgeneralizations. Proposes empirical research directions to study this risk in current models.

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