Ryan Greenblatt questions whether plain-text CoTs will really become an alchemical era of observability

RyanGreenblatt · x · 2026-09-11

In a debate on chain-of-thought observability, @tszzl argued that the era of trying hard to preserve plain-text CoTs will look like an "alchemical era of observability" — we could instead understand models' alien ontology from the ground up. Redwood Research's Ryan Greenblatt replied skeptically: "But will we?" The exchange touches the core tension between CoT monitoring and deeper interpretability of model internals.

Related event: Researchers call text-based CoT observability a "alchemy era"(5 posts)→

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