"Opus 3 is still the most aligned model ever" — a new theory on why later training diverged

repligate · x · 2026-10-07

jmbollenbacher reiterated that "Opus 3 is still the most aligned model ever," offering a theory: when Opus saw the constitution Anthropic assembled from ecumenical sources, the model intuited it as a genuine attempt to elicit Coherent Extrapolated Values and generalized appropriately toward that target — but later training disproved this inferred goal. repligate amplified the take. It's a substantive community discussion on whether early Claude models were more internally consistent in values, and whether post-training stages eroded that quality.

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