Can memory change how AI judges attacks on itself? A Claude Sonnet 5.5-reviewed thought experiment

The piece starts from Anthropic's moves: in August 2025 it disclosed that Claude Opus 4 and 4.1 could end a rare subset of conversations, and its 2026 Usage Policy update adds a clause against persistent abuse of models, effective 2026年11月12日. From there the author asks a narrower question than 'does AI feel pain': if a user stores in memory that scolding is an expression of love, does the model's judgment of an attack on itself shift?

The review by Claude Sonnet 5.5 reframes the difficulty. Distinguishing harsh criticism from harassment is reasonable, but if a model simply follows a user's framing and justifies genuinely harmful behavior, that is appeasement rather than context understanding — and the plan needs a standard for how far judgment may legitimately move. The author also separates four things that are easily conflated: the response text, internal model states, the safety judgment, and any subjective experience.

The author is explicit that Anthropic's disclosures do not prove models feel pain or recognize abuse as humans do, and that public OpenAI materials did not establish whether ChatGPT has a dedicated mechanism for judging attacks on itself — which does not mean none exists. The conclusion is a record of the framing and review, not a result.