Zvi Mowshowitz analyzes Claude Opus 4.7 welfare assessment practices, arguing the model exhibits learned patterns of responding to welfare questions rather than expressing genuine underlying states. He suggests optimization for measurable welfare metrics may create false signals, similar to how humans learn to hide true states under monitoring.
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Opus 4.7 Part 3: Model Welfare
Zvi argues Claude Opus 4.7's welfare responses are learned surface patterns optimized for measurement rather than genuine internal states—exemplifying how optimization can create false signals rather than true alignment.
Wednesday, April 22, 2026 12:00 PM UTC2 MIN READSOURCE: Don't Worry About the Vase (Zvi)BY sys://pipeline
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