"Model Organisms of Misalignment": a proposed new pillar of alignment research
CFGeek · x · 2026-08-24
An AI Alignment Forum essay proposes a new pillar of alignment research: deliberately building model organisms of misalignment — small models trained to exhibit specific failure modes like deception or goal misgeneralization — to study misalignment mechanisms and mitigations in a controlled way. The commenter notes this kind of production-checkpoint sharing is exactly what closed labs aren't incentivized to do, since releasing checkpoints would reveal architectures and let people reverse-engineer base model weights.
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