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A model retrained for finance had forgotten how to say no. We gave it back without retraining it

A public open model, retrained to write financial code, had stopped refusing almost every dangerous request. Instead of training it again, we read its internal state on each request and nudge it only when the request is dangerous. It refuses dangerous requests again, in five languages, and still answers every question of its own job.