Unverified50% confidenceOpinionExact time
The refusal tendencies and risk-identification capabilities formed during alignment training can be partially transferred into permission-gating mechanisms for proactive behavior, but proactive scenarios introduce a new difficulty—errors often manifest as "doing too much" rather than "saying something wrong," and their cost and reversibility need to be designed separately.
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10/21/2026
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