Safety alignment reduces to density ratio matching, enabling Bregman Safety Optimization losses that provably recover the optimal safe policy as special cases of prior methods.
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BSO: Safety Alignment Is Density Ratio Matching
Safety alignment reduces to density ratio matching, enabling Bregman Safety Optimization losses that provably recover the optimal safe policy as special cases of prior methods.