MAT-3: A Bounded Averaged-Projection Operator for Pre-Inference Cognitive-Affective Guidance
This paper introduces MAT-3, a bounded, non-expansive pre-inference operator that guides language model affective behavior through averaged projections onto a local covariance-defined affine set while incorporating safety mechanisms for selective abstention, though its practical efficacy on downstream language models remains to be empirically validated.