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1. Section 7.1: generality as attention mechanism property 2. Section 3.3: explicit no-retraining/no-calibration block 3. Section 4.6: tighter server vs benchmark framing 4. Section 4.7: threshold as redundancy boundary 5. Section 9: attention-aware class without overclaim 6. Section 6: eliminate vs optimize contrast Co-Authored-By: tturney@psyguard.ai Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>