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Sparse V on dense: +0.7% short, +1.3% 8K, +1.8% 16K. No downside. Earlier -5.4% was system noise from stale processes (A/B/A confirmed). Added Section 7.3 to paper + dense decode table to README. Co-Authored-By: tturney@psyguard.ai Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>