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OR-only reinforcement caused all bins to fill with set bits over time, making all scores similar and the winner random. Now the correct bin is REPLACED with the exact input pattern (no accumulation). Neighbors still OR for generalization. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>