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# Temporal Diff Attention — 4th attention mechanism for Janus
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Four variants exploring delta-based attention (QKV + RRPRAM + Echo + TemporalDiff).
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Analysis by Opus agent: Variant 1 (shared QKV weights) is cleanest.
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Recommended: Variant 1.5 (dedicated delta key, shared values).
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See analysis in memory: experiment notes from 2026-03-25.
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