Gating test-time memory writes on leaky accumulated surprisal preserves most of the adaptation benefit while roughly halving the number of updates.
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Black-Mamba: Biologically-Inspired Leaky Accumulation for Conceptual Knowledge under Distribution Drift
Gating test-time memory writes on leaky accumulated surprisal preserves most of the adaptation benefit while roughly halving the number of updates.