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REMORY

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Machine Heart
Machine Heart
Nov 10, 2026 · Artificial Intelligence

REMORY: 1.9B Memory Module Beats Context Compression for 3-Day Autonomous Research

Shanghai Institute for Science Intelligence open-sources REMORY, a 1.9B parameter memory module that uses cross-attention to generate residual tokens from compressed context, enabling small models to autonomously conduct multi-day research with 50% fewer tool errors and 33% lower token costs, matching GPT-6.1-Terra performance.

BrowseCompREMORYTerminal-Bench
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REMORY: 1.9B Memory Module Beats Context Compression for 3-Day Autonomous Research