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Memory Compaction for Agents Has an Information-Theoretic Floor

AI · Studies · 2026-08-31 10:46:00

The piece argues that memory compaction for AI agents is bounded by an information-theoretic lower limit, meaning lossless compression of agent memory cannot go below a fundamental threshold.

Source: pentad.ai


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