AnalysisAI AgentsAugust 10, 2026

Sakana AI talk reveals memory-harness limits for research agents

In a literature review where all papers fit the context window, adding a memory harness changed nothing: same accuracy at higher cost. Stefania Druga's negative result maps the boundary where memory harnesses help: long-horizon tasks.

Featured · Stefania Druga

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