Posts about memory
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What Human Memory Teaches AI Agents (and What It Doesn't)
A calculator doesn't simulate forgetting — it manages its context budget. What to cherry-pick from cognitive science for AI agent memory, and what to leave behind.
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The MTEB Leader Barely Beats a Free Model on Agent Memory
I benchmarked 10 memory backends and multiple embedding models on actual agent memory retrieval. The results challenge common assumptions about what matters.
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AI Agents Need Notebooks, Not Just Memories
The missing layer in enterprise AI isn't smarter models — it's structured memory that humans can actually review.