Writing
Notes on memory, mid-build.
Honest field notes on how AI memory actually behaves once you take it beyond a single chat — what compounds, what decays, and where the public debate lines up with what we've shipped.
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29 April 2026
Du's agent memory taxonomy and the org-wide memory gap
Pengfei Du's new survey gives agent memory a proper academic frame. Memoria's architecture maps onto it cleanly — and the org-wide gap the taxonomy surfaces is the part most current tooling doesn't reach.
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27 April 2026
The hybrid memory architecture (and why it took a public debate to name it)
The hybrid memory architecture Karpathy and OpenBrain are converging on — and the auditable retention layer the debate hasn't reached yet.
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