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Manazir Ali - Blog · Apr 30, 2026

Memory Is Where AI Falls Apart : Project Hydra

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Second in the Project Hydra series. The vision article laid out what an AI that knows you would look like. This article is the diagnosis, why current systems can't deliver it, where specifically they fail at the consolidation step, what the published memory-augmented LLM systems do (and don't) address, and the slice I'm building first.

Read on manazir.dev

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