Arman Afzar

Armani Journal

Armani Journal

Short answer

Technical notes from the Arman Afzar team on AI, agents and blockchain.

Latest articleAI Copilots & Agents

AI copilots fail without a knowledge spine

Most enterprise copilots don’t fail because of the model — they fail because knowledge lives in ten different places. What a knowledge spine is, and how to build one.

· 2 min read

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