ParamHuman

The External Mind.

Research notes on AI hardware, edge × cloud orchestration, and human-centered intelligent systems.

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AI Hardware System Design: The Underlying Logic

2026-02-01

AI hardware is not a container for models, but an information refinery that turns noisy physical signals into human trust.

Edge × Cloud AI Orchestration

2026-02-01

A system architecture approach for real-world intelligent agents, focusing on latency, privacy, cost, and reliability through edge-cloud collaboration.