LinkedIn articles

Syndicated pieces, hosted on LinkedIn.

Shorter writing that publishes first to LinkedIn. The Three-Body Problem series is the canonical home of the argument; these articles are entry points and follow-ups.

Category: Model Operations · 2 articles

May 6, 2026·Model Operations

We Checksum Our Model Weights. We Don't Check What's Inside Them.

SHA-256 verifies the archive. SC-5 (Forensic Verification) confirms the weights inside. Here is why the difference matters for federal AI governance.

federal-aimodel-provenancendaamlsecops

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Apr 23, 2026·Model Operations

We Checksum Our Model Weights. We Don't Check What's Inside Them.

The Model That Argues Back: Taming Claude Opus 4.7