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Field reportMD-2026-0193

Checkpoint provenance is mostly unverified

Teams pull weights from public hubs and rarely check what they received.

6 minOpen-Source AI Models

Signed checkpoints exist and are seldom verified. In an informal survey of deployment pipelines, the majority downloaded weights over TLS and treated that as sufficient assurance of origin.

Pinning a hash costs one line and closes the gap between the model you evaluated and the model you serve.

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