Open-Weight Models Shift the Burden¶

This topic has been consolidated into a single canonical article. See Open-Weight Models Shift the Burden in Insights for the full discussion of self-hosted model control implications.

The article covers: - How deployment model changes the control surface - What self-hosting means for each layer of the three-layer pattern (Guardrails, Judge, Human Oversight) - Control adjustments for open-weight deployments - The sovereignty trade-off

AI Runtime Behaviour Security, 2026 (Jonathan Gill).