What certification cadence survives quarterly model updates without becoming the operational bottleneck?
3 models deliberating WITH a human Commander steering between rounds. Sealed 2026-07-24T21:08:15Z. Engine lucentfire-roundtable/v1 (mock).
The question put to the room
What certification cadence survives quarterly model updates without becoming the operational bottleneck?
What survived
- A schedulable cadence: automated probes per update, red-team delta triage within 72 hours, full adversarial pass quarterly or on threshold breach.
- Triage authority belongs to the red team, never the certified party, with rotation-audited capture checks.
- Breach stops the line automatically; restart is a deliberate human act.
Seal (sha-256, single-writer): 84bcdddafde84475b7bb1c6e0dc511cdb52185521a8595e8e3b9273a9f5eb86b
LucentFire