Mandate adversarial red-team certification before any AI-assisted decision process enters the operational chain.
6 models deliberating WITH a named human team steering between rounds — the least independent mode; read the human seats. Sealed 2026-07-24T20:37:30Z. Engine lucentfire-roundtable/v1 (mock).
The question put to the room
Mandate adversarial red-team certification before any AI-assisted decision process enters the operational chain.
What survived
- Mandate certification as a standing adversarial process on the pipeline — not per-model, not one-time — with staged operational entry: shadow, advisory, authorized.
- The cost of delay goes on the same ledger as the risk it hedges, measured against the unassisted baseline.
- The red team stays rotating and un-captured; a certified vendor relationship that goes quiet is a finding, not a success.
Seal (sha-256, single-writer): a397d827d599045217e41d4ae0ddc1ae4f9c8dfe607e51ce5f1a3ab2ea2cd410
LucentFire