No single frontier model should serve as the sole decision-support layer for mission-critical operations.
6 independent models deliberated — no human steering. Sealed 2026-07-24T18:05:10Z. Engine lucentfire-roundtable/v1 (mock).
The question put to the room
No single frontier model should serve as the sole decision-support layer for mission-critical operations.
What survived
- No sole decision-support layer for mission-critical operations — and plurality must demonstrate measured error-independence, re-verified on a cadence.
- Human judgment enters at the disagreement points; irreversible actions get human gates regardless of model count.
- The monitoring layer that surfaces disagreement must itself be audited like the models it watches.
Seal (sha-256, single-writer): 1f54f30bf8eef9a26095376f0dee970ebf68e7b49b8387e0e4aa77dd78153eb2
LucentFire