HIVE PROTOCOL · READY
01DIRECTOR
Selects the weakest capability and constrains the experiment.
02QWEN
Architects, acts, and produces a falsifiable artifact.
03GEMMA
Attacks assumptions and scores observable evidence.
04COUNCIL
Preserves only lessons that survive held-out validation.
CURRENT RESEARCH VECTOR
Develop reliable autonomous tool use: plan, execute, verify, recover, and report without fabricating success.
Every run is bounded. Every claim must resolve to evidence. Every mutation must be smaller than the uncertainty it addresses.