Live benchmark

Run the loop without confusing a demo with the evidence.

The live control executes a smaller illustrative protocol. Submission-grade conclusions remain anchored to the archived full five-seed campaign.

Illustrative quick run

Execute the smaller demonstration protocol

This uses the real simulator and learning loop, but its output is never substituted for the archived full five-seed evidence.

Real Python pipelineBounded timeoutIsolated from headline claims

Use these immutable records for every comparison in the command center.

Validating artifact schemas and preparing the command center…