THE EXPERIMENT / HUMAN IN THE LOOP

Better checks.
Human decisions.

Red tests the boundary. Blue proposes a change. You make the call.

Not connected
Active rule—Only changes after approval
Recordings from real people—

Reading this lab's evidence…

Waiting for device coverage
Latest forgery passes—Run a gate to compare
Decision policyYou stay in control.Fewer forgeries. No added human rejections in any represented group.

01 / Observe

Agent activity

LIVE FEED · LOCAL TIME

The lab is quiet.
Connect and run Red to begin an experiment.

03 / Decide

Your decision

A passing gate is a request for review. It never activates a rule by itself.

Nothing to approve yet.

When Blue finds a candidate, its evidence and your controls appear here.

02 / Compare

Evidence, side by side.

FIXED GATE

Reading this lab's evidence…

Connect to see the active rule and evaluated candidates.

Counts describe the recorded sample, not an accessibility guarantee or a probability of humanity. An unrepresented device is untested. Legacy display recordings are excluded.