MG Margelis Governor Build Week 2026 demo
Checking mode… Synthetic data only

DRAFT → GATE → CORRECT → SIGN → LEARN → PROVE

Agent operations that leave evidence.

Watch a governed GPT‑5.6 drafting action meet a deterministic risk gate, human correction, signed evidence, and a reproducible regression check.

Demo control

One flow. Six observable stages.

01
Governed agent

Draft

Waiting
Start the demo to generate the synthetic outreach draft.
02
Deterministic controls

Risk + Claim Gate

Waiting
Risk class No decision yet
Blocking findings
No review yet.
03
Human Gate

Correct + approve

Waiting

Edit the blocked statement directly. This demo does not auto-repair the draft.

Edit the blocked statement yourself. Unchanged text cannot be approved.

04
Evidence Passport

Signed chain

Waiting
No signed approval yet.
05
Exam Runner

Correction → eval → regression

Waiting

The human correction becomes a structured eval and a bounded correction example for a new draft. Model weights do not change.

Sign the corrected draft to unlock the regression run.
06
Audit view

Event trail

Waiting
Events will appear here as the flow advances.