Autonomy · Shadow

See what Warrant would have done

Counterfactual decisions from the real workflow, with the net-human-time break-even gate visible before any capability turns live.

UX-P4 will bind recorded counterfactuals and the V0 gate. Activation stays disabled until measured net human time is positive.

Would auto-clear

—

Within current earned authority

Would step up

—

Needs a person or safe default

Would block

—

Outside mandate or safety envelope

Net human time

old review − step-up − ratify − triage = —

Calculated from observed workflow time, never fabricated demo activity.