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Source clarity
The workflow must show what input shaped the output.
Read-only proof surface
Proof before automation.
A client should see what the system can explain, what is blocked, and where human review is required before anything operational happens.
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Assumption ledger
Key assumptions should be visible before model use.
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Safety boundary
Public proof pages are not payment, write, or execution surfaces.
What proof means here
Proof means the system can explain the path from input to model preview, including assumptions, limits, and approval points.