Formula hash
The receipt must name the exact public methodology configuration it was scored against.
METHODOLOGY / RECEIPTS
If you disagree with a score, the receipts are attached.
The verifier fetches the masked public receipt and methodology contract, then recomputes channel aggregation, six attributes, Craft, Memory, and geometric fusion in this browser. Raw prompts, private weights and golden-set membership never cross the boundary.
Public projection
Channel scores and effective weights rebuild attributes; public lens weights rebuild the final number.
Five checks
Configuration, attributes, lenses, fusion and classifications must all match within strict numeric tolerance.