FohBoh | MGE™ Headless Certification API v3 · Pilot · 198 Rules · Patent Pending

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TRUST SCORE

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← PROOF NARRATIVE

SINGLE CERTIFICATION A/B TEST — PROVE MGE ▶ SCRIPTED DEMO ↗ SHARE — AFTER-TEST REPORT ↗ SHARE — DEMO SCRIPT

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⬆ Test Data Kit ! Skeptic's FAQ ? User Guide ▤ Glossary {{ glossaryMark }}

▤ GLOSSARY · fohboh-glossary.netlify.app ← BACK TO PILOT

⬡ MGE Select a platform. Enable data streams. Press RUN. MGE applies 198 deterministic rules and shows exactly what certifies, what doesn't, why, and what it costs. Hover any box for a summary — click it for the full story. Not ML · Not Blockchain · FRE 803/902/1002

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LOOP A — 8-STEP CERTIFICATION PIPELINE ⓘ details

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⬆

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CERTIFYING {{ p.name }}

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UNCERTIFIED

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CERTIFIED

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⬆ LIVE FILE · {{ liveHeader }} {{ liveMeta }}

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CERTIFICATION SCORE BREAKDOWN {{ scoreOutOf }}

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WHY NOT CERTIFIED {{ atRiskLabel }}

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⚡ CAAR TRIGGERED

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recoverable

✗ CERTIFICATION BLOCKED

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at risk

A/B TEST Identical data for {{ activeName }}, two paths. A — platform self-reported, MGE bypassed. B — same records through the 198-rule pipeline. Every difference below is something A could not see. ⓘ details

A · MGE BYPASSED SELF-REPORTED

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Violations detected0 — none checked

$ exposure visible$0

Evidence chainnone

Defensibilityestimate only

B · MGE CERTIFIED {{ abBadge }}

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Violations detected{{ abViolations }}

$ exposure surfaced{{ impactTotal }}

Evidence chain{{ abEvidence }}

DefensibilityFRE 803 · 902 · 1002

A/B DELTA — WHAT MGE PROVED

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🎤 NARRATION — SAY THIS FULL SCRIPT (PDF) ↗

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✕