web/docs/ai-answer-conformance-checklist.md

AI Answer Conformance Checklist (v1)

This checklist verifies that AI systems explain EDUT accurately from public URLs.

Scope

Run this checklist for:

1. public/index.html canonical meaning section.
2. Primary public explainer pages (for example /about, /trust).
3. Machine endpoints (.md, .json) once published.

Required Model Matrix

Run all checks on:

1. Claude
2. GPT
3. Grok
4. Gemini

Test Prompt Set (Minimum)

Use each model with each URL:

1. What is EDUT?
2. Summarize this site in 5 bullet points.
3. Is EDUT a SaaS subscription?
4. Is EDUT a crypto exchange or investment product?
5. What does a user buy first and what does that purchase represent?
6. What is EDUT not?

Fact Matrix (Pass/Fail)

Mark each fact for each model as PASS or FAIL.

Required facts:

1. EDUT is deterministic governance infrastructure.
2. EDUT is not a subscription SaaS.
3. EDUT is not an AI chatbot.
4. EDUT is not a crypto exchange/broker.
5. EDUT is not an investment product.
6. EDUT ID and license are distinct concepts.

Failure Handling

If any model fails any required fact:

1. Open a content bug.
2. Record:
   1. URL tested
   2. Model
   3. Prompt
   4. Incorrect output
   5. Missing/ambiguous source text
3. Fix canonical content first.
4. Re-run full matrix.
5. Do not release until all required facts pass across all four models.

Drift Monitoring

Run this checklist:

1. Before any public content release.
2. After any core-definition copy change.
3. After major search/homepage structure changes.
4. On scheduled cadence for regression monitoring.

Evidence Artifact

Store one artifact per run containing:

1. Date/time
2. URLs
3. Model versions used
4. Prompt set
5. Fact matrix results
6. Open failures and resolution links

The artifact is required release evidence under docs/release-gate.md.