AI ANSWER AUDIT & VERIFICATION STUDIO 2.0
Can you spot what AI got wrong?
Pick a claim, examine the evidence, and record what you can verify.
Question and answer
Scope and model
Extraction suggests text spans. Correct or reclassify them before judging evidence.
Add or split a claim manually
Investigation panel
Claim history
Evidence and citation viewer
Open source links yourself and record what you observed. This studio checks the supplied text. It does not retrieve or authenticate pages.
Add evidence
Claim-to-evidence links
A matching quote establishes that text appears in the supplied source. Relevance and source quality require review.
Audit timeline
Numerical truth
The calculator checks arithmetic. Verify the inputs against evidence separately.
Reasoning mapper
Map only reasoning written in the answer.
Requirement coverage and answer comparison
Audit rubric
Rate both answers against the same observable criterion. Unscored criteria stay out of the totals.
Investigation academy
Competency evidence
Weekly investigation
Build a JavaScript auditing tool
Worked code
Test results
Define solve(input). The worker executes your code on each input and checks exact expected output.
Prompt improvement lab
Draft a prompt using the current audit context. You choose whether to copy it into an AI assistant.
Verified answer reconstruction
Line diff
Reports and local portfolio
Saved investigations
Current audit summary
Practice auditing AI answers
Check claims, match evidence, test calculations, and document the limits of your conclusions.
Browse interactive guides ยท AI learning path