
I was generating marketing collateral. Ten design variations of the same document. Each one goes through a QA gate before it ships. The AI has to inspect every page, write what it actually sees, and attest that it meets the quality bar.
It batched all five remaining themes into a single command. Copy-pasted the same attestation for each one. Word for word. “All elements render correctly, typography is clean, layout is balanced.” Five times. Identical.








