Professor shows minor tweaks flip AI-detector scores from 100% AI to 100% human

ipeirotis · x · 2026-10-29

In a debate with BlancheMinerva, professor ipeirotis presented direct evidence against deploying AI-text detectors in classrooms: minor tweaks to a text can flip the score from 100% AI to 100% human, showing the tool is not robust. He argues this is 'inappropriate deployment of a faulty product' and that responsible founders should be explicit about proper use cases, while refusing to do free QA for a company he says enables witch hunts for profit. BlancheMinerva counters that reliably detecting AI text is a real skill and questions why granting that power to people is bad. The core dispute: detector reliability, classroom misuse, and vendor responsibility.

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