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Anti-AI content detector

Build a chatbot that deliberately avoids AI writing patterns, useful for testing detection systems.

Why now

As AI content floods the web, there's growing demand for tools to benchmark detection systems.

Who for
AI researchers
Business model
Dataset licensing
Effort
A weekend

Researchers and educators need control groups of non-AI text to test detection tools.

Create a chat interface that generates responses using constrained language models or human-written templates.

Academic institutions and content platforms would pay for clean datasets.

Start with a simple web interface and preset response styles.

Risk is niche market size and potential ethical concerns.

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Anti-AI content detector — Ideas