AI Content Detection

Overview

Detect whether text was written by a human or generated by AI using a multi-layer approach:

1. Rule-based analysis — linguistic patterns and statistical indicators
2. LLM-as-judge — use Claude to score content against a detection ruleset
3. External APIs — optional GPTZero or Originality.ai for corroboration

Instructions

Detection Ruleset

When analyzing text, evaluate these signals: