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Detection Agent

AI Code Detector — Probabilistic, Evidence-Based

Modular detection agent combining static analysis with optional editor history (the stronger signal). Classifies likely human, uncertain, likely AI-assisted, or highly likely AI — never a specific model, never absolute proof.

Privacy: Code and optional history are analyzed for the request only and are not stored.

High likelihood with low confidence is a valid outcome — especially on short snippets without editor history.

Paste code

695 / 20000 chars

How this AI code detector works

  1. Paste source code (works with code alone).
  2. Optionally attach editor history for behavioral + evolution analysis.
  3. The orchestrator runs independent analyzers, aggregates signals, and scores with confidence.

Classifications default to: 0–29 likely human · 30–59 uncertain · 60–79 likely AI-assisted · 80–100 highly likely AI. Absolute “AI generated” labels are intentionally not used.

Why editor history matters more

Large coherent insertions with little follow-up editing are stronger evidence than descriptive variable names. Paste alone is never treated as proof — people paste docs, Stack Overflow, and their own snippets.

FAQ

Can you tell Claude from ChatGPT? No — model attribution from source alone is unsupported.

Is descriptive naming enough? No — it is a weak linguistic signal only.

What if confidence is low? Prefer interviews, live coding, and code review over the score alone.

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