Turingo detects AI writing by replaying document revision history, not text predictions
sethlazar · x · 2026-10-11
- Commenting on a new AI-detection policy, @mtrx argues the enforcement tool is the weak link: detectors like Pangram only see final text, miss rewrites, and lag behind the latest models, as a study this week showed. How the text was written matters more than the text itself.
- The post promotes Turingo, built by the author: an AI detection tool for Google Docs and Microsoft Word that analyzes the full revision history instead of predicting from text, with no Chrome extension needed.
- Its pitch is "evidence, not predictions": replay a document word by word, see who wrote what and how much was AI-generated (e.g., Alice 80%/0% AI vs. Bob 20%/100% AI), get automated reports, and share public report links in one click.
More from coding & agent
- Dev builds personalized fitness app with Grok Code in one day — kevinkern · 2026-10-11
- Heavy User Publishes Claude Code Field Guide: Prompts Down Two-Thirds, Output Up Eightfold — AaronBergman18 · 2026-10-11
- Gaussian splatting + webcam makes websites look 'too real', raising privacy questions — RileyRalmuto · 2026-10-11
- Claude Opus 5.5 decompiles so well that Halo, GTA and CoD now run in browsers — SuB8u · 2026-10-11
- Reddit debate: should you give AI agents their own spending budget — Educational_Ad4932 · 2026-10-11
- haiku 5.5 hailed as insane release: batch-edit 10,000 files for under $100 — JasonDClinton · 2026-10-11