▲ 1 r/University
A data-driven approach to verifying human authorship in Google Docs
Recent issues with AI false positives have made proving authorship difficult for many of us. I've been developing a way to audit document metadata to substantiate human effort using typing cadence and revision history.
The focus is on providing objective metrics—like manual character input vs. paste volume—to create a verifiable authorship log directly inside Docs. I’m curious if anyone here has had success using similar data to resolve client disputes regarding AI?
Happy to discuss the technical side or share the name of the utility if it's helpful for your workflow.
u/Charming_Possible_91 — 13 days ago