#provenance
2 articles
Copyright Lawsuits Are Quietly Rewriting AI Product Roadmaps
The training-data lawsuits against AI companies are still working through courts, but their outcome is already visible in product decisions: licensing deals, opt-out tooling, and provenance features that did not exist two years ago and now ship as standard.
The Best Coding Agent Leaves a Better Audit Trail Than Its Author
AI-generated code is not the hardest governance problem. The harder problem is reconstructing why a change was made, what evidence supported it, and which assumptions survived review.