Daily brief

Monday, September 14, 2026

Less doom, more diff. 1 to test · 2 to monitor.

Test

1

Try Simon Willison's `commit-rewriter 0.1` web app to clean up Git commit messages, especially from AI agent output. source

Monitor

2

MIT researchers developed "HardFlow," an algorithm enabling generative AI models to precisely meet strict safety requirements in outputs. source
A new arXiv paper introduces R2VC, a modular architecture for evidence-grounded fact-checking using retrieval, verification, and confidence calibration. source