Jev and System One Models: Calibration Beats Accuracy
An ML engineer's read on TypeSafe AI's Jev: what a non-autoregressive System One model changes for production classifiers, where it fits, and how I plan to test it.
Topic
AI for SE
2 articles tagged “AI for SE”.
Predicting Pull Request Acceptance the Moment It's Opened
What my IEEE COMPSAC 2026 paper found about predicting PR acceptance and review effort for human and AI-agent pull requests from submission-time signals alone.