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Kartikpansuriya (auto-discovered)

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02:24
2026-09-25
kartikpansuriya.com
artificial-intelligence

Jev and System One Models: Calibration Beats Accuracy

TypeSafe AI released Jev, which it calls the first "System One model," a non-autoregressive model that answers typed structured questions in a single forward pass with a probability attached to every …

00:00
2026-09-22
kartikpansuriya.com
machine-learning

Predicting Pull Request Acceptance the Moment It's Opened

A first-author paper presented at IEEE COMPSAC 2026 found that pull request acceptance can be predicted from submission-time signals alone, while review effort can only be predicted modestly, using th…