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S1MB Number One: A Zero-Token Judge That Won the Decision-Engine Leaderboard

This story is from 2026-10-11. It is preserved in the archive; the latest stories are on the live feed.

TL;DR On the System One Mosaic Benchmark (S1MB) decision-engine leaderboard, our model Darwin-27B-ZTC-v2 ranks number one among 102 models, with a Borda score of 89.58 and a task average of 66.46. What makes the result different is how it decides: a single forward pass, zero generated tokens. What…

Read the full story at DEV Community — Machine Learning ↗

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  1. 2026-10-11 02:50 · DEV Community — Machine Learning
    S1MB Number One: A Zero-Token Judge That Won the Decision-Engine Leaderboard

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