K3 in Custom Harness Performs Nearly on Par with GPT Pro

xeophon · x · 2026-08-02

A developer noted significant progress in how models review evals compared to a year or even three months ago, showing improvements in both high-level assessment and sample analysis. Additionally, practical testing reveals that the K3 model in a custom harness performs very closely to GPT Pro.

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