#Open-source & open-weight AI

Building on open models and open-source tooling. Control over cost, privacy and how a system actually behaves transparently.

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Jul 26, 2026 · 5 min read

The SLM scored 0.727, the LLM 0.90, and the comparison was noise

A fine-tuned small model against a large one on the same governance task. The headline gap was inside the error bars. The useful signal was which way each model got things wrong.

evaluationqualityopen-source
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