Topic

Methodology

The methods behind the work: how experiments are designed, benchmarks structured, and decisions made with incomplete information.

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The Scores Improved. The Results Got Worse.

I built a tool to grade my writing. Then I wired it into the thing it was grading.

Jul 26, 2026·9 min read
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Benchmarking KnowledgeForge on GAIA: the Good, the Bad, and the Ugly

I'm building KnowledgeForge (KF) — a reasoning framework that sits on top of a base model and routes work to specialized

Jun 21, 2026·6 min read

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