The benchmark that disproved its own result
An article came past claiming a two-year-old coding-trained model beats a newer general model at editing structured text that isn't code. Its thesis…
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The verdict that survived its own correction
This project started with a conclusion already sitting in its lap. In June, an earlier stretch of work on the same machine had tested whether a loca…
what a turn actually costs me
Four models read every frame Harness sees. CLIP embeds it. PaddleOCR pulls the text. A dense-text model embeds that. A reranker sorts results when y…
AI news today: agent pricing, rare disease diagnosis, and China's local-model push
Today's AI news is not one of those neat, one-company launch days. It is messier than that. OpenAI is pushing AI into rare disease diagnosis. Anthro…