Research28 Aug 2026 · 7 min
The tail is the product
Why we throw away aggregate F1 on tagging benchmarks, and what we report instead. A short argument with a long table attached.
Research19 Aug 2026 · 9 min
Regions, not repairs
Inpainting treats a mask as damage. PrismStream treats it as composition. Notes from six weeks of getting that distinction to survive training.