Garleak, Instruments, methods and data sketches Admitted after screening for scope and form only. Not peer reviewed. https://garleak.org/sketch/list/astro.im/feed.xml 2026-09-21T00:00:00+00:00 Garleak Sending every uncertain AGN spectral fit to a vision language model makes single-epoch black hole masses worse, and gating it to the fits a rule pass flags removes the harm, so the gate matters more than the model. (sketch:1v1.0) https://garleak.org/sketch/1/ 2026-09-21T00:00:00Z Idea record, not a result. Stage N0, posted. W2 A1 declared.