Waiv

A pathology tile encoder fine-tuned from Midnight-12k so its features track tissue morphology rather than the scanner and lab behind the slide.

A robustified fine-tune of Phikon-v2 for H&E tiles, retrained to strip scanner and laboratory signatures out of its feature space.