https://cognaptus.com/tags/model-attribution/ Recent content in Model-Attribution on Cognaptus Hugo -- 0.145.0 en-us Sat, 20 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-20-the-receipt-is-in-the-pixels-model-attribution-after-the-watermark-fantasy/ Sat, 20 Jun 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-06-20-the-receipt-is-in-the-pixels-model-attribution-after-the-watermark-fantasy/ A paper on unified image generators shows that model identity can often be recovered from generated images, but not because the images carry an obvious watermark or reveal the prompt.