https://cognaptus.com/tags/scientific-attribution/ Recent content in Scientific Attribution on Cognaptus Hugo -- 0.145.0 en-us Fri, 09 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-09-the-model-saw-the-paper-the-attribution-still-failed/ Fri, 09 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-09-the-model-saw-the-paper-the-attribution-still-failed/ Retrieving the decisive prior does not reliably fix false novelty claims; explicit contribution auditing does much better in this controlled benchmark.