https://cognaptus.com/tags/harness-evolution/ Recent content in Harness Evolution on Cognaptus Hugo -- 0.145.0 en-us Sat, 31 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-31-the-agent-scored-higher-what-actually-improved/ Sat, 31 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-31-the-agent-scored-higher-what-actually-improved/ A new attribution method reveals how benchmark shortcuts and extra inference computation can inflate AI agent improvements—and how to evaluate what genuinely transfers.