https://cognaptus.com/tags/scientific-agents/ Recent content in Scientific-Agents on Cognaptus Hugo -- 0.145.0 en-us Tue, 01 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-01-before-the-agent-stores-the-result/ Tue, 01 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-01-before-the-agent-stores-the-result/ Brain Researcher shows why audit-heavy agent systems need controls over claim promotion and memory, not just better tool routing. https://cognaptus.com/blog/2026-09-01-before-you-ask-the-judge-read-the-logits/ Tue, 01 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-01-before-you-ask-the-judge-read-the-logits/ A benchmark suggests scientific agents may rank candidate hypotheses more effectively from intrinsic model confidence than from an explicit LLM judge—but the reliable signal depends heavily on the model.