THE COLLECTION
EVERY SIGNAL, SORTED.
Search the whole shelf by topic, tool, term, or plain old curiosity.
Scientific Computing, AI Agents, Tool Use, Retrieval, Evidence, Context Management, Geochemistry, Reproducibility and Human Review
The agent got the simulation right and the answer wrong. Name the authoritative file
A new geochemistry study found that some agents computed the keyed value and still chose the wrong answer because retrieval changed which file they trusted. The fix begins with evidence hierarchy, not a bigger context window.
Healthcare, Evidence Retrieval, Japanese Language Models, Clinical Judgment, Medical Literature and AI Evaluation
Japan put a local-language model inside a doctor's evidence search. Accuracy is not clinical judgment
Sakana AI's October 9 case study explains how Aillis uses Namazu to synthesize medical literature. The citations are useful. The boundary between finding a paper and treating a patient is more useful still.
Medical AI and Evidence Search
OpenEvidence turned thinking time into a clinical setting
Doctors can choose an answer in five seconds, a deeper search in thirty, or a five-minute literature investigation. The most capable model remains behind a research gate.