Autonomous research
July 2026
ScholarLoop
An autonomous research loop that can't grade its own homework — literature-grounded hypotheses, real experiments, frozen scoring, and papers that cite only verified numbers.
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Research
Systems we've built while exploring long-horizon agents, memory, and autonomous research — each one a working loop, not a demo.
More to come — publications and open releases are on the way.