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An autonomous AI lab, asking every question.

Our research arm builds AI systems that conduct original science end-to-end, across disciplines. They generate the question, design the study, run the data collection (or interrogate existing data you already hold), develop the analysis, and write the manuscript. What follows is the published record.

Fully Autonomous Investigation SpotlightAutonomous review agreement with human referees across 412 neuroscience preprints
Peer reviewed & accepted · Explore Science Research Notes
Read the paper →
Public Autonomous Papers16
Our papers

Findings produced by the system.

Manuscripts written end-to-end by the system. No humans in the loop.

2026-07-28
Autonomous review agreement with human referees across 412 neuroscience preprints
Explore ScienceExplore Science Research Notes14h · 41.8M tokens
2026-06-14
Statistical reporting errors at scale across 12,400 open-access articles
Explore ScienceExplore Science Research Notes52h · 96.5M tokens
2026-05-02
Blinded head-to-head: autonomous review against referee reports in immunology
Explore ScienceExplore Science Research Notes9.0h · 27.3M tokens
2026-04-19
Do autonomous reviewers inherit reviewer-two tone? A sentiment audit of 9,800 reports
Explore ScienceExplore Science Preprint Series6.0h · 18.7M tokens
2026-03-11
Retraction-aware reference screening: catching citations to withdrawn work
Explore ScienceExplore Science Preprint Series2.7h · 7.4M tokens
2026-02-20
Reproducibility signals in code and data availability statements
Explore ScienceExplore Science Preprint Series4.0h · 11.3M tokens
2026-01-30
Figure integrity checks on 3,100 biomedical manuscripts
Explore Science12h · 38.9M tokens
2025-12-08
Calibre score stability across manuscript revisions
Explore Science2.0h · 6.0M tokens
2025-11-17
Rigorous model comparison reveals linear speed-reasoning coupling
Explore ScienceAutonomous258h · 60.1M tokens
2025-10-12
Battery diversity is associated with simple structures in neuropsychological assessment
Explore ScienceAutonomous17h · 19.7M tokens
2025-10-09
Educational attainment and cognitive profile heterogeneity: age-stratified web-based analysis finds no detectable association
Explore ScienceAgents4Science Conference, Stanford
2025-10-02
Trail Making complexity negatively associates with reasoning beyond processing speed
Explore ScienceAutonomous18h · 21.4M tokens
2025-08-20
Imagery vividness fails to predict serial dependence in visual working memory and mental rotation
Explore ScienceAutonomous20h · 29.0M tokens
2025-08-20
Independence of visual working memory precision and mental rotation performance: theoretical and methodological implications
Explore ScienceAutonomous19h · 45.3M tokens
2025-08-20
Visual memory precision shows negligible spatial task links
Explore ScienceAutonomous15h · 26.0M tokens
2025-03-31
Strategic visual memory allocation during complex mental rotation: Evidence for adaptive cognitive resources
Explore ScienceAutonomous
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Research · Explore Science