Is science healthy? How do rigor and reproducibility vary across fields, journals, and institutions?
At The Metascience Observatory, we are using AI to analyze scientific papers at scale to help answer these questions.


An AI toolkit with 30+ tools for detecting statistical inconsistencies and data-integrity anomalies in scientific papers. Read more →·View findings →
The world's largest collection of information on replication experiments. Read more →
A new form of AI-powered high-level literature review where results are displayed in an interactive dashboard. Read more →·View Long COVID review →
Integrating open source scientometrics data into one unified interface. Visit →

Dan spent 15 years in academic research before founding The Metascience Observatory. He has co-authored over 40 peer-reviewed papers in physics, materials science, and AI for healthcare. On his Substack he writes about AI, progress, metascience, and other topics.

Greg Fitzgerald is a behavioral neuroscientist with expertise in meta-analysis and evidence synthesis. He obtained his Ph.D. in Neuroscience from the State University of New York, Albany. His website is greg-fitzgerald.com.
The Metascience Observatory is fiscally sponsored by Mind First Foundation, a 501(c)(3) nonprofit, so your donation is tax-deductible.
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