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Grants · Project grant · EU

Metalens

Open-source scientific research platform combining AI summarization with structured human checks, intended to help researchers see beyond hype and identify reliable claims in dense literature.

Cosmos Institute granted Johanna Einsiedler on August 15, 2025 for Metalens, with funding in the $1K to $10K range plus compute credits from Prime Intellect. The award was part of the inaugural 27-winner AI x Truth-Seeking cohort co-funded by Cosmos Institute and the Foundation for Individual Rights and Expression (FIRE) under a $1M program announced May 16, 2025.

Einsiedler is a postdoctoral researcher jointly affiliated with the Digital Humanities Lab at the University of Basel and the Copenhagen Center for Social Data Science (SODAS) at the University of Copenhagen. She was a visiting researcher at the MIT Institute for Data, Systems and Society from February to May 2024, and at ETH Zurich's Law, Economics and Data Science Group from October 2024 to February 2025. Her published work covers machine-learning methods for testing the validity of behavioral theories and the effects of advanced AI on labor. She has taught a Master's-level seminar on Generative AI in Social Science Research at Basel.

Metalens is positioned as an open-source scientific research platform that pairs AI summarization with structured human checks, intended to help researchers identify reliable claims in dense literature rather than relying on a single model's synthesis. The product target is academic and policy researchers who need to sort hype from evidence in fast-moving fields.

Within the cohort Metalens sits in the evaluation, data, and retrieval-memory cross-section, positioned against the broader class of AI literature-review products that optimize for fluency over verifiability. The cohort's editorial frame prioritizes tools that advance open inquiry rather than closed assistants, which fits Einsiedler's prior research orientation toward uncertainty estimation in ML predictions.

Recipient

Johanna Einsiedler

Funder

Cosmos Institute · foundation · US

Backs philosopher-builders making prototypes, essays, and projects at the intersection of AI and human flourishing, with emphasis on reason, decentralization, and individual autonomy.

Primary source

https://blog.cosmos-institute.org/p/introducing-the-first-cohort-of-ai

Additional sources

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