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Jon M Laurent

Jon M Laurent has 3 papers in our library, in 2024–2025, most of them on Language models & pretraining, Evaluation & benchmarks; often with Samuel G. Rodriques, Siddharth Narayanan, Andrew D. White.

3 papers in our library · 2024–2025

OpenAlex · ORCID · Wikidata · h-index 16 · 46 works · 1,253 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 63 times in our library · ⭐ Paper Stars ranking: #8187

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🏥NYU Langone HealthNew York · United States2017–2026 · 15 papersEmployment since 2017 · Postdoctoral Fellow, Institute for Systems Geneticscurrent🎓New York UniversityNew York · United States2018–2026 · 13 paperscurrent🤝Future House, Inc.San Francisco · United States2024–2026 · 4 paperscurrent🏢Edison Scientific Inc.San Francisco · United States2025–2026 · 3 paperscurrent🎓The University of Texas at AustinAustin · United States2009–2020 · 13 papersEducation 2009–2016 · Ph.D., Center for Systems and Synthetic BiologyEmployment 2016–2017 · Postdoctoral Fellow, Center for Systems and Synthetic Biology🎓Montana State University BillingsBillings · United States2005–2009Education 2005–2009 · B.S., Department of Biological Sciences

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 11The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArtificial Intelligence · 3 worksArts and Humanities · 2 worksLanguage and Linguistics · 2 worksBiochemistry, Genetics and Molecular Biology · 1 workComputer Vision and Pattern Recognition · 1 workMolecular Biology · 1 workDecision Sciences · 1 workHealth Informatics · 1 workInformation Systems and Management · 1 workMedicine · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workEvaluation & benchmarks · 1 work

 Works by year

2020s

20251 paper20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. LAB-Bench: Measuring Capabilities of Language Models for Biology Research (2024 · 62 citations)
    Most science benchmarks for LLMs test textbook-style recall, not the practical work researchers do every day. LAB-Bench, from FutureHouse, fills this gap for biology. It contains more than 2,400 multiple-choice questions covering:
  2. BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology (2025 · 29 citations)
    Bioinformatics may be one of the first fields where AI agents could carry out research autonomously. Yet no broad benchmark existed to test whether LLM-based agents can explore real biological data, run long multi-step analyses and interpret the results. The authors, from FutureHouse and ScienceMachine, built…
  3. Aviary: training language agents on challenging scientific tasks (2024 · 18 citations)
    Scientific work usually unfolds over many rounds of tool use, analysis and feedback, yet software for building and training LLM-based agents for such multi-step work is fragmented and loosely defined.

 Co-authors here

9 co-authors with a page, the most papers together first.

 Cited by

Papers of our library cite their works 63 times (of the 149,439 papers whose bibliographies we read); 28 citing papers with a page here →.

Updated

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