# convergent research: sources

> every source cited in the convergent research history, with its date and type.

- [aip fyi on tech labs mechanics](https://www.aip.org/fyi/nsf-to-issue-large-flexible-grants-to-nontraditional-teams) — aip.org (2025-12-18, reporting). aip fyi on tech labs mechanics; watney x-labs link
- [eden stiffman](https://apnews.com/article/quick-grants-science-research-tech-billionaires-9ba9b7296ac226295e9f0cc386308c2c) — associated press (2023-07-11, reporting). eden stiffman; billionaire-science skepticism; names convergent
- [e11 bio profile](https://www.asimov.press/p/barcoding-brains) — asimov.press (2025-02-09, reporting). e11 bio profile; $100m/5yr mouse connectome claim
- [cultivarium profile](https://www.asimov.press/p/cultivarium) — asimov.press (2024-07-10, reporting). cultivarium profile; 106/14,000+ atcc organisms
- [cultivariums custom electroporator](https://www.asimov.press/p/electroporation) — asimov.press (2024, reporting). cultivarium's custom electroporator
- [schmidt-funded study of early-stage science funding incl](https://nadia.xyz/early-stage-science) — nadia.xyz (2023-01-23, reference). schmidt-funded study of early-stage science funding incl. fros
- [seemay chou](https://asterainstitute.substack.com/p/identifying-systemic-bottlenecks) — astera institute (2025, primary). seemay chou; astera funded "first fro" rejuvenome
- [jolie gan](https://asteriskmag.com/issues/13/the-fight-for-slow-and-boring-research) — asteriskmag.com (2026, reporting). jolie gan; fros amid federal funding collapse
- [collison & nielsen, science is getting less bang for its buck](https://www.theatlantic.com/science/archive/2018/11/diminishing-returns-science/575665/) — theatlantic.com (2018-11-09, reporting). collison & nielsen, "science is getting less bang for its buck"
- [collison & cowen, we need a new science of progress](https://www.theatlantic.com/science/archive/2019/07/we-need-new-science-progress/594946/) — theatlantic.com (2019-07-30, reporting). collison & cowen, "we need a new science of progress"
- [prism paper](https://doi.org/10.1101/2025.09.26.678648) — doi.org (2025-09-26, reporting). prism paper; >750× label diversity; 8× tracing accuracy; cc-by-nc
- [convergent has secured funding from 30-plus individuals/organizations](https://biotechgrid.com/imprint-labs-launches-to-pioneer-forensic-immunology-for-chronic-disease/) — biotechgrid.com (2025-05-15, reporting). "convergent has secured funding from 30-plus individuals/organizations"
- [create variation evaluation argument](https://goodscienceproject.org/articles/advice-for-new-scientific-agencies-arpa-h-aria-nsf-tip-etc/) — goodscienceproject.org (undated, reporting). "create variation" evaluation argument
- [stuart buck: fro fundraising bottleneck](https://goodscience.substack.com/p/a-scrappy-complement-to-fros-building) — good science (2024, reporting). stuart buck: fro fundraising bottleneck; bbn complement
- [buck on nsf tip tech labs just today — institutional diversity](https://goodscience.substack.com/p/innovations-in-scientific-institutions) — good science (2025-12-12, reporting). buck on nsf tip tech labs "just today" — institutional diversity
- [critique: alternative funders reproduce credentialing barriers](https://goodscience.substack.com/p/the-slow-cancellation-of-innovation) — good science (undated, reporting). critique: alternative funders reproduce credentialing barriers
- [$70m astera×buck rejuvenome](https://www.buckinstitute.org/news/astera-institute-and-buck-institute-announce-70-million-collaboration-to-redefine-the-field-of-research-on-aging/) — buckinstitute.org (2021-10-13, reporting). $70m astera×buck rejuvenome; proto-fro
- [forest neurotech × butterfly $20m deal](https://www.businesswire.com/news/home/20231024884034/en/) — businesswire.com (2023-10-24, reporting). forest neurotech × butterfly $20m deal; fro description
- [chi-fro at convergent 2023–2025 → transitioned to probabilistic computing foundation](https://www.essentialtechnology.blog/p/the-evolution-of-chi-fro) — essentialtechnology.blog (2026-02, repo). chi-fro at convergent 2023–2025 → transitioned to probabilistic computing foundation
- [clancy: fros most interesting new development](https://mattsclancy.substack.com/p/december-2022-updates) — matt clancy (2022-12, reporting). clancy: fros "most interesting new development"; corporate-lab analogy
- [frost uk / activation partner announcement](https://www.convergentresearch.org/resources/convergent/announcing-our-new-collaboration-with-aria-as-an-activation-partner) — convergentresearch.org (2025-10-09, repo). frost uk / activation partner announcement
- [ashlee vance interviews payne at prism launch](https://www.corememory.com/p/we-shall-finally-map-the-brain-e11bio-andrew-payne-prism) — corememory.com (2025-10-01, interview). ashlee vance interviews payne at prism launch
- [cultivarium×atcc igem collab](https://www.prnewswire.com/news-releases/cultivarium-and-atcc-support-igem-teams-striving-to-advance-the-field-of-synthetic-biology-302104514.html) — prnewswire (2024-04-02, reporting). cultivarium×atcc igem collab; fro descriptor
- [rodriques & marblestone, day one project/fas](https://fas.org/wp-content/uploads/2020/09/Focused-Research-Organizations-to-Accelerate-Science-Technology-and-Medicine.pdf) — fas.org (2020-09-24, primary). rodriques & marblestone, day one project/fas
- [full prism release](https://www.e11.bio/blog/prism) — e11.bio (2025-10-01, repo). full prism release; licensing terms
- [current fro roster (10 us + 2 uk)](https://convergent-theta.vercel.app/ecosystem) — convergent-theta.vercel.app (2026-09, repo). current fro roster (10 us + 2 uk)
- [essential technology launch](https://www.convergentresearch.org/resources/convergent/launching-convergent-s-substack-essential-technology) — convergentresearch.org (2025-02-07, repo). essential technology blog launch
- [eve bio est](https://evebio.org/about/) — evebio.org (2026-09, repo). eve bio est. 2023; funders list; first data release
- [fas explainer](https://fas.org/publication/focused-research-organizations-a-new-model-for-scientific-research/) — fas.org (2023-06-15, reporting). fas explainer; portfolio snapshot mid-2023
- [correa interviews marblestone & rodriques](https://fas.org/publication/nsf-supercharge-independent-tech-labs/) — fas.org (2025-12-12, reporting). correa interviews marblestone & rodriques; "30+ philanthropic organizations" fund fros
- [foresight existential hope — marblestone](https://www.existentialhope.com/podcasts/adam-marblestone) — existentialhope.com (undated, interview). foresight existential hope — marblestone
- [fast grants origin story](https://fortune.com/2023/07/18/billionaires-musk-zuckerberg-thiel-5-minute-phone-call-collison-fast-grants/) — fortune (2023-07-18, reporting). fast grants origin story; meta-science funding scene
- [marblestone interview](https://frameshifts.bio/p/building-sciences-missing-infrastructure) — frameshifts.bio (2026, interview). marblestone interview; gap map; "intellectual dark matter"
- [gap map v1](https://www.essentialtechnology.blog/p/introducing-the-convergent-research) — essentialtechnology.blog (2025-04-15, repo). gap map v1.0 launch
- [house gop inquiry into schmidt/ostp ties](https://oversight.house.gov/wp-content/uploads/2022/04/2022-04-26-WHCO-OSTP-funding.pdf) — oversight.house.gov (2022-04-26, reporting). house gop inquiry into schmidt/ostp ties
- [proposed federal comparative brain connectome initiative as fro](https://ifp.org/wp-content/uploads/Mapping-the-Brain-for-Alignment-Marblestone-Payne.pdf) — ifp.org (2026, primary). proposed federal comparative brain connectome initiative as fro
- [imprint $15m launch](https://www.globenewswire.com/news-release/2025/05/15/3082090/0/en/Imprint-Labs-Announces-15M-in-Funding-to-Decode-the-Immune-System-Facilitate-Chronic-Disease-Research.html) — globenewswire.com (2025-05-15, reporting). imprint $15m launch; forensic immunology
- [lean fro launch + funders (simons, sloan, merkin, founders pledge)](https://web.archive.org/web/20241222074338/https:/lean-fro.org/about/) — wayback machine (2023-07-25, community). lean fro launch + funders (simons, sloan, merkin, founders pledge)
- [convergent linkedin — dragonfly nature paper + fro framing](https://www.linkedin.com/posts/convergent-research_introducing-meridial-and-echo-labs-activity-7452341577986953216-n19Q) — linkedin (2026-06-15, community). convergent linkedin — dragonfly nature paper + fro framing
- [marblestones launch-day media index](https://longitudinal.blog/2021/10/18/selected-mentions-of-the-focused-research-organization-fro-concept-online/) — longitudinal.blog (2021-10-18, reporting). marblestone's launch-day media index
- [counter-frame to funding-structure reform](https://www.experimental-history.com/p/science-is-a-strong-link-problem) — experimental-history.com (2023-04-11, reporting). counter-frame to funding-structure reform
- [technical caveats on prism coverage (49% labeling)](https://neurobiology.substack.com/p/action-potentials-for-october-89c) — neurobiology (2025-10, primary). technical caveats on prism coverage (49% labeling)
- [melody fro public launch](https://anandmuthusamy.substack.com/p/melody-fros-roadmap-for-open-bioelectronics) — anand muthusamy (2026-09-07, primary). melody fro public launch; convergent incubation history
- [skeptical critique of metascience field](https://kevinmunger.substack.com/p/metascience-manque) — kevin munger (2025, reporting). skeptical critique of metascience field
- [nature feature on aria (the agency adopting fros)](https://www.nature.com/articles/d41586-024-02995-1) — nature.com (2024-09-18, reporting). nature feature on aria (the agency adopting fros)
- [e11 prism release](https://www.newswise.com/articles/prism-shines-a-light-on-mapping-brain-circuits-at-scale) — newswise.com (2025-10-01, reporting). e11 prism release; payne quotes; 100× cost path claim
- [nielsen & qiu metascience framework](https://scienceplusplus.org/metascience/) — scienceplusplus.org (2022, primary). nielsen & qiu metascience framework; "intellectual dark matter"
- [genealogy of new science orgs](https://nintil.com/science-funding-evidence) — nintil.com (2022, reporting). genealogy of new science orgs; fro traced to whitepaper
- [ricón+marblestone workshop](https://nintil.com/bottlenecks-workshop/) — nintil.com (2021, reporting). ricón+marblestone workshop; fros as "mini manhattan projects"
- [confirms $50m → pti and eve bio](https://news.northeastern.edu/2023/08/07/alzheimers-research-organization-grant/) — news.northeastern.edu (2023-08-07, reporting). confirms $50m → pti and eve bio
- [nsf tip tech labs rfi](https://www.nsf.gov/news/nsf-announces-new-initiative-launch-scale-new-generation) — nsf.gov (2025-12-12, reporting). nsf tip tech labs rfi; up to $1b; $10–50m/yr awards
- [schmidt futures salaries at ostp](https://www.politico.com/news/2022/03/28/google-billionaire-joe-biden-science-office-00020712) — politico.com (2022-03-28, reporting). schmidt futures salaries at ostp; ethics flags
- [meridial (£14m) + echo labs launch](https://www.prnewswire.com/news-releases/convergent-research-and-aria-launch-two-new-uk-focused-research-organizations-302748565.html) — prnewswire (2026-04-21, reporting). meridial (£14m) + echo labs launch
- [reinhardt on gilliams bbn piece](https://blog.spec.tech/p/making-bbns-in-the-21st-century) — blog.spec.tech (2024, primary). reinhardt on gilliam's bbn piece; fro coverage gap
- [funders as implicit research managers](https://blog.spec.tech/p/bottling-lightning) — blog.spec.tech (undated, primary). funders as implicit research managers; marblestone quote on fro idea-generation
- [systems research framing vs fro categorization](https://blog.spec.tech/p/systems-research) — blog.spec.tech (undated, primary). "systems research" framing vs fro categorization
- [insider self-critique](https://www.sam-rodriques.com/post/three-learnings-about-focused-research-organizations) — sam-rodriques.com (2023-06-14, reporting). insider self-critique; sunset doctrine revised
- [gamick at metascience 2025 (jul 2)](https://www.researchprofessionalnews.com/rr-news-uk-research-councils-2025-7-aria-to-launch-focused-research-organisation-within-a-year/) — researchprofessionalnews.com (2025-07-03, reporting). gamick at metascience 2025 (jul 2); aria fro plan; £10–14m/fro
- [rpn: transformational moment framing](https://www.researchprofessionalnews.com/rr-news-usa-federal-agencies-2025-12-nsf-launches-initiative-to-fund-independent-research-labs/) — researchprofessionalnews.com (2025-12, reporting). rpn: "transformational moment" framing
- [$50m commitment (pti + eve bio)](https://www.schmidtfutures.org/schmidt-futures-and-ken-griffin-commit-50-million-to-support-the-next-big-breakthroughs-in-science/) — schmidtfutures.org (2023-03-15, reporting). $50m commitment (pti + eve bio)
- [science news on mothra nature paper](https://www.science.org/content/article/new-telescope-reveals-missing-link-cosmic-recycling-matter) — science.org (2026-06, reporting). science news on mothra nature paper; gerko/xtx funding
- [schmidt futures network launch](https://philanthropynewsdigest.org/news/schmidt-futures-announces-launch-of-schmidt-futures-network) — philanthropynewsdigest.org (2021-10-16, reporting). schmidt futures network launch; convergent first initiative (date per wikipedia citation)
- [tbi + entrepreneurs network + convergent](https://assets.ctfassets.net/75ila1cntaeh/2L8JGwTxO5DYQRKW11NLTw/4482c7b89b5351b3a702ec0dde69afa2/A_2BNew_2BModel_2Bfor_2BScience_1.pdf) — assets.ctfassets.net (2022-08-04, repo). tbi + entrepreneurs network + convergent; seeded uk adoption
- [companion landing page for the tbi report](https://www.tenentrepreneurs.org/research/a-new-model-for-science) — tenentrepreneurs.org (2022-08-04, repo). companion landing page for the tbi report
- [kalil on fro origin (rodriques + marblestone)](https://tytonpartners.com/how-schmidt-futures-is-innovating-philanthropic-funding-for-scientific-advancement-part-2/) — tytonpartners.com (2022, interview). kalil on fro origin (rodriques + marblestone)
- [verge recap of politico findings](https://www.theverge.com/2022/3/28/22999754/eric-schmidt-google-money-white-house-science-ai-lander) — the verge (2022-03-28, reporting). verge recap of politico findings
- [vox recode analysis of schmidt influence](https://www.vox.com/recode/23001543/eric-schmidt-white-house-office-science-technology-policy-philanthropy-ethical-concerns) — vox (2022-03, reference). vox recode analysis of schmidt influence
- [institutional lineage essay](https://worksinprogress.co/issue/why-science-needs-outsiders/) — worksinprogress.co (2025-09-18, reporting). institutional lineage essay; tbi report cited
- [wsj: one of the most significant experiments in science funding in decades (via archive](https://archive.is/O5hI3) — archive.is (2025-12-12, reporting). wsj: "one of the most significant experiments in science funding in decades" (via archive.is)
- [mothra/dragonfly fro telescope](https://news.yale.edu/2026/03/11/mothra-has-its-eyes-all-1140-them-focused-cosmic-web) — news.yale.edu (2026-03-11, reporting). mothra/dragonfly fro telescope
- [recommends fro agreements for ai-enabled science](https://www.whitehouse.gov/wp-content/uploads/2025/07/Americas-AI-Action-Plan.pdf) — whitehouse.gov (2025-07-23, primary). recommends fro agreements for ai-enabled science
- [$18m xtx fund](https://www.renaissancephilanthropy.org/insights/ai-for-math-fund-announces-18-million-in-grants-to-accelerate-breakthrough-discoveries-in-mathematicsnbsp) — renaissancephilanthropy.org (2025, primary). $18m xtx fund; gerko $5m→lean fro, $5m→mathlib
- [aria activation partners announcement incl](https://ariaresearch.substack.com/p/meet-our-activation-partners-driving) — aria research (2024-10-09, primary). aria activation partners announcement incl. convergent
- [residency → 2 teams anchor-funded, 2026 launches](https://aria.org.uk/activation-partners/meet-our-activation-partners) — aria.org.uk (2026-09-16, primary). residency → 2 teams anchor-funded, 2026 launches
- [astera fro program page incl](https://web.archive.org/web/20230204100039/https://astera.org/fros/) — wayback machine (2023-02-04, archive). astera fro program page incl. rejuvenome + parpa
- [launch coverage](https://www.axios.com/2024/05/06/tom-kalil-launches-renaissance-philanthropy) — axios (2024-05-06, reporting). launch coverage
- [independent uk fro](https://bindresearch.org/) — bindresearch.org (2026-09-16, primary). independent uk fro
- [board bio](https://www.convergentresearch.org/team/megan-blewett) — convergentresearch.org (2026-09-16, primary). board bio
- [e11 roadmap coverage](https://www.bloomberg.com/news/articles/2024-12-03/ex-google-ceo-wants-to-learn-about-brains-by-infecting-them) — bloomberg (2024-12-03, reporting). e11 roadmap coverage
- [compiled marblestone quotes w/ source links](https://www.antoinebuteau.com/lessons-from-adam-marblestone/) — antoinebuteau.com (2025, community). compiled marblestone quotes w/ source links


Published by @ben in profile revision 1.
Original document: https://hraness.com/convergent-research/sources
Original credited author: Hraness
AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

## Structured source and record data

````json
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$100m/5yr mouse connectome claim","originalId":"src-ci-asimov-barcoding","published":{"precision":"day","text":"2025-02-09"},"publisher":"asimov.press","title":"e11 bio profile","type":"reporting","url":"https://www.asimov.press/p/barcoding-brains"},{"author":null,"id":"source-f5dd0794d4eb2cbae983","note":"cultivarium profile; 106/14,000+ atcc organisms","originalId":"src-ci-asimov-cultivarium","published":{"precision":"day","text":"2024-07-10"},"publisher":"asimov.press","title":"cultivarium profile","type":"reporting","url":"https://www.asimov.press/p/cultivarium"},{"author":null,"id":"source-cf837e2f4a52c220f719","note":"cultivarium's custom electroporator","originalId":"src-ci-asimov-electroporation","published":{"precision":"year","text":"2024"},"publisher":"asimov.press","title":"cultivariums custom electroporator","type":"reporting","url":"https://www.asimov.press/p/electroporation"},{"author":null,"id":"source-528c2f56f6aace28d489","note":"schmidt-funded study of early-stage science funding incl. fros","originalId":"src-ci-asparouhova","published":{"precision":"day","text":"2023-01-23"},"publisher":"nadia.xyz","title":"schmidt-funded study of early-stage science funding incl","type":"reference","url":"https://nadia.xyz/early-stage-science"},{"author":null,"id":"source-2f220a38989c7f228cf9","note":"seemay chou; 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