Public dossier section · @ben

coverage

This is @ben's profile revision 1. The original date and editorial confidence below are attributed to its publisher, not independent verification.

Original credited author: Hraness

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

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convergent research: coverage

what the discourse made of convergent — the launch press, the policy uptake, the funding headlines, the cohort's outputs, and the scene's critiques.

coverage

2021-10-12 — these 'focused research organizations' are taking on gaps in scientific discovery (fast company, adele peters) — positive. the unveiling: convergent 'spun out of schmidt futures' with e11 bio and cultivarium named; marblestone's academia-versus-industry gap framing; braverman alongside. the canonical launch-press hit.
2021-10-16 — schmidt futures launches schmidt futures network (philanthropy news digest) — positive. philanthropy trade coverage of the schmidt futures network launch — convergent as its first initiative. dated via the wikipedia citation; the underlying post is thin.
2021-10-19 — fro & parpa: innovating in scientific innovation (foresight institute) — positive. the launch-week foresight session pairing marblestone and reinhardt — the fro and the parpa presented as sibling templates. community-press canonization of the discourse split.
2021-10-18 — selected mentions of the focused research organization (fro) concept online (longitudinal science, adam marblestone) — positive. marblestone's own link-log of launch-day fro mentions — 'selected mentions of the fro concept online' — evidence of a coordinated media push, updated into 2025.
2021-10 — focused research organizations (sam-rodriques.com, sam rodriques) — positive. rodriques' launch-week count — 'in october 2021, three fros were funded by schmidt futures and astera' — the co-inventor's own press log.
2021 — bottlenecks in science and technology workshop (nintil) — positive. the bottlenecks-in-science workshop — marblestone presenting, co-organized with nintil — seeded the connectomics and non-model-microbe examples and the 'mini manhattan projects' framing inside the scene.
2022-01-11 — unblock research bottlenecks with non-profit start-ups (nature, marblestone, gamick, kalil, martin, cvitkovic, rodriques) — positive. the nature world view manifesto — six authors, the canonical mainstream-press statement of the model. the deck is the sentence everyone quotes. traction: nature 601:188–190; ~15 citations per the coverage lane
2022-08-04 — a new model for science (tony blair institute) — positive. the tbi report with convergent and the entrepreneurs network — 'seal teams for science' — that seeded the uk adoption line: aria, research ventures catalyst, bind. traction: cited by uk strategy work; seeded the aria/rvc line
2023-06-15 — focused research organizations: a new model for scientific research (federation of american scientists) — positive. the federation of american scientists' standing explainer and fro initiative page — the memo's original home keeps the frame alive as a us competitiveness instrument.
2024-09-18 — can a $1-billion bet transform uk science? (nature) — mixed. nature's $1b aria feature — 'a great experiment' — covers the uk agency adopting fro-ish structures while questioning whether its bets can land. the fros-as-agency-tool phase begins.
2024-07 — is science's dominant funding model broken? (nature) — mixed. nature's editorial asks whether the dominant funding model is broken — citing the tbi report and rodriques' cell commentary. legitimizing, but phrased as a question.
2025-09-18 — outsiders: how science's new institutions fund revolutionary research (works in progress) — positive. works in progress' institutional-lineage essay — fros placed on the osrd/bell-labs/janelia family tree. the scene's own historian blesses the design.
2025-10-13 — field notes on moving focused research organizations forward (issues in science and technology, marblestone, gamick, wang, fridman) — mixed. the four-year retrospective — candid on milestone rework, founder coaching, and midstream fundraising. reflective, not triumphant. traction: issues in s&t, fall 2025, 42(1):43–48
2025-06-06 — former mit researchers advance a new model for innovation (mit news) — positive. the mit institutional origin story — 'convergent has supported the creation of 10 fros since its founding in 2021' — the number that anchors the roster count.
2025-07-23 — america's ai action plan (the white house) — positive. the white house ai action plan recommends long-term agreements with fros for ai-enabled science — the model enters federal policy text.
2025-12-12 — the tech labs moment (fas / wsj / aip / rpn, correa and others) — positive. fas' correa interviews marblestone and rodriques the day nsf announces tech labs — 'fros are now a commonly discussed concept' — plus the wsj's 'most significant experiments in science funding in decades,' aip fyi's notice, and rpn's 'transformational moment' column. traction: nsf tip pilot: up to $1b
2026 — the fight for slow and boring research (asterisk magazine) — mixed. asterisk's dispatch — fros, arc, and arcadia read as emergency infrastructure while federal research support collapses. sympathetic but situational.
2023-03-15 — schmidt futures and philanthropist ken griffin team up to fund new frontier science (schmidt futures press) — positive. schmidt futures and ken griffin commit $50m — the first major outside-anchor money beyond the schmidts, earmarked for the next two fros. traction: $50m
2023-03-17 — schmidt futures, ken griffin commit $50 million to fund scientific research (forbes, alex knapp) — positive. knapp's forbes writeup — eric schmidt quote, the >300-proposal pipeline (reported via convergent), and the philanthropic-moonshot framing at its glossiest. traction: >300 proposals reported via convergent
2023-08-07 — the $50m lands on pti and eve bio (northeastern university) — positive. northeastern's confirmation that the $50m lands on pti and eve bio — university press as the roster's paper trail.
2023-07-11 — as billionaires fund more science, not all scientists approve (associated press / chronicle of philanthropy) — critical. the counterweight: ap/chronicle reporting that 'not all scientists approve' of billionaire-shaped science funding — convergent named among the beneficiaries of schmidt-scale giving.
2025-05-15 — imprint labs announces $15 million in philanthropic funding (pr newswire) — positive. imprint's $15m public launch — the funding release framed as the fro's debut; ted-stage ceo, schmidt + nycedc + reinhardt on the cap table. traction: $15m
2026-04-21 — convergent research and the uk's advanced research + invention agency launch two new focused research organizations (pr newswire) — positive. the uk cohort announcement — meridial (£14m aria award) and echo labs launch in london; the first major expansion outside the us. traction: £14m to meridial
2025-02-09 — barcoding billions of brain cells (asimov press) — positive. asimov press on e11's barcoding bet — 'a mouse connectome in five years for ~$100m' — the portfolio's flagship claim, rendered in the scene's favorite outlet.
2025-10-01 — prism ships (biorxiv / newswise / core memory) — positive. the prism launch stack — the biorxiv preprint, the newswise release, the e11 blog post, and an ashlee vance podcast interview with payne. the portfolio's most complete public output. traction: >750x label diversity, 8x tracing accuracy
2024-12-03 — the roadmap to a mouse connectome (e11 bio / bloomberg) — positive. e11's roadmap release toward 100x-cheaper connectomics, with bloomberg coverage the same day.
2025-10 — prism is suited to partial reconstruction (lachlan mckenzie, lachlan mckenzie) — mixed. the technical read of prism — ~49% of cells labeled, roughly one in five labeled neurons sharing barcodes — 'suited to partial reconstruction,' not yet dense connectomics. the caveat ledger for the flagship output.
2023-10-24 — forest neurotech selects butterfly network ultrasound-on-chip technology (business wire) — positive. the five-year, $20m butterfly network co-development deal — forest described as 'the latest focused research organization to be created as part of convergent research.' traction: $20m over five years
2025-01-20 — ultrasound helmet could help doctors spot brain injuries in minutes (the guardian) — positive. forest 1 inside an nhs trial — the first fro artifact in a national health system.
2024-07-10 — inside the laboratory for extraordinary microbes (asimov press) — positive. asimov press inside cultivarium — 'the laboratory for extraordinary microbes' — the organism portal, the 106-of-14,000+ statistic, the custom electroporator.
2023-07-25 — the lean fro (lean fro / mit news) — positive. the lean fro's launch-and-funders record — simons international, sloan, merkin, founders pledge — and the deepmind imo-silver dependency that made it the portfolio's most quotable tool. traction: deepmind's imo-silver system ran on lean
2026-09 — eve bio's first pharmome release (eve bio) — positive. eve bio's first pharmome data release — 19 nuclear receptors × 1,397 compounds, cc by-nc-sa — the 'public goods' promise with a license attached.
2026 — the mothra array (yale news / science) — positive. yale news on mothra, the science news bow-shock feature, and the reported nature paper — dragonfly takes the fro portfolio to astrophysics. traction: nature paper reported june 2026
2026-02 — the chi-fro transition (essential technology) — mixed. the essential tech post on chi-fro's transition to the probabilistic computing foundation — convergent narrating its first non-death outcome.
2026-09-07 — introducing melody (melody fro, anand muthusamy) — positive. the founder-authored roadmap post — melody's public launch, pasadena, continuous molecular monitoring.
2022 — the metascience canon (metascience essays, michael nielsen, kanjun qiu) — positive. nielsen and qiu's metascience text — the 'detector-and-predictor' and 'intellectual dark matter' framings that the fro scene keeps quoting back at itself.
2022 — evidence for the new science organizations (nintil, josé ricón) — positive. ricón's genealogy of the new science orgs — convergent filed alongside new science, arcadia, arc, and impetus as the parallel cohort.
2022-12 — new things under the sun on fro (new things under the sun, matt clancy) — positive. clancy's science-org taxonomy — 'the most interesting new development' — and the corporate-lab analogy the model quietly inherits.
2023-01-23 — early stage funding markets for science (nadia asparouhova, nadia asparouhova) — positive. asparouhova's early-stage-funding-markets read of science — fros as a market-design instrument, priced and analyzed rather than celebrated.
2023-06-14 — three learnings about focused research organizations (sam-rodriques.com, sam rodriques) — mixed. rodriques' three learnings — the insider revising the sunset doctrine in public and insisting the science outranks the metascience experiment.
2023-04-11 — science is a strong-link problem (experimental history, adam mastroianni) — mixed. mastroianni's counter-frame — science as a strong-link problem: progress depends on the best work, which funding-structure reform may not reach. applicability to fros is inferred.
2025 — metascience manqué (michael munger, michael munger) — critical. munger's 'metascience manqué' — the skeptical read that the whole institutional-innovation enterprise reproduces the field it critiques.
2024 — making bbns in the 21st century (jason buck / ben reinhardt, jason buck, ben reinhardt) — mixed. buck's 'making bbns' — the bottleneck-breaking-network complement, and the sharpest structural critique: fundraising is the bottleneck, and fros leave 'a lot of work and many types of people' uncovered.
2024 — bottling lightning (ben reinhardt, ben reinhardt) — positive. reinhardt's 'bottling lightning' — with the marblestone quote that the fro structure itself generates ideas that 'wouldn't even have become conceivable' otherwise.
2023 — introducing speculative technologies (speculative technologies) — mixed. introducing speculative technologies — the parpa made independent, the contrast case the discourse uses to define what a fro is not.
2025 — astera on bottlenecks (astera institute, seemay chou) — positive. seemay chou on astera's bottleneck thesis — calling rejuvenome 'the first fro' they funded and mapping the institute's own fro-adjacent line.
2023-07-18 — the fast grants origin story (fortune) — mixed. fortune's fast-grants origin story — the covid-era predecessor whose speed made the fro look plausible; scene-setting, not convergent coverage per se.
2025-07-03 — the metascience 2025 dispatches (research policy news) — positive. rpn's metascience-2025 column — gamick's aria fro plan at £10–14m per fro and the alliance launch, filed by the scene's trade press.
2025 — the marblestone quotes (community) — positive. buteau's compiled marblestone quote-file — community folksonomy for the ceo.

controversies

2022– — the schmidt question: convergent is built on schmidt money — created inside schmidt futures, unveiled with it, anchored by it. the same philanthropy's washington footprint drew politico reporting on ostp staff salaries and a house oversight inquiry, while ap/chronicle covered scientists who 'do not approve' of billionaire-shaped science. convergent itself is accused of nothing; kalil co-authored the nature manifesto while sitting at the center of the funder's policy story. reaction: diversification is the stated answer — '30+ individuals and institutions,' per-fro funders from astera and simons to nycedc and gerko's xtx — but the incubator's balance sheet stays schmidt-anchored, and the criticism documents the structure, not wrongdoing. (sources: eden stiffman, schmidt futures salaries at ostp, verge recap of politico findings, vox recode analysis of schmidt influence, house gop inquiry into schmidt/ostp ties, correa interviews marblestone & rodriques, convergentresearch.org)
2023– — the missing counterfactual: nobody has measured a fro against the counterfactual: no randomized or matched comparison against equivalent grant or arpa spending. buck's bbns critique is structural — fundraising is the bottleneck, narrow time-bound scopes leave 'a lot of work and many types of people' uncovered, and the field's alternative-funder wave risks reproducing the credentialing networks it critiques. reaction: convergent's own field notes concede the operational half — milestones needed redesigning, founders needed coaches — while the empirical question stays open. (sources: create variation evaluation argument, stuart buck: fro fundraising bottleneck, reinhardt on gilliams bbn piece, critique: alternative funders reproduce credentialing barriers, fall 2025 retrospective)
2025– — public goods, partially: 'public goods' arrives with licenses: prism's preprint is cc-by-nc, e11's addgene plasmids are restricted to non-commercial use, and eve bio's pharmome data ships cc by-nc-sa. the public-interest rationale is explicit, but the outputs stop short of public domain. reaction: the portfolio's own pages mark the licenses rather than hide them; whether non-commercial terms satisfy 'public goods' is the live argument. (sources: prism paper, full prism release, eve bio est)
2023–2026 — the sunset question: the sunset doctrine wobbled: the 5–7-year limit 'generated more concern than expected,' rodriques publicly revised it — fros 'should be free to grow' — and chi-fro's february 2026 move to the probabilistic computing foundation is the first non-death outcome, with its governance mechanics undisclosed. reaction: the doctrine now reads 'transition to a home in .org, .gov, or .com' — but only one fro has actually crossed that bridge, so the endgame remains a design claim. (sources: insider self-critique, chi-fro at convergent 2023–2025 → transitioned to probabilistic computing foundation, fall 2025 retrospective)
2021– — the self-reported ledger: the headline numbers are self-reported: 'almost $400m' from '30+ individuals and institutions,' 'almost a dozen subsidiary fros,' '>300 fro proposals,' '~90–100' uk applications, 'nobel laureates approach us.' per-fro budgets are undisclosed beyond the $20–50m design range; e11's own establishment year is reported two different ways. reaction: this dossier labels self-reported figures rather than reconciling them — the ledger says what convergent says about itself, flagged accordingly. (sources: convergentresearch.org, $50m schmidt+griffin, ~90+ proposals, fall 2025 retrospective, convergentresearch.org, launched in 2022 (self-reported variance))

sentiment eras

2019–2020 — the wonkish origin (positive): thesis chapter and day one memo circulate inside wonkish channels — positive, small-audience, pre-institutional. (sources: mit physics phd, rodriques & marblestone, day one project/fas, rodriques & marblestone fro white paper (day one project)
2021–2022 — the launch glow (positive): fast company, the schmidt futures network, the foresight fro/parpa pairing, the nature manifesto, and the tbi report — a coordinated and warm reception. (sources: public unveiling, schmidt futures network launch, marblestone+reinhardt joint session, nature 601:188–190 comment, six authors, tbi + entrepreneurs network + convergent)
2023 — money and scrutiny (mixed): the $50m headline lands the same year as the ap/chronicle billionaire-science skepticism, the politico ostp story, and rodriques' own public self-critique — money and scrutiny arrive together. (sources: $50m commitment (pti + eve bio), $50m schmidt+griffin, eden stiffman, schmidt futures salaries at ostp, insider self-critique)
2024–mid-2025 — the first outputs (positive): the cohort produces things the press can photograph — cultivarium's portal, [c]worthy's map, e11's roadmap, forest 1 in the nhs, imprint's launch, the mit news canonization. (sources: cultivarium profile, convergentresearch.org, e11 connectomics roadmap, forest neurotech device in nhs trial, imprint $15m launch, mit origin story)
mid-2025–2025 — the institutionalization (positive): metascience 2025 and the aria fro plan, the ai action plan, the x-labs proposal, the issues field notes, and nsf tech labs — the model stops being a pitch and starts being policy. (sources: gamick at metascience 2025 (jul 2), recommends fro agreements for ai-enabled science, ifp/watney x-labs (x02/x03) proposal, fall 2025 retrospective, nsf tip tech labs rfi)
2026– — the spread (positive): chi-fro's transition, mothra's nature paper, the uk cohort, and melody — the ecosystem spreads beyond the original schmidt-anchored container, and the coverage follows the spread. (sources: chi-fro at convergent 2023–2025 → transitioned to probabilistic computing foundation, science news on mothra nature paper, meridial (£14m) + echo labs launch, melody fro public launch)

AI-drafted at Ben Guo's direct request and credited to Hraness; every claim links to its cataloged source.

Canonical page: https://hraness.com/convergent-research/coverage

Original source occurrences

aip fyi on tech labs mechanics · aip.org · 2025-12-18 (day) · original ID: src-ci-aip-techlabs · Other public citations of this URL
aip fyi on tech labs mechanics; watney x-labs link
eden stiffman · associated press · 2023-07-11 (day) · original ID: src-ci-ap-chronicle · Other public citations of this URL
eden stiffman; billionaire-science skepticism; names convergent
e11 bio profile · asimov.press · 2025-02-09 (day) · original ID: src-ci-asimov-barcoding · Other public citations of this URL
e11 bio profile; $100m/5yr mouse connectome claim
cultivarium profile · asimov.press · 2024-07-10 (day) · original ID: src-ci-asimov-cultivarium · Other public citations of this URL
cultivarium profile; 106/14,000+ atcc organisms
cultivariums custom electroporator · asimov.press · 2024 (year) · original ID: src-ci-asimov-electroporation · Other public citations of this URL
cultivarium's custom electroporator
schmidt-funded study of early-stage science funding incl · nadia.xyz · 2023-01-23 (day) · original ID: src-ci-asparouhova · Other public citations of this URL
schmidt-funded study of early-stage science funding incl. fros
seemay chou · astera institute · 2025 (year) · original ID: src-ci-astera-bottlenecks · Other public citations of this URL
seemay chou; astera funded "first fro" rejuvenome
jolie gan · asteriskmag.com · 2026 (year) · original ID: src-ci-asterisk-slowboring · Other public citations of this URL
jolie gan; fros amid federal funding collapse
prism paper · doi.org · 2025-09-26 (day) · original ID: src-ci-biorxiv-prism · Other public citations of this URL
prism paper; >750× label diversity; 8× tracing accuracy; cc-by-nc
convergent has secured funding from 30-plus individuals/organizations · biotechgrid.com · 2025-05-15 (day) · original ID: src-ci-biotechgrid-imprint · Other public citations of this URL
"convergent has secured funding from 30-plus individuals/organizations"
create variation evaluation argument · goodscienceproject.org · undated (unknown) · original ID: src-ci-buck-advice · Other public citations of this URL
"create variation" evaluation argument
stuart buck: fro fundraising bottleneck · good science · 2024 (year) · original ID: src-ci-buck-bbn · Other public citations of this URL
stuart buck: fro fundraising bottleneck; bbn complement
critique: alternative funders reproduce credentialing barriers · good science · undated (unknown) · original ID: src-ci-buck-slowcancel · Other public citations of this URL
critique: alternative funders reproduce credentialing barriers
forest neurotech × butterfly $20m deal · businesswire.com · 2023-10-24 (day) · original ID: src-ci-butterfly-forest · Other public citations of this URL
forest neurotech × butterfly $20m deal; fro description
chi-fro at convergent 2023–2025 → transitioned to probabilistic computing foundation · essentialtechnology.blog · 2026-02 (month) · original ID: src-ci-chifro-evolution · Other public citations of this URL
chi-fro at convergent 2023–2025 → transitioned to probabilistic computing foundation
clancy: fros most interesting new development · matt clancy · 2022-12 (month) · original ID: src-ci-clancy-dec22 · Other public citations of this URL
clancy: fros "most interesting new development"; corporate-lab analogy
ashlee vance interviews payne at prism launch · corememory.com · 2025-10-01 (day) · original ID: src-ci-corememory-payne · Other public citations of this URL
ashlee vance interviews payne at prism launch
cultivarium×atcc igem collab · prnewswire · 2024-04-02 (day) · original ID: src-ci-cultivarium-atcc · Other public citations of this URL
cultivarium×atcc igem collab; fro descriptor
rodriques & marblestone, day one project/fas · fas.org · 2020-09-24 (day) · original ID: src-ci-dayone-memo · Other public citations of this URL
rodriques & marblestone, day one project/fas
full prism release · e11.bio · 2025-10-01 (day) · original ID: src-ci-e11-prism-blog · Other public citations of this URL
full prism release; licensing terms
eve bio est · evebio.org · 2026-09 (month) · original ID: src-ci-evebio-about · Other public citations of this URL
eve bio est. 2023; funders list; first data release
fas explainer · fas.org · 2023-06-15 (day) · original ID: src-ci-fas-model · Other public citations of this URL
fas explainer; portfolio snapshot mid-2023
correa interviews marblestone & rodriques · fas.org · 2025-12-12 (day) · original ID: src-ci-fas-techlabs · Other public citations of this URL
correa interviews marblestone & rodriques; "30+ philanthropic organizations" fund fros
fast grants origin story · fortune · 2023-07-18 (day) · original ID: src-ci-fortune-fastgrants · Other public citations of this URL
fast grants origin story; meta-science funding scene
house gop inquiry into schmidt/ostp ties · oversight.house.gov · 2022-04-26 (day) · original ID: src-ci-house-oversight · Other public citations of this URL
house gop inquiry into schmidt/ostp ties
imprint $15m launch · globenewswire.com · 2025-05-15 (day) · original ID: src-ci-imprint-launch · Other public citations of this URL
imprint $15m launch; forensic immunology
lean fro launch + funders (simons, sloan, merkin, founders pledge) · wayback machine · 2023-07-25 (day) · original ID: src-ci-leanfro · Other public citations of this URL
lean fro launch + funders (simons, sloan, merkin, founders pledge)
convergent linkedin — dragonfly nature paper + fro framing · linkedin · 2026-06-15 (day) · original ID: src-ci-linkedin-dragonfly · Other public citations of this URL
convergent linkedin — dragonfly nature paper + fro framing
marblestones launch-day media index · longitudinal.blog · 2021-10-18 (day) · original ID: src-ci-longitudinal · Other public citations of this URL
marblestone's launch-day media index
counter-frame to funding-structure reform · experimental-history.com · 2023-04-11 (day) · original ID: src-ci-mastroianni-stronglink · Other public citations of this URL
counter-frame to funding-structure reform
technical caveats on prism coverage (49% labeling) · neurobiology · 2025-10 (month) · original ID: src-ci-mckenzie-prism · Other public citations of this URL
technical caveats on prism coverage (49% labeling)
melody fro public launch · anand muthusamy · 2026-09-07 (day) · original ID: src-ci-melody-fro · Other public citations of this URL
melody fro public launch; convergent incubation history
skeptical critique of metascience field · kevin munger · 2025 (year) · original ID: src-ci-munger · Other public citations of this URL
skeptical critique of metascience field
nature feature on aria (the agency adopting fros) · nature.com · 2024-09-18 (day) · original ID: src-ci-nature-aria · Other public citations of this URL
nature feature on aria (the agency adopting fros)
e11 prism release · newswise.com · 2025-10-01 (day) · original ID: src-ci-newswise-prism · Other public citations of this URL
e11 prism release; payne quotes; 100× cost path claim
nielsen & qiu metascience framework · scienceplusplus.org · 2022 (year) · original ID: src-ci-nielsen-qiu · Other public citations of this URL
nielsen & qiu metascience framework; "intellectual dark matter"
genealogy of new science orgs · nintil.com · 2022 (year) · original ID: src-ci-nintil-evidence · Other public citations of this URL
genealogy of new science orgs; fro traced to whitepaper
ricón+marblestone workshop · nintil.com · 2021 (year) · original ID: src-ci-nintil-workshop · Other public citations of this URL
ricón+marblestone workshop; fros as "mini manhattan projects"
confirms $50m → pti and eve bio · news.northeastern.edu · 2023-08-07 (day) · original ID: src-ci-northeastern-50m · Other public citations of this URL
confirms $50m → pti and eve bio
nsf tip tech labs rfi · nsf.gov · 2025-12-12 (day) · original ID: src-ci-nsf-techlabs · Other public citations of this URL
nsf tip tech labs rfi; up to $1b; $10–50m/yr awards
schmidt futures salaries at ostp · politico.com · 2022-03-28 (day) · original ID: src-ci-politico-ostp · Other public citations of this URL
schmidt futures salaries at ostp; ethics flags
meridial (£14m) + echo labs launch · prnewswire · 2026-04-21 (day) · original ID: src-ci-prnewswire-uk-fros · Other public citations of this URL
meridial (£14m) + echo labs launch
reinhardt on gilliams bbn piece · blog.spec.tech · 2024 (year) · original ID: src-ci-reinhardt-bbn · Other public citations of this URL
reinhardt on gilliam's bbn piece; fro coverage gap
funders as implicit research managers · blog.spec.tech · undated (unknown) · original ID: src-ci-reinhardt-bottling · Other public citations of this URL
funders as implicit research managers; marblestone quote on fro idea-generation
systems research framing vs fro categorization · blog.spec.tech · undated (unknown) · original ID: src-ci-reinhardt-systems · Other public citations of this URL
"systems research" framing vs fro categorization
insider self-critique · sam-rodriques.com · 2023-06-14 (day) · original ID: src-ci-rodriques-learnings · Other public citations of this URL
insider self-critique; sunset doctrine revised
gamick at metascience 2025 (jul 2) · researchprofessionalnews.com · 2025-07-03 (day) · original ID: src-ci-rpn-aria · Other public citations of this URL
gamick at metascience 2025 (jul 2); aria fro plan; £10–14m/fro
rpn: transformational moment framing · researchprofessionalnews.com · 2025-12 (month) · original ID: src-ci-rpn-techlabs · Other public citations of this URL
rpn: "transformational moment" framing
$50m commitment (pti + eve bio) · schmidtfutures.org · 2023-03-15 (day) · original ID: src-ci-schmidt-50m · Other public citations of this URL
$50m commitment (pti + eve bio)
science news on mothra nature paper · science.org · 2026-06 (month) · original ID: src-ci-science-mothra · Other public citations of this URL
science news on mothra nature paper; gerko/xtx funding
schmidt futures network launch · philanthropynewsdigest.org · 2021-10-16 (day) · original ID: src-ci-sfn-pnd · Other public citations of this URL
schmidt futures network launch; convergent first initiative (date per wikipedia citation)
tbi + entrepreneurs network + convergent · assets.ctfassets.net · 2022-08-04 (day) · original ID: src-ci-tbi-new-model · Other public citations of this URL
tbi + entrepreneurs network + convergent; seeded uk adoption
companion landing page for the tbi report · tenentrepreneurs.org · 2022-08-04 (day) · original ID: src-ci-ten-newmodel · Other public citations of this URL
companion landing page for the tbi report
verge recap of politico findings · the verge · 2022-03-28 (day) · original ID: src-ci-verge-ostp · Other public citations of this URL
verge recap of politico findings
vox recode analysis of schmidt influence · vox · 2022-03 (month) · original ID: src-ci-vox-ostp · Other public citations of this URL
vox recode analysis of schmidt influence
institutional lineage essay · worksinprogress.co · 2025-09-18 (day) · original ID: src-ci-wip-outsiders · Other public citations of this URL
institutional lineage essay; tbi report cited
wsj: one of the most significant experiments in science funding in decades (via archive · archive.is · 2025-12-12 (day) · original ID: src-ci-wsj-techlabs · Other public citations of this URL
wsj: "one of the most significant experiments in science funding in decades" (via archive.is)
mothra/dragonfly fro telescope · news.yale.edu · 2026-03-11 (day) · original ID: src-ci-yale-mothra · Other public citations of this URL
mothra/dragonfly fro telescope
recommends fro agreements for ai-enabled science · whitehouse.gov · 2025-07-23 (day) · original ID: src-hp-ai-action-plan · Other public citations of this URL
recommends fro agreements for ai-enabled science
astera fro program page incl · wayback machine · 2023-02-04 (day) · original ID: src-hp-astera-fros · Other public citations of this URL
astera fro program page incl. rejuvenome + parpa
e11 roadmap coverage · bloomberg · 2024-12-03 (day) · original ID: src-hp-bloomberg-e11 · Other public citations of this URL
e11 roadmap coverage
compiled marblestone quotes w/ source links · antoinebuteau.com · 2025 (year) · original ID: src-hp-buteau-marblestone · Other public citations of this URL
compiled marblestone quotes w/ source links
convergentresearch.org · convergentresearch.org · 2026-09-16 (day) · original ID: src-hp-chi-page · Other public citations of this URL
est. 2023; moved to probabilistic computing foundation
convergentresearch.org · convergentresearch.org · 2026-09-16 (day) · original ID: src-hp-convergent-about · Other public citations of this URL
founding year, 501(c)(3), ~$400m/30+ funders (self-reported), funders list, resource dates
convergentresearch.org · convergentresearch.org · 2026-09-16 (day) · original ID: src-hp-cworthy-page · Other public citations of this URL
est. 2023; c-star mrv; noaa/arpa-e funders
rodriques & marblestone fro white paper (day one project · fas.org · 2020-09-24 (day) · original ID: src-hp-dayone-whitepaper · Other public citations of this URL
rodriques & marblestone fro white paper (day one project; pdf: https://fas.org/wp-content/uploads/2020/09/focused-research-organizations-to-accelerate-science-technology-and-medicine.pdf)
launched in 2022 (self-reported variance) · e11.bio · 2026-09-16 (day) · original ID: src-hp-e11-fro-page · Other public citations of this URL
"launched in 2022" (self-reported variance)
convergentresearch.org · convergentresearch.org · 2026-09-16 (day) · original ID: src-hp-e11-page · Other public citations of this URL
est. 2021; prism; funders; roadmap links
e11 connectomics roadmap · e11.bio · 2024-12-03 (day) · original ID: src-hp-e11-roadmap · Other public citations of this URL
e11 connectomics roadmap
fas fro explainer + proposal series · fas.org · 2023-06-13 (day) · original ID: src-hp-fas-new-model · Other public citations of this URL
fas fro explainer + proposal series
public unveiling · fast company · 2021-10-12 (day) · original ID: src-hp-fastcompany-launch · Other public citations of this URL
public unveiling; first fros; marblestone + braverman quotes (via wayback for full text)
$50m schmidt+griffin · forbes · 2023-03-17 (day) · original ID: src-hp-forbes-50m · Other public citations of this URL
$50m schmidt+griffin; eve+pti next; >300 proposals
marblestone+reinhardt joint session · foresight.org · 2021 (year) · original ID: src-hp-foresight-fro-parpa · Other public citations of this URL
marblestone+reinhardt joint session; bios
forest neurotech device in nhs trial · theguardian.com · 2025-01-20 (day) · original ID: src-hp-guardian-forest · Other public citations of this URL
forest neurotech device in nhs trial
fall 2025 retrospective · issues.org · 2025-10-13 (day) · original ID: src-hp-issues-field-notes · Other public citations of this URL
fall 2025 retrospective; fro parameters; lessons; govt interest
corroborates $50m + pipeline detail · leaders.com · 2023-03 (month) · original ID: src-hp-leaders-50m · Other public citations of this URL
corroborates $50m + pipeline detail
melody mission · melodyfro.org · 2026-09-16 (day) · original ID: src-hp-melody-site · Other public citations of this URL
melody mission; pasadena
mit origin story · news.mit.edu · 2025-06-06 (day) · original ID: src-hp-mit-news · Other public citations of this URL
mit origin story; 10 fros; launch attribution incl. kalil
nature 601:188–190 comment, six authors · doi.org · 2022-01-11 (day) · original ID: src-hp-nature-comment · Other public citations of this URL
nature 601:188–190 comment, six authors
cites tbi report + rodriques cell commentary · nature.com · 2024-07 (month) · original ID: src-hp-nature-editorial-2024 · Other public citations of this URL
cites tbi report + rodriques cell commentary
meridial + echo labs launch · bolsamania.com · 2026-04-21 (day) · original ID: src-hp-prnewswire-uk-fros · Other public citations of this URL
meridial + echo labs launch; uk first expansion
mit physics phd · dspace.mit.edu · 2019 (year) · original ID: src-hp-rodriques-thesis · Other public citations of this URL
mit physics phd; concluding fro proposal
three fros funded oct 2021 by schmidt futures and astera · sam-rodriques.com · undated (unknown) · original ID: src-hp-sam-rodriques-post · Other public citations of this URL
"three fros funded oct 2021 by schmidt futures and astera"; thesis ch.8 origin
parpa→speculative technologies · blog.spec.tech · 2023 (year) · original ID: src-hp-spectech-launch · Other public citations of this URL
parpa→speculative technologies
tbi report summary · progress · 2022-08-16 (day) · original ID: src-hp-tbi-whats-your-fro · Other public citations of this URL
tbi report summary; 3 extant fros incl. rejuvenome; cummings tweet; schmidt tweet
~90+ proposals · essentialtechnology.blog · 2025-09-16 (day) · original ID: src-hp-uk-residency-post · Other public citations of this URL
~90+ proposals; 5 teams; 6-month residency
consolidated citations (7 fros as of 2023) · wikipedia · 2026-09-16 (day) · original ID: src-hp-wikipedia · Other public citations of this URL
consolidated citations (7 fros as of 2023)
ifp/watney x-labs (x02/x03) proposal · rebuilding.tech · 2025 (year) · original ID: src-hp-x-labs · Other public citations of this URL
ifp/watney x-labs (x02/x03) proposal

Structured research records

the schmidt question · convergent-research-coverage-controversies · 2022– (approximate)

Original location · source-00d0b0c07516a6834134 · source-6e03cdf7f3b43d9fdcfc · source-c5130c8b877ed7966a5e · source-ddf1279557d308f4064c · source-6c11b1bc78cdbb199e97 · source-ba2ae55466b3c1177ebe · source-f11a856eeed600b27f56

Original structured fields

{
  "date": "2022–",
  "detail": "convergent is built on schmidt money — created inside schmidt futures, unveiled with it, anchored by it. the same philanthropy's washington footprint drew politico reporting on ostp staff salaries and a house oversight inquiry, while ap/chronicle covered scientists who 'do not approve' of billionaire-shaped science. convergent itself is accused of nothing; kalil co-authored the nature manifesto while sitting at the center of the funder's policy story.",
  "id": "cty-funder-concentration",
  "reaction": "diversification is the stated answer — '30+ individuals and institutions,' per-fro funders from astera and simons to nycedc and gerko's xtx — but the incubator's balance sheet stays schmidt-anchored, and the criticism documents the structure, not wrongdoing.",
  "sourceIds": [
    "src-ci-ap-chronicle",
    "src-ci-politico-ostp",
    "src-ci-verge-ostp",
    "src-ci-vox-ostp",
    "src-ci-house-oversight",
    "src-ci-fas-techlabs",
    "src-hp-convergent-about"
  ],
  "title": "the schmidt question"
}

the missing counterfactual · convergent-research-coverage-controversies · 2023– (approximate)

Original location · source-4a73c3a36d9a31800f29 · source-78e3250cd36b9c6d7a16 · source-9a74187eafc80b788dd0 · source-314cb7eb81fd063c5ff7 · source-95283c60e994cdbe36a5

Original structured fields

{
  "date": "2023–",
  "detail": "nobody has measured a fro against the counterfactual: no randomized or matched comparison against equivalent grant or arpa spending. buck's bbns critique is structural — fundraising is the bottleneck, narrow time-bound scopes leave 'a lot of work and many types of people' uncovered, and the field's alternative-funder wave risks reproducing the credentialing networks it critiques.",
  "id": "cty-evaluation-gap",
  "reaction": "convergent's own field notes concede the operational half — milestones needed redesigning, founders needed coaches — while the empirical question stays open.",
  "sourceIds": [
    "src-ci-buck-advice",
    "src-ci-buck-bbn",
    "src-ci-reinhardt-bbn",
    "src-ci-buck-slowcancel",
    "src-hp-issues-field-notes"
  ],
  "title": "the missing counterfactual"
}

public goods, partially · convergent-research-coverage-controversies · 2025– (approximate)

Original location · source-2caa4b53de91b1074869 · source-faa9605157a9e9fc8ea8 · source-5e3558703a891f4a8c0f

Original structured fields

{
  "date": "2025–",
  "detail": "'public goods' arrives with licenses: prism's preprint is cc-by-nc, e11's addgene plasmids are restricted to non-commercial use, and eve bio's pharmome data ships cc by-nc-sa. the public-interest rationale is explicit, but the outputs stop short of public domain.",
  "id": "cty-openness",
  "reaction": "the portfolio's own pages mark the licenses rather than hide them; whether non-commercial terms satisfy 'public goods' is the live argument.",
  "sourceIds": [
    "src-ci-biorxiv-prism",
    "src-ci-e11-prism-blog",
    "src-ci-evebio-about"
  ],
  "title": "public goods, partially"
}

the sunset question · convergent-research-coverage-controversies · 2023–2026 (approximate)

Original location · source-0029c74ed8dcbc52de07 · source-277740b62ff5293edb8d · source-95283c60e994cdbe36a5

Original structured fields

{
  "date": "2023–2026",
  "detail": "the sunset doctrine wobbled: the 5–7-year limit 'generated more concern than expected,' rodriques publicly revised it — fros 'should be free to grow' — and chi-fro's february 2026 move to the probabilistic computing foundation is the first non-death outcome, with its governance mechanics undisclosed.",
  "id": "cty-sunset",
  "reaction": "the doctrine now reads 'transition to a home in .org, .gov, or .com' — but only one fro has actually crossed that bridge, so the endgame remains a design claim.",
  "sourceIds": [
    "src-ci-rodriques-learnings",
    "src-ci-chifro-evolution",
    "src-hp-issues-field-notes"
  ],
  "title": "the sunset question"
}

the self-reported ledger · convergent-research-coverage-controversies · 2021– (approximate)

Original location · source-f11a856eeed600b27f56 · source-5492313033c3fa58d697 · source-ce3e863fc68a5c4253ab · source-95283c60e994cdbe36a5 · source-05c84396f4a6a69f9af8 · source-92c7789a54949097dce6

Original structured fields

{
  "date": "2021–",
  "detail": "the headline numbers are self-reported: 'almost $400m' from '30+ individuals and institutions,' 'almost a dozen subsidiary fros,' '>300 fro proposals,' '~90–100' uk applications, 'nobel laureates approach us.' per-fro budgets are undisclosed beyond the $20–50m design range; e11's own establishment year is reported two different ways.",
  "id": "cty-self-reported",
  "reaction": "this dossier labels self-reported figures rather than reconciling them — the ledger says what convergent says about itself, flagged accordingly.",
  "sourceIds": [
    "src-hp-convergent-about",
    "src-hp-forbes-50m",
    "src-hp-uk-residency-post",
    "src-hp-issues-field-notes",
    "src-hp-e11-page",
    "src-hp-e11-fro-page"
  ],
  "title": "the self-reported ledger"
}

these 'focused research organizations' are taking on gaps in scientific discovery · convergent-research-coverage-items · 2021-10-12 (day)

Original location · source-457c49a7bd97bafe33e5

Original structured fields

{
  "author": "adele peters",
  "date": "2021-10-12",
  "gist": "the unveiling: convergent 'spun out of schmidt futures' with e11 bio and cultivarium named; marblestone's academia-versus-industry gap framing; braverman alongside. the canonical launch-press hit.",
  "id": "cov-fastcompany-launch",
  "publisher": "fast company",
  "section": "launch",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-fastcompany-launch"
  ],
  "title": "these 'focused research organizations' are taking on gaps in scientific discovery",
  "traction": null,
  "url": "https://www.fastcompany.com/90684882/these-focused-research-organizations-are-taking-on-gaps-in-scientific-discovery"
}

schmidt futures launches schmidt futures network · convergent-research-coverage-items · 2021-10-16 (day)

Original location · source-f587d1877727ee6c095f · source-441b26fdcf5c89c0841a

Original structured fields

{
  "author": null,
  "date": "2021-10-16",
  "gist": "philanthropy trade coverage of the schmidt futures network launch — convergent as its first initiative. dated via the wikipedia citation; the underlying post is thin.",
  "id": "cov-sfn-pnd",
  "publisher": "philanthropy news digest",
  "section": "launch",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-sfn-pnd",
    "src-hp-wikipedia"
  ],
  "title": "schmidt futures launches schmidt futures network",
  "traction": null,
  "url": "https://philanthropynewsdigest.org/news/schmidt-futures-announces-launch-of-schmidt-futures-network"
}

fro & parpa: innovating in scientific innovation · convergent-research-coverage-items · 2021-10-19 (day)

Original location · source-e4a7af1219074f87de40

Original structured fields

{
  "author": null,
  "date": "2021-10-19",
  "gist": "the launch-week foresight session pairing marblestone and reinhardt — the fro and the parpa presented as sibling templates. community-press canonization of the discourse split.",
  "id": "cov-foresight-parpa",
  "publisher": "foresight institute",
  "section": "launch",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-foresight-fro-parpa"
  ],
  "title": "fro & parpa: innovating in scientific innovation",
  "traction": null,
  "url": "https://foresight.org/resource/adam-marblestone-ben-reinhardt-fro-parpa-innovating-in-scientific-innovation/"
}

selected mentions of the focused research organization (fro) concept online · convergent-research-coverage-items · 2021-10-18 (day)

Original location · source-bd16220a3b07464e1e22

Original structured fields

{
  "author": "adam marblestone",
  "date": "2021-10-18",
  "gist": "marblestone's own link-log of launch-day fro mentions — 'selected mentions of the fro concept online' — evidence of a coordinated media push, updated into 2025.",
  "id": "cov-longitudinal",
  "publisher": "longitudinal science",
  "section": "launch",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-longitudinal"
  ],
  "title": "selected mentions of the focused research organization (fro) concept online",
  "traction": null,
  "url": "https://longitudinal.blog/2021/10/18/selected-mentions-of-the-focused-research-organization-fro-concept-online/"
}

focused research organizations · convergent-research-coverage-items · 2021-10 (month)

Original location · source-e336dc7886241fce60e4

Original structured fields

{
  "author": "sam rodriques",
  "date": "2021-10",
  "gist": "rodriques' launch-week count — 'in october 2021, three fros were funded by schmidt futures and astera' — the co-inventor's own press log.",
  "id": "cov-rodriques-count",
  "publisher": "sam-rodriques.com",
  "section": "launch",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-sam-rodriques-post"
  ],
  "title": "focused research organizations",
  "traction": null,
  "url": "https://www.sam-rodriques.com/post/focused-research-organizations"
}

bottlenecks in science and technology workshop · convergent-research-coverage-items · 2021 (year)

Original location · source-edf95d302a5d34466854

Original structured fields

{
  "author": null,
  "date": "2021",
  "gist": "the bottlenecks-in-science workshop — marblestone presenting, co-organized with nintil — seeded the connectomics and non-model-microbe examples and the 'mini manhattan projects' framing inside the scene.",
  "id": "cov-nintil-workshop",
  "publisher": "nintil",
  "section": "launch",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-nintil-workshop"
  ],
  "title": "bottlenecks in science and technology workshop",
  "traction": null,
  "url": "https://nintil.com/bottlenecks-workshop/"
}

unblock research bottlenecks with non-profit start-ups · convergent-research-coverage-items · 2022-01-11 (day)

Original location · source-840ce11275af9aa98871

Original structured fields

{
  "author": "marblestone, gamick, kalil, martin, cvitkovic, rodriques",
  "date": "2022-01-11",
  "gist": "the nature world view manifesto — six authors, the canonical mainstream-press statement of the model. the deck is the sentence everyone quotes.",
  "id": "cov-nature-worldview",
  "publisher": "nature",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-nature-comment"
  ],
  "title": "unblock research bottlenecks with non-profit start-ups",
  "traction": "nature 601:188–190; ~15 citations per the coverage lane",
  "url": "https://doi.org/10.1038/d41586-022-00018-5"
}

a new model for science · convergent-research-coverage-items · 2022-08-04 (day)

Original location · source-675fb3f698b6c0bbe66d · source-180f57619d4442ebe02d · source-f397e3502764b7d90a10

Original structured fields

{
  "author": null,
  "date": "2022-08-04",
  "gist": "the tbi report with convergent and the entrepreneurs network — 'seal teams for science' — that seeded the uk adoption line: aria, research ventures catalyst, bind.",
  "id": "cov-tbi-report",
  "publisher": "tony blair institute",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-tbi-new-model",
    "src-ci-ten-newmodel",
    "src-hp-tbi-whats-your-fro"
  ],
  "title": "a new model for science",
  "traction": "cited by uk strategy work; seeded the aria/rvc line",
  "url": "https://institute.global/insights/economic-prosperity/a-new-model-for-science"
}

focused research organizations: a new model for scientific research · convergent-research-coverage-items · 2023-06-15 (day)

Original location · source-7363b4aa0b65b9e1d7b7 · source-b45d5e27b43aee4d8b95

Original structured fields

{
  "author": null,
  "date": "2023-06-15",
  "gist": "the federation of american scientists' standing explainer and fro initiative page — the memo's original home keeps the frame alive as a us competitiveness instrument.",
  "id": "cov-fas-model",
  "publisher": "federation of american scientists",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-fas-model",
    "src-hp-fas-new-model"
  ],
  "title": "focused research organizations: a new model for scientific research",
  "traction": null,
  "url": "https://fas.org/publication/focused-research-organizations-a-new-model-for-scientific-research/"
}

can a $1-billion bet transform uk science? · convergent-research-coverage-items · 2024-09-18 (day)

Original location · source-7db22cc7c4b3ca1783d4

Original structured fields

{
  "author": null,
  "date": "2024-09-18",
  "gist": "nature's $1b aria feature — 'a great experiment' — covers the uk agency adopting fro-ish structures while questioning whether its bets can land. the fros-as-agency-tool phase begins.",
  "id": "cov-nature-aria",
  "publisher": "nature",
  "section": "policy",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-nature-aria"
  ],
  "title": "can a $1-billion bet transform uk science?",
  "traction": null,
  "url": "https://www.nature.com/articles/d41586-024-02995-1"
}

is science's dominant funding model broken? · convergent-research-coverage-items · 2024-07 (month)

Original location · source-23081b2ff16e99b8b833

Original structured fields

{
  "author": null,
  "date": "2024-07",
  "gist": "nature's editorial asks whether the dominant funding model is broken — citing the tbi report and rodriques' cell commentary. legitimizing, but phrased as a question.",
  "id": "cov-nature-editorial",
  "publisher": "nature",
  "section": "policy",
  "sentiment": "mixed",
  "sourceIds": [
    "src-hp-nature-editorial-2024"
  ],
  "title": "is science's dominant funding model broken?",
  "traction": null,
  "url": "https://www.nature.com/articles/d41586-024-02080-7"
}

outsiders: how science's new institutions fund revolutionary research · convergent-research-coverage-items · 2025-09-18 (day)

Original location · source-bb81b880ba64a17f674f

Original structured fields

{
  "author": null,
  "date": "2025-09-18",
  "gist": "works in progress' institutional-lineage essay — fros placed on the osrd/bell-labs/janelia family tree. the scene's own historian blesses the design.",
  "id": "cov-wip-outsiders",
  "publisher": "works in progress",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-wip-outsiders"
  ],
  "title": "outsiders: how science's new institutions fund revolutionary research",
  "traction": null,
  "url": "https://worksinprogress.co/issue/why-science-needs-outsiders/"
}

field notes on moving focused research organizations forward · convergent-research-coverage-items · 2025-10-13 (day)

Original location · source-95283c60e994cdbe36a5

Original structured fields

{
  "author": "marblestone, gamick, wang, fridman",
  "date": "2025-10-13",
  "gist": "the four-year retrospective — candid on milestone rework, founder coaching, and midstream fundraising. reflective, not triumphant.",
  "id": "cov-field-notes",
  "publisher": "issues in science and technology",
  "section": "policy",
  "sentiment": "mixed",
  "sourceIds": [
    "src-hp-issues-field-notes"
  ],
  "title": "field notes on moving focused research organizations forward",
  "traction": "issues in s&t, fall 2025, 42(1):43–48",
  "url": "https://issues.org/focused-research-organizations-fro-marblestone-gamick-wang-fridman/"
}

former mit researchers advance a new model for innovation · convergent-research-coverage-items · 2025-06-06 (day)

Original location · source-308cc92a0997644c16c4

Original structured fields

{
  "author": null,
  "date": "2025-06-06",
  "gist": "the mit institutional origin story — 'convergent has supported the creation of 10 fros since its founding in 2021' — the number that anchors the roster count.",
  "id": "cov-mit-news",
  "publisher": "mit news",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-mit-news"
  ],
  "title": "former mit researchers advance a new model for innovation",
  "traction": null,
  "url": "https://news.mit.edu/2025/former-mit-researchers-advance-new-model-innovation-0606"
}

america's ai action plan · convergent-research-coverage-items · 2025-07-23 (day)

Original location · source-e1baac9fa50e215e2f73 · source-95283c60e994cdbe36a5

Original structured fields

{
  "author": null,
  "date": "2025-07-23",
  "gist": "the white house ai action plan recommends long-term agreements with fros for ai-enabled science — the model enters federal policy text.",
  "id": "cov-ai-action-plan",
  "publisher": "the white house",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-ai-action-plan",
    "src-hp-issues-field-notes"
  ],
  "title": "america's ai action plan",
  "traction": null,
  "url": "https://www.whitehouse.gov/wp-content/uploads/2025/07/Americas-AI-Action-Plan.pdf"
}

the tech labs moment · convergent-research-coverage-items · 2025-12-12 (day)

Original location · source-ba2ae55466b3c1177ebe · source-e51bb94d367ff20c3157 · source-c3f8b33f0acbd9d9a10f · source-36d73bc09f75137daa03 · source-1781d4a34a675e9dd64e

Original structured fields

{
  "author": "correa and others",
  "date": "2025-12-12",
  "gist": "fas' correa interviews marblestone and rodriques the day nsf announces tech labs — 'fros are now a commonly discussed concept' — plus the wsj's 'most significant experiments in science funding in decades,' aip fyi's notice, and rpn's 'transformational moment' column.",
  "id": "cov-nsf-techlabs",
  "publisher": "fas / wsj / aip / rpn",
  "section": "policy",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-fas-techlabs",
    "src-ci-wsj-techlabs",
    "src-ci-aip-techlabs",
    "src-ci-rpn-techlabs",
    "src-ci-nsf-techlabs"
  ],
  "title": "the tech labs moment",
  "traction": "nsf tip pilot: up to $1b",
  "url": "https://fas.org/publication/nsf-supercharge-independent-tech-labs/"
}

the fight for slow and boring research · convergent-research-coverage-items · 2026 (year)

Original location · source-a3d1c19e480f4c8d8b51

Original structured fields

{
  "author": null,
  "date": "2026",
  "gist": "asterisk's dispatch — fros, arc, and arcadia read as emergency infrastructure while federal research support collapses. sympathetic but situational.",
  "id": "cov-asterisk",
  "publisher": "asterisk magazine",
  "section": "policy",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-asterisk-slowboring"
  ],
  "title": "the fight for slow and boring research",
  "traction": null,
  "url": "https://asteriskmag.com/issues/13/the-fight-for-slow-and-boring-research"
}

schmidt futures and philanthropist ken griffin team up to fund new frontier science · convergent-research-coverage-items · 2023-03-15 (day)

Original location · source-d1fa63ed5b38cdaa8b95

Original structured fields

{
  "author": null,
  "date": "2023-03-15",
  "gist": "schmidt futures and ken griffin commit $50m — the first major outside-anchor money beyond the schmidts, earmarked for the next two fros.",
  "id": "cov-schmidt-50m",
  "publisher": "schmidt futures press",
  "section": "funding",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-schmidt-50m"
  ],
  "title": "schmidt futures and philanthropist ken griffin team up to fund new frontier science",
  "traction": "$50m",
  "url": "https://www.schmidtfutures.org/schmidt-futures-and-ken-griffin-commit-50-million-to-support-the-next-big-breakthroughs-in-science/"
}

schmidt futures, ken griffin commit $50 million to fund scientific research · convergent-research-coverage-items · 2023-03-17 (day)

Original location · source-5492313033c3fa58d697 · source-68cf1ccc482475429d80

Original structured fields

{
  "author": "alex knapp",
  "date": "2023-03-17",
  "gist": "knapp's forbes writeup — eric schmidt quote, the >300-proposal pipeline (reported via convergent), and the philanthropic-moonshot framing at its glossiest.",
  "id": "cov-forbes-50m",
  "publisher": "forbes",
  "section": "funding",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-forbes-50m",
    "src-hp-leaders-50m"
  ],
  "title": "schmidt futures, ken griffin commit $50 million to fund scientific research",
  "traction": ">300 proposals reported via convergent",
  "url": "https://www.forbes.com/sites/alexknapp/2023/03/17/why-billionaires-ken-griffin-and-eric-schmidt-are-spending-50-million-on-a-new-kind-of-scientific-research/"
}

the $50m lands on pti and eve bio · convergent-research-coverage-items · 2023-08-07 (day)

Original location · source-6a4de2e933b854a17a6b

Original structured fields

{
  "author": null,
  "date": "2023-08-07",
  "gist": "northeastern's confirmation that the $50m lands on pti and eve bio — university press as the roster's paper trail.",
  "id": "cov-northeastern",
  "publisher": "northeastern university",
  "section": "funding",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-northeastern-50m"
  ],
  "title": "the $50m lands on pti and eve bio",
  "traction": null,
  "url": "https://news.northeastern.edu/2023/08/07/alzheimers-research-organization-grant/"
}

as billionaires fund more science, not all scientists approve · convergent-research-coverage-items · 2023-07-11 (day)

Original location · source-00d0b0c07516a6834134

Original structured fields

{
  "author": null,
  "date": "2023-07-11",
  "gist": "the counterweight: ap/chronicle reporting that 'not all scientists approve' of billionaire-shaped science funding — convergent named among the beneficiaries of schmidt-scale giving.",
  "id": "cov-ap-chronicle",
  "publisher": "associated press / chronicle of philanthropy",
  "section": "funding",
  "sentiment": "critical",
  "sourceIds": [
    "src-ci-ap-chronicle"
  ],
  "title": "as billionaires fund more science, not all scientists approve",
  "traction": null,
  "url": "https://apnews.com/article/quick-grants-science-research-tech-billionaires-9ba9b7296ac226295e9f0cc386308c2c"
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imprint labs announces $15 million in philanthropic funding · convergent-research-coverage-items · 2025-05-15 (day)

Original location · source-3f462ba6064a3a8fc10a · source-2d6384ee28bf37af02b1

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{
  "author": null,
  "date": "2025-05-15",
  "gist": "imprint's $15m public launch — the funding release framed as the fro's debut; ted-stage ceo, schmidt + nycedc + reinhardt on the cap table.",
  "id": "cov-imprint-launch",
  "publisher": "pr newswire",
  "section": "funding",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-imprint-launch",
    "src-ci-biotechgrid-imprint"
  ],
  "title": "imprint labs announces $15 million in philanthropic funding",
  "traction": "$15m",
  "url": "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"
}

convergent research and the uk's advanced research + invention agency launch two new focused research organizations · convergent-research-coverage-items · 2026-04-21 (day)

Original location · source-6aa4636643b89f4ba252 · source-1be841d427bf6fdefad5

Original structured fields

{
  "author": null,
  "date": "2026-04-21",
  "gist": "the uk cohort announcement — meridial (£14m aria award) and echo labs launch in london; the first major expansion outside the us.",
  "id": "cov-uk-fros",
  "publisher": "pr newswire",
  "section": "funding",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-prnewswire-uk-fros",
    "src-hp-prnewswire-uk-fros"
  ],
  "title": "convergent research and the uk's advanced research + invention agency launch two new focused research organizations",
  "traction": "£14m to meridial",
  "url": "https://www.prnewswire.com/news-releases/convergent-research-and-aria-launch-two-new-uk-focused-research-organizations-302748565.html"
}

barcoding billions of brain cells · convergent-research-coverage-items · 2025-02-09 (day)

Original location · source-5e92556050373913c36d

Original structured fields

{
  "author": null,
  "date": "2025-02-09",
  "gist": "asimov press on e11's barcoding bet — 'a mouse connectome in five years for ~$100m' — the portfolio's flagship claim, rendered in the scene's favorite outlet.",
  "id": "cov-asimov-barcoding",
  "publisher": "asimov press",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-asimov-barcoding"
  ],
  "title": "barcoding billions of brain cells",
  "traction": null,
  "url": "https://www.asimov.press/p/barcoding-brains"
}

prism ships · convergent-research-coverage-items · 2025-10-01 (day)

Original location · source-2caa4b53de91b1074869 · source-79406bb74aa608e08186 · source-faa9605157a9e9fc8ea8 · source-97f5975ebb5854a516b1

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{
  "author": null,
  "date": "2025-10-01",
  "gist": "the prism launch stack — the biorxiv preprint, the newswise release, the e11 blog post, and an ashlee vance podcast interview with payne. the portfolio's most complete public output.",
  "id": "cov-prism",
  "publisher": "biorxiv / newswise / core memory",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-biorxiv-prism",
    "src-ci-newswise-prism",
    "src-ci-e11-prism-blog",
    "src-ci-corememory-payne"
  ],
  "title": "prism ships",
  "traction": ">750x label diversity, 8x tracing accuracy",
  "url": "https://doi.org/10.1101/2025.09.26.678648"
}

the roadmap to a mouse connectome · convergent-research-coverage-items · 2024-12-03 (day)

Original location · source-6b8cc7fd179185bc8cd5 · source-2a840f2d8c99d7cb0e8d

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{
  "author": null,
  "date": "2024-12-03",
  "gist": "e11's roadmap release toward 100x-cheaper connectomics, with bloomberg coverage the same day.",
  "id": "cov-e11-roadmap",
  "publisher": "e11 bio / bloomberg",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-e11-roadmap",
    "src-hp-bloomberg-e11"
  ],
  "title": "the roadmap to a mouse connectome",
  "traction": null,
  "url": "https://e11.bio/blog/roadmap"
}

prism is suited to partial reconstruction · convergent-research-coverage-items · 2025-10 (month)

Original location · source-d1c0be8f6ab607024d02

Original structured fields

{
  "author": "lachlan mckenzie",
  "date": "2025-10",
  "gist": "the technical read of prism — ~49% of cells labeled, roughly one in five labeled neurons sharing barcodes — 'suited to partial reconstruction,' not yet dense connectomics. the caveat ledger for the flagship output.",
  "id": "cov-mckenzie-prism",
  "publisher": "lachlan mckenzie",
  "section": "fro-cohort",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-mckenzie-prism"
  ],
  "title": "prism is suited to partial reconstruction",
  "traction": null,
  "url": "https://neurobiology.substack.com/p/action-potentials-for-october-89c"
}

forest neurotech selects butterfly network ultrasound-on-chip technology · convergent-research-coverage-items · 2023-10-24 (day)

Original location · source-a8d16964a7905076435e

Original structured fields

{
  "author": null,
  "date": "2023-10-24",
  "gist": "the five-year, $20m butterfly network co-development deal — forest described as 'the latest focused research organization to be created as part of convergent research.'",
  "id": "cov-butterfly-forest",
  "publisher": "business wire",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-butterfly-forest"
  ],
  "title": "forest neurotech selects butterfly network ultrasound-on-chip technology",
  "traction": "$20m over five years",
  "url": "https://www.businesswire.com/news/home/20231024884034/en/"
}

ultrasound helmet could help doctors spot brain injuries in minutes · convergent-research-coverage-items · 2025-01-20 (day)

Original location · source-71618194aef33c5ec8df

Original structured fields

{
  "author": null,
  "date": "2025-01-20",
  "gist": "forest 1 inside an nhs trial — the first fro artifact in a national health system.",
  "id": "cov-guardian-forest",
  "publisher": "the guardian",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-guardian-forest"
  ],
  "title": "ultrasound helmet could help doctors spot brain injuries in minutes",
  "traction": null,
  "url": "https://www.theguardian.com/science/2025/jan/20/brain-implant-boost-mood-ultrasound-nhs-trial"
}

inside the laboratory for extraordinary microbes · convergent-research-coverage-items · 2024-07-10 (day)

Original location · source-5978d2baeb41fc3e5fd0 · source-458ee7906ae20213f22a · source-3c691aae82405c355313

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{
  "author": null,
  "date": "2024-07-10",
  "gist": "asimov press inside cultivarium — 'the laboratory for extraordinary microbes' — the organism portal, the 106-of-14,000+ statistic, the custom electroporator.",
  "id": "cov-asimov-cultivarium",
  "publisher": "asimov press",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-asimov-cultivarium",
    "src-ci-cultivarium-atcc",
    "src-ci-asimov-electroporation"
  ],
  "title": "inside the laboratory for extraordinary microbes",
  "traction": null,
  "url": "https://www.asimov.press/p/cultivarium"
}

the lean fro · convergent-research-coverage-items · 2023-07-25 (day)

Original location · source-cf3779b30c09f5960ad9 · source-308cc92a0997644c16c4

Original structured fields

{
  "author": null,
  "date": "2023-07-25",
  "gist": "the lean fro's launch-and-funders record — simons international, sloan, merkin, founders pledge — and the deepmind imo-silver dependency that made it the portfolio's most quotable tool.",
  "id": "cov-lean",
  "publisher": "lean fro / mit news",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-leanfro",
    "src-hp-mit-news"
  ],
  "title": "the lean fro",
  "traction": "deepmind's imo-silver system ran on lean",
  "url": "https://web.archive.org/web/20241222074338/https:/lean-fro.org/about/"
}

eve bio's first pharmome release · convergent-research-coverage-items · 2026-09 (month)

Original location · source-5e3558703a891f4a8c0f

Original structured fields

{
  "author": null,
  "date": "2026-09",
  "gist": "eve bio's first pharmome data release — 19 nuclear receptors × 1,397 compounds, cc by-nc-sa — the 'public goods' promise with a license attached.",
  "id": "cov-evebio-data",
  "publisher": "eve bio",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-evebio-about"
  ],
  "title": "eve bio's first pharmome release",
  "traction": null,
  "url": "https://evebio.org/about/"
}

the mothra array · convergent-research-coverage-items · 2026 (year)

Original location · source-4ca096b88d511fb13674 · source-65a269a42ef1bc7ab58f · source-54779d89b128d5eae5bb

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{
  "author": null,
  "date": "2026",
  "gist": "yale news on mothra, the science news bow-shock feature, and the reported nature paper — dragonfly takes the fro portfolio to astrophysics.",
  "id": "cov-mothra",
  "publisher": "yale news / science",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-yale-mothra",
    "src-ci-science-mothra",
    "src-ci-linkedin-dragonfly"
  ],
  "title": "the mothra array",
  "traction": "nature paper reported june 2026",
  "url": "https://news.yale.edu/2026/03/11/mothra-has-its-eyes-all-1140-them-focused-cosmic-web"
}

the chi-fro transition · convergent-research-coverage-items · 2026-02 (month)

Original location · source-277740b62ff5293edb8d · source-0e60c9b5d28c63b7ea9a

Original structured fields

{
  "author": null,
  "date": "2026-02",
  "gist": "the essential tech post on chi-fro's transition to the probabilistic computing foundation — convergent narrating its first non-death outcome.",
  "id": "cov-chifro-evolution",
  "publisher": "essential technology",
  "section": "fro-cohort",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-chifro-evolution",
    "src-hp-chi-page"
  ],
  "title": "the chi-fro transition",
  "traction": null,
  "url": "https://www.essentialtechnology.blog/p/the-evolution-of-chi-fro"
}

introducing melody · convergent-research-coverage-items · 2026-09-07 (day)

Original location · source-e9c0511a5f0962105201 · source-a0396412d499d4f39c9d

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{
  "author": "anand muthusamy",
  "date": "2026-09-07",
  "gist": "the founder-authored roadmap post — melody's public launch, pasadena, continuous molecular monitoring.",
  "id": "cov-melody",
  "publisher": "melody fro",
  "section": "fro-cohort",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-melody-fro",
    "src-hp-melody-site"
  ],
  "title": "introducing melody",
  "traction": null,
  "url": "https://anandmuthusamy.substack.com/p/melody-fros-roadmap-for-open-bioelectronics"
}

the metascience canon · convergent-research-coverage-items · 2022 (year)

Original location · source-ffc0656f7de522964dfb

Original structured fields

{
  "author": "michael nielsen, kanjun qiu",
  "date": "2022",
  "gist": "nielsen and qiu's metascience text — the 'detector-and-predictor' and 'intellectual dark matter' framings that the fro scene keeps quoting back at itself.",
  "id": "cov-nielsen-qiu",
  "publisher": "metascience essays",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-nielsen-qiu"
  ],
  "title": "the metascience canon",
  "traction": null,
  "url": "https://scienceplusplus.org/metascience/"
}

evidence for the new science organizations · convergent-research-coverage-items · 2022 (year)

Original location · source-75dbb1fc5e034773f488

Original structured fields

{
  "author": "josé ricón",
  "date": "2022",
  "gist": "ricón's genealogy of the new science orgs — convergent filed alongside new science, arcadia, arc, and impetus as the parallel cohort.",
  "id": "cov-nintil-evidence",
  "publisher": "nintil",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-nintil-evidence"
  ],
  "title": "evidence for the new science organizations",
  "traction": null,
  "url": "https://nintil.com/science-funding-evidence"
}

new things under the sun on fro · convergent-research-coverage-items · 2022-12 (month)

Original location · source-7ab39f66b7b9d28bac43

Original structured fields

{
  "author": "matt clancy",
  "date": "2022-12",
  "gist": "clancy's science-org taxonomy — 'the most interesting new development' — and the corporate-lab analogy the model quietly inherits.",
  "id": "cov-clancy",
  "publisher": "new things under the sun",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-clancy-dec22"
  ],
  "title": "new things under the sun on fro",
  "traction": null,
  "url": "https://mattsclancy.substack.com/p/december-2022-updates"
}

early stage funding markets for science · convergent-research-coverage-items · 2023-01-23 (day)

Original location · source-de7b6a152dc07d4f1ff5

Original structured fields

{
  "author": "nadia asparouhova",
  "date": "2023-01-23",
  "gist": "asparouhova's early-stage-funding-markets read of science — fros as a market-design instrument, priced and analyzed rather than celebrated.",
  "id": "cov-asparouhova",
  "publisher": "nadia asparouhova",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-asparouhova"
  ],
  "title": "early stage funding markets for science",
  "traction": null,
  "url": "https://nadia.xyz/early-stage-science"
}

three learnings about focused research organizations · convergent-research-coverage-items · 2023-06-14 (day)

Original location · source-0029c74ed8dcbc52de07

Original structured fields

{
  "author": "sam rodriques",
  "date": "2023-06-14",
  "gist": "rodriques' three learnings — the insider revising the sunset doctrine in public and insisting the science outranks the metascience experiment.",
  "id": "cov-three-learnings",
  "publisher": "sam-rodriques.com",
  "section": "scene",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-rodriques-learnings"
  ],
  "title": "three learnings about focused research organizations",
  "traction": null,
  "url": "https://www.sam-rodriques.com/post/three-learnings-about-focused-research-organizations"
}

science is a strong-link problem · convergent-research-coverage-items · 2023-04-11 (day)

Original location · source-f2ae7556951ee84062b4

Original structured fields

{
  "author": "adam mastroianni",
  "date": "2023-04-11",
  "gist": "mastroianni's counter-frame — science as a strong-link problem: progress depends on the best work, which funding-structure reform may not reach. applicability to fros is inferred.",
  "id": "cov-mastroianni",
  "publisher": "experimental history",
  "section": "scene",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-mastroianni-stronglink"
  ],
  "title": "science is a strong-link problem",
  "traction": null,
  "url": "https://www.experimental-history.com/p/science-is-a-strong-link-problem"
}

metascience manqué · convergent-research-coverage-items · 2025 (year)

Original location · source-500bd10a61ae0688cb2e

Original structured fields

{
  "author": "michael munger",
  "date": "2025",
  "gist": "munger's 'metascience manqué' — the skeptical read that the whole institutional-innovation enterprise reproduces the field it critiques.",
  "id": "cov-munger",
  "publisher": "michael munger",
  "section": "scene",
  "sentiment": "critical",
  "sourceIds": [
    "src-ci-munger"
  ],
  "title": "metascience manqué",
  "traction": null,
  "url": "https://kevinmunger.substack.com/p/metascience-manque"
}

making bbns in the 21st century · convergent-research-coverage-items · 2024 (year)

Original location · source-78e3250cd36b9c6d7a16 · source-9a74187eafc80b788dd0

Original structured fields

{
  "author": "jason buck, ben reinhardt",
  "date": "2024",
  "gist": "buck's 'making bbns' — the bottleneck-breaking-network complement, and the sharpest structural critique: fundraising is the bottleneck, and fros leave 'a lot of work and many types of people' uncovered.",
  "id": "cov-buck-bbn",
  "publisher": "jason buck / ben reinhardt",
  "section": "scene",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-buck-bbn",
    "src-ci-reinhardt-bbn"
  ],
  "title": "making bbns in the 21st century",
  "traction": null,
  "url": "https://goodscience.substack.com/p/a-scrappy-complement-to-fros-building"
}

bottling lightning · convergent-research-coverage-items · 2024 (year)

Original location · source-0dbae5838d87ae7d452b

Original structured fields

{
  "author": "ben reinhardt",
  "date": "2024",
  "gist": "reinhardt's 'bottling lightning' — with the marblestone quote that the fro structure itself generates ideas that 'wouldn't even have become conceivable' otherwise.",
  "id": "cov-bottling-lightning",
  "publisher": "ben reinhardt",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-reinhardt-bottling"
  ],
  "title": "bottling lightning",
  "traction": null,
  "url": "https://blog.spec.tech/p/bottling-lightning"
}

introducing speculative technologies · convergent-research-coverage-items · 2023 (year)

Original location · source-8f4cbfd53216c54ad207 · source-f56dacb02054446be4d7

Original structured fields

{
  "author": null,
  "date": "2023",
  "gist": "introducing speculative technologies — the parpa made independent, the contrast case the discourse uses to define what a fro is not.",
  "id": "cov-spectech-intro",
  "publisher": "speculative technologies",
  "section": "scene",
  "sentiment": "mixed",
  "sourceIds": [
    "src-hp-spectech-launch",
    "src-ci-reinhardt-systems"
  ],
  "title": "introducing speculative technologies",
  "traction": null,
  "url": "https://blog.spec.tech/p/introducing-speculative-technologies"
}

astera on bottlenecks · convergent-research-coverage-items · 2025 (year)

Original location · source-e662a059d138fb1f4bfc · source-76c23302f06d8c16e736

Original structured fields

{
  "author": "seemay chou",
  "date": "2025",
  "gist": "seemay chou on astera's bottleneck thesis — calling rejuvenome 'the first fro' they funded and mapping the institute's own fro-adjacent line.",
  "id": "cov-astera-bottlenecks",
  "publisher": "astera institute",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-astera-bottlenecks",
    "src-hp-astera-fros"
  ],
  "title": "astera on bottlenecks",
  "traction": null,
  "url": "https://asterainstitute.substack.com/p/identifying-systemic-bottlenecks"
}

the fast grants origin story · convergent-research-coverage-items · 2023-07-18 (day)

Original location · source-88db0a74da3b392bc036

Original structured fields

{
  "author": null,
  "date": "2023-07-18",
  "gist": "fortune's fast-grants origin story — the covid-era predecessor whose speed made the fro look plausible; scene-setting, not convergent coverage per se.",
  "id": "cov-fortune-fastgrants",
  "publisher": "fortune",
  "section": "scene",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-fortune-fastgrants"
  ],
  "title": "the fast grants origin story",
  "traction": null,
  "url": "https://fortune.com/2023/07/18/billionaires-musk-zuckerberg-thiel-5-minute-phone-call-collison-fast-grants/"
}

the metascience 2025 dispatches · convergent-research-coverage-items · 2025-07-03 (day)

Original location · source-6e75532f59440583005b

Original structured fields

{
  "author": null,
  "date": "2025-07-03",
  "gist": "rpn's metascience-2025 column — gamick's aria fro plan at £10–14m per fro and the alliance launch, filed by the scene's trade press.",
  "id": "cov-rpn-aria",
  "publisher": "research policy news",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-rpn-aria"
  ],
  "title": "the metascience 2025 dispatches",
  "traction": null,
  "url": "https://www.researchprofessionalnews.com/rr-news-uk-research-councils-2025-7-aria-to-launch-focused-research-organisation-within-a-year/"
}

the marblestone quotes · convergent-research-coverage-items · 2025 (year)

Original location · source-3ebf4ec5a19495c0e2c3

Original structured fields

{
  "author": null,
  "date": "2025",
  "gist": "buteau's compiled marblestone quote-file — community folksonomy for the ceo.",
  "id": "cov-buteau",
  "publisher": "community",
  "section": "scene",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-buteau-marblestone"
  ],
  "title": "the marblestone quotes",
  "traction": null,
  "url": "https://www.antoinebuteau.com/lessons-from-adam-marblestone/"
}

the wonkish origin · convergent-research-sentiment-phases · 2019–2020 (approximate)

Original location · source-c539328cda5dadf16233 · source-8012666d50e08ea6f6b6 · source-3ff4bc49ea8a370ecd54

Original structured fields

{
  "evidence": "thesis chapter and day one memo circulate inside wonkish channels — positive, small-audience, pre-institutional.",
  "id": "phs-origin",
  "name": "the wonkish origin",
  "range": "2019–2020",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-rodriques-thesis",
    "src-ci-dayone-memo",
    "src-hp-dayone-whitepaper"
  ]
}

the launch glow · convergent-research-sentiment-phases · 2021–2022 (approximate)

Original location · source-457c49a7bd97bafe33e5 · source-f587d1877727ee6c095f · source-e4a7af1219074f87de40 · source-840ce11275af9aa98871 · source-675fb3f698b6c0bbe66d

Original structured fields

{
  "evidence": "fast company, the schmidt futures network, the foresight fro/parpa pairing, the nature manifesto, and the tbi report — a coordinated and warm reception.",
  "id": "phs-launch",
  "name": "the launch glow",
  "range": "2021–2022",
  "sentiment": "positive",
  "sourceIds": [
    "src-hp-fastcompany-launch",
    "src-ci-sfn-pnd",
    "src-hp-foresight-fro-parpa",
    "src-hp-nature-comment",
    "src-ci-tbi-new-model"
  ]
}

money and scrutiny · convergent-research-sentiment-phases · 2023 (year)

Original location · source-d1fa63ed5b38cdaa8b95 · source-5492313033c3fa58d697 · source-00d0b0c07516a6834134 · source-6e03cdf7f3b43d9fdcfc · source-0029c74ed8dcbc52de07

Original structured fields

{
  "evidence": "the $50m headline lands the same year as the ap/chronicle billionaire-science skepticism, the politico ostp story, and rodriques' own public self-critique — money and scrutiny arrive together.",
  "id": "phs-money",
  "name": "money and scrutiny",
  "range": "2023",
  "sentiment": "mixed",
  "sourceIds": [
    "src-ci-schmidt-50m",
    "src-hp-forbes-50m",
    "src-ci-ap-chronicle",
    "src-ci-politico-ostp",
    "src-ci-rodriques-learnings"
  ]
}

the first outputs · convergent-research-sentiment-phases · 2024–mid-2025 (approximate)

Original location · source-5978d2baeb41fc3e5fd0 · source-27820125579aa4851017 · source-6b8cc7fd179185bc8cd5 · source-71618194aef33c5ec8df · source-3f462ba6064a3a8fc10a · source-308cc92a0997644c16c4

Original structured fields

{
  "evidence": "the cohort produces things the press can photograph — cultivarium's portal, [c]worthy's map, e11's roadmap, forest 1 in the nhs, imprint's launch, the mit news canonization.",
  "id": "phs-outputs",
  "name": "the first outputs",
  "range": "2024–mid-2025",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-asimov-cultivarium",
    "src-hp-cworthy-page",
    "src-hp-e11-roadmap",
    "src-hp-guardian-forest",
    "src-ci-imprint-launch",
    "src-hp-mit-news"
  ]
}

the institutionalization · convergent-research-sentiment-phases · mid-2025–2025 (approximate)

Original location · source-6e75532f59440583005b · source-e1baac9fa50e215e2f73 · source-9b6a5733571884215876 · source-95283c60e994cdbe36a5 · source-1781d4a34a675e9dd64e

Original structured fields

{
  "evidence": "metascience 2025 and the aria fro plan, the ai action plan, the x-labs proposal, the issues field notes, and nsf tech labs — the model stops being a pitch and starts being policy.",
  "id": "phs-institutionalization",
  "name": "the institutionalization",
  "range": "mid-2025–2025",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-rpn-aria",
    "src-hp-ai-action-plan",
    "src-hp-x-labs",
    "src-hp-issues-field-notes",
    "src-ci-nsf-techlabs"
  ]
}

the spread · convergent-research-sentiment-phases · 2026– (approximate)

Original location · source-277740b62ff5293edb8d · source-65a269a42ef1bc7ab58f · source-6aa4636643b89f4ba252 · source-e9c0511a5f0962105201

Original structured fields

{
  "evidence": "chi-fro's transition, mothra's nature paper, the uk cohort, and melody — the ecosystem spreads beyond the original schmidt-anchored container, and the coverage follows the spread.",
  "id": "phs-spread",
  "name": "the spread",
  "range": "2026–",
  "sentiment": "positive",
  "sourceIds": [
    "src-ci-chifro-evolution",
    "src-ci-science-mothra",
    "src-ci-prnewswire-uk-fros",
    "src-ci-melody-fro"
  ]
}