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Santa Fe Institute

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uuid0002nxs

Namestring
Santa Fe Institute
Legal namestring
Santa Fe Institute
Websiteurl
santafe.edu
Company typeenum
Private
Founded yearint
1984
Descriptiontext

Santa Fe Institute (SFI) is a private, nonprofit, independent research and education center founded in 1984 in Santa Fe, New Mexico. It is dedicated to advancing complexity science — the study of how simple components give rise to complex behavior in natural, social, and biological systems. The institute operates as a convening platform for an unusually interdisciplinary community of physicists, biologists, economists, political scientists, computer scientists, and mathematicians who collaborate through working groups, seminars, post-doctoral fellowships, and themed research projects. SFI serves academic researchers, graduate students, post-doctoral fellows, and lifelong learners, with secondary outreach to organizational and industry leaders through the Applied Complexity (ACtioN) network.

SFI's core "products" are its research outputs and educational programs rather than commercial software. The portfolio includes Complexity Explorer (an online learning platform), SFI Press (a publishing arm producing scholarly books and papers), the Applied Complexity / ACtioN applied research network, Complexity Postdoctoral Fellowships, and the Miller Scholarships program. Underlying capabilities include mathematical modeling, computational simulations, network analysis, statistical physics, evolutionary biology, and interdisciplinary synthesis. Research themes span Complex Time, ecological networks, artificial intelligence foundations, conformity and opinion dynamics, intelligence and brain evolution, and the emergence of complex societies. Notable outputs include the Sanak Nearshore food web database (513 species, ~6,800 feeding links) and publications in PNAS, Nature Scientific Reports, and specialized archaeology and ecology journals.

SFI operates as a nonprofit and does not sell commercial products or services. Its revenue mechanics are donations and philanthropic gifts, foundation grants (e.g., James S. McDonnell Foundation for Complex Time; Robert Wood Johnson Foundation), construction and facility partnerships (e.g., B.PUBLIC PBC for the Miller campus lecture hall), and educational programs funded through philanthropic support. The $50 million gift from investor Bill Miller in November 2021 — the largest single donation in the institute's history — funded expansion of the research community and facilities and is sustained programmatically through the Miller Omega Program. The institute is governed by a board of trustees, has no parent company or subsidiaries, and is led by President David Krakauer and Vice President for Science Jennifer Dunne, with Katherine Collins serving as Vice Chair of the Board of Directors.

Short descriptiontext

Santa Fe Institute is a private, nonprofit research and education center founded in 1984 in Santa Fe, New Mexico, dedicated to advancing complexity science through interdisciplinary collaboration among physicists, biologists, economists, computer scientists, and mathematicians serving academic researchers, students, and applied industry partners.

Operating statusenum
Operating
Ownership categoryenum
Headcount rangeband
51–100
akta.pro rankint
HeadquartersSanta Fe, United States
HQ citystring
Santa Fe
HQ countrystring
United States
HQ regionstring
North America
Markets served

Serves global market

Offices2 records

Each record includes

City, Country, Type, Description, Source

Keyword5 values
complexity science research, interdisciplinary research, postdoctoral fellowships, scientific publishing, educational programs
Industry1 code
1Comprehensive Doctoral Research Universities (Multi-Disciplinary)
CodeEDAHABAAPrimaryYes
NAICS code2 codes
  • Colleges, Universities, and Professional Schools6113
  • Research and Development in the Social Sciences and Humanities541720
SIC code1 code
  • Services-Educational Services8200
Product category
Scientific Research and Education Services
Revenue model3 records
1Donations and Philanthropic Funding
TypeSubscription Recurring
Description

The institute receives major donations from individual investors and philanthropists, including a $50 million donation from investor Bill Miller, the largest single gift in its history, to support research in complexity science and expand its research community and facilities.

eurekalert.org
2Foundation Grants
TypeSubscription Recurring
Description

Research theme sponsorship from foundations such as the James S. McDonnell Foundation for the Complex Time research theme, and Robert Wood Johnson Foundation grants for specific projects.

santafe.edu
3Construction and Facility Partnerships
TypeProfessional Services
Description

Partnership with companies like B.PUBLIC PBC for construction projects such as lecture halls on the Miller campus.

openpr.com
Marketing channels6 records

Each record includes

Title, Type, Stage, Description, Source

Distribution channels1 record

Each record includes

Title, Type, Scope, Target buyer, Description, Source

Cost components5 values
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales
GTM typeB2C
B2C
Offering typeServices
Services
Core offering1 text field

The Santa Fe Institute is a private, nonprofit research and education center that conducts interdisciplinary research in complexity science. It brings together physicists, biologists, economists, political scientists, computer experts, and mathematicians to study complex systems, and delivers educational programs, postdoctoral fellowships, scholarly publications through SFI Press, and an applied research network (Applied Complexity/ACtioN) connecting academics with industry and organizational leaders.

Differentiator
Functional benefit
Problem solved
Quantifiable outcome1 of 2 values shown
  • The Sanak Nearshore food web includes 513 species and ~6800 feeding links, the first detailed, complex food web to explicitly include humans.
+1 more record
Product overview1 text field

Santa Fe Institute is a nonprofit research institute focused on complexity science. Rather than a unified commercial product, it offers a portfolio of research, educational, and scholarly offerings including Complexity Explorer (an online education platform), SFI Press (publishing), Applied Complexity/ACtioN (applied research network connecting academics with organizations), postdoctoral fellowships, and Miller Scholarships. The institute conducts interdisciplinary research through working groups, projects, and seminars across themes including complex time, artificial intelligence foundations, ecological networks, and emergence. Research outputs include publications, workshops, and collaborations rather than commercial software products.

Product and service1 record
1Complexity Explorer
Scale indicator1 record

Each record includes

Type, Value, Description, Source

Partnership4 partners
Strategic tierMinorTypeStrategic or Co-development PartnerAnnounced on2026-05-01
Description

SFI co-organized the working group 'Interspecies: Decoding, Translation, and Interpretation' in collaboration with the Interspecies Internet, held at SFI May 4-6, 2026, expanding on previous meetings about animals in translation.

Strategic tierMinorTypeStrategic or Co-development PartnerAnnounced on2024-11-01
Description

B.PUBLIC PBC partnered with the Santa Fe Institute in November 2024 to construct a new lecture hall on the Institute's Miller campus in Tesuque, New Mexico, aiming to deliver a sustainable prefabricated structure.

Strategic tierMinorTypeStrategic or Co-development Partner
Description

Marc Feldman serves as academic director of Bridging the Rift, a project to develop collaborations between Israeli and Jordanian scientists.

Strategic tierMinorTypeOthers
Description

Turner Construction Company launched xPL Offsite in May 2025, a new off-site manufacturing initiative. While not directly partnering with SFI, they operate in the same construction/prefabrication space as B.PUBLIC PBC which partnered with SFI.

Recent move6 records

Each record includes

Date, Type, Title, Description, Source

Expansion highlight6 records

Each record includes

Type, Description

Peers10 records
TypeDirect peer
Description

The Institute for Advanced Study (Princeton) is a private, independent research institution founded in 1930 with no teaching duties or degree programs. It is the closest structural analog to SFI: a small, private, donor-funded research community hosting resident and visiting scholars in mathematics, natural sciences, and social science — operating on the same private non-university model.

TypeDirect peer
Description

Perimeter Institute is a private, independent theoretical physics research center in Waterloo, Canada, funded by philanthropy and government grants. It shares SFI's model of resident researchers, visiting fellows, and outreach programs, and addresses comparably foundational science questions outside a traditional university setting.

TypeDirect peer
Description

Salk Institute is a private, independent nonprofit biological research organization in La Jolla, CA, founded in 1960. It operates on the same model as SFI: independent, donor-funded, postdoctoral training, and world-class faculty pursuing fundamental research without formal teaching obligations.

TypeBroad incumbent
Description

HHMI is one of the largest private biomedical research organizations, supporting Investigators at universities across the U.S. While much larger and biomedical-focused, HHMI shares SFI's model of philanthropic funding, research excellence, and investigator-driven fellowship/community programs — making it a comparable institutional peer at greater scale.

TypeBroad incumbent
Description

The Simons Foundation is a major private philanthropic organization funding mathematics, physical sciences, and basic research through institutes (Flatiron Institute) and grants. It overlaps with SFI both as a funder of complexity-adjacent research and as a private research-convening organization.

TypeBroad incumbent
Description

The Broad Institute is a nonprofit research organization combining MIT and Harvard faculty across genomics, biology, and computational science. While biomedical-focused, it shares SFI's interdisciplinary research model, foundation funding, and emphasis on computational approaches to complex systems — though at much larger scale.

7Santa Fe Institute (Complexity Science Hub Vienna)
TypeRegional player
Description

Complexity Science Hub Vienna is a private research organization in Austria conducting interdisciplinary research on complex systems across social, economic, and biological domains. It mirrors SFI's thematic focus but operates primarily in Europe with different funding structures, making it a regional peer in the same niche.

TypeOthers
Description

The Kavli Foundation funds basic research through a network of Kavli Institutes at universities worldwide in astrophysics, nanoscience, neuroscience, and theoretical physics. While not a research performer itself, it is thematically adjacent to SFI as a major philanthropy supporting foundational interdisciplinary science institutes.

TypeOthers
Description

The James S. McDonnell Foundation funds complex systems research and is identified in SFI's data as a sponsor of the Complex Time research theme. It is an ecosystem participant — both a funder and a coordinator of complexity-science research that overlaps directly with SFI's mission.

TypeEmerging player
Description

INET is a nonprofit research and education organization funding new approaches to economic analysis, with significant overlap to SFI's complexity-economics and opinion-dynamics themes. While focused specifically on economics rather than full complexity science, it is a comparable nonprofit research network convening scholars across disciplines.

Market position
Strengths5 records

Each record includes

Headline, Details, Source

Weaknesses5 records

Each record includes

Headline, Details, Source

Competitive moat4 records

Each record includes

Type, Details

Key risks6 records

Each record includes

Headline, Details, Source

Key highlights6 records

Each record includes

Headline, Details, Source

Customer concentration

Classification, Details

Segment2 records

Each record includes

Title, Type, Primary, Description, Pain point addressed, Use case, Source

Ideal customer profile3 records

Each record includes

Profile, Firmographic size, Sales motion, Sales cycle length, Buying structure, Purchase trigger, Buyer persona, Geography, Industry vertical, Primary use case, Description, Pain points, Evidence proof points, Target buyer

Technology focused
No
API detail
Has APIbool
No

Docs URL, Description

AI maturity
App detail

Has app

Feature1 record

Each record includes

Title, Differentiator, Description, Source

Core technology
Revenue estimate
Valuation estimate
Number of profiles
Profiles3 records

Each record includes

Name, Designation, Designation category, Overview, Profile commentary, Source

No data
No data
Funding overview

Funding stage, Last funding date, Total funding USD

Funding rounds3 records

Each record includes

Round, Amount USD, Date, Pre money valuation, Total investors, Investors, News

Investors1 record

Each record includes

Name, Type, Date of entry, Rounds participated, Website

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Each record includes

Name, Acquisition type, Announced date, Completed date, Status, Website, News

Investment

Each record includes

Name, Round, Announced date, Lead investor, Website, News

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Santa Fe Institute

Scientific Research and Education Servicessantafe.edu

Santa Fe Institute is a private, nonprofit research and education center founded in 1984 in Santa Fe, New Mexico, dedicated to advancing complexity science through interdisciplinary collaboration among physicists, biologists, economists, computer scientists, and mathematicians serving academic researchers, students, and applied industry partners.

What Santa Fe Institute does

Santa Fe Institute (SFI) is a private, nonprofit, independent research and education center founded in 1984 in Santa Fe, New Mexico. It is dedicated to advancing complexity science — the study of how simple components give rise to complex behavior in natural, social, and biological systems. The institute operates as a convening platform for an unusually interdisciplinary community of physicists, biologists, economists, political scientists, computer scientists, and mathematicians who collaborate through working groups, seminars, post-doctoral fellowships, and themed research projects. SFI serves academic researchers, graduate students, post-doctoral fellows, and lifelong learners, with secondary outreach to organizational and industry leaders through the Applied Complexity (ACtioN) network.

SFI's core "products" are its research outputs and educational programs rather than commercial software. The portfolio includes Complexity Explorer (an online learning platform), SFI Press (a publishing arm producing scholarly books and papers), the Applied Complexity / ACtioN applied research network, Complexity Postdoctoral Fellowships, and the Miller Scholarships program. Underlying capabilities include mathematical modeling, computational simulations, network analysis, statistical physics, evolutionary biology, and interdisciplinary synthesis. Research themes span Complex Time, ecological networks, artificial intelligence foundations, conformity and opinion dynamics, intelligence and brain evolution, and the emergence of complex societies. Notable outputs include the Sanak Nearshore food web database (513 species, ~6,800 feeding links) and publications in PNAS, Nature Scientific Reports, and specialized archaeology and ecology journals.

SFI operates as a nonprofit and does not sell commercial products or services. Its revenue mechanics are donations and philanthropic gifts, foundation grants (e.g., James S. McDonnell Foundation for Complex Time; Robert Wood Johnson Foundation), construction and facility partnerships (e.g., B.PUBLIC PBC for the Miller campus lecture hall), and educational programs funded through philanthropic support. The $50 million gift from investor Bill Miller in November 2021 — the largest single donation in the institute's history — funded expansion of the research community and facilities and is sustained programmatically through the Miller Omega Program. The institute is governed by a board of trustees, has no parent company or subsidiaries, and is led by President David Krakauer and Vice President for Science Jennifer Dunne, with Katherine Collins serving as Vice Chair of the Board of Directors.

Santa Fe Institute firmographics

Firmographics
Name
Santa Fe Institute
Legal name
Santa Fe Institute
Website
https://santafe.edu
Company type
Private
Founded year
1984
Operating status
Operating
Headcount range
51–100 employees
Short description
Santa Fe Institute is a private, nonprofit research and education center founded in 1984 in Santa Fe, New Mexico, dedicated to advancing complexity science through interdisciplinary collaboration among physicists, biologists, economists, computer scientists, and mathematicians serving academic researchers, students, and applied industry partners.
Ownership category
akta.pro rank

Santa Fe Institute industry classification

Industry
Product category
Scientific Research and Education Services
NAICS
Colleges, Universities, and Professional Schools (6113), Research and Development in the Social Sciences and Humanities (541720)
SIC
Services-Educational Services (8200)
akta.pro primary industry
Comprehensive Doctoral Research Universities (Multi-Disciplinary) (EDAHABAA)

Keywords

  • Complexity science research
  • Interdisciplinary research
  • Postdoctoral fellowships
  • Scientific publishing
  • Educational programs

Where Santa Fe Institute is headquartered

Location

Headquarters

HQ city
Santa Fe
HQ country
United States
HQ region
North America

Offices2 records

Markets served

Santa Fe Institute business model

Business model
GTM type
B2C
Offering type
Services
Cost components
Personnel, Operations, Technology or R&D, Infrastructure, Marketing or Sales

Revenue model

  1. Donations and Philanthropic Funding: The institute receives major donations from individual investors and philanthropists, including a $50 million donation from investor Bill Miller, the largest single gift in its history, to support research in complexity science and expand its research community and facilities.
  2. Foundation Grants: Research theme sponsorship from foundations such as the James S. McDonnell Foundation for the Complex Time research theme, and Robert Wood Johnson Foundation grants for specific projects.
  3. Construction and Facility Partnerships: Partnership with companies like B.PUBLIC PBC for construction projects such as lecture halls on the Miller campus.

Distribution channels1 record

Marketing channels6 records

Santa Fe Institute product offering

Product offering

Core offering

The Santa Fe Institute is a private, nonprofit research and education center that conducts interdisciplinary research in complexity science. It brings together physicists, biologists, economists, political scientists, computer experts, and mathematicians to study complex systems, and delivers educational programs, postdoctoral fellowships, scholarly publications through SFI Press, and an applied research network (Applied Complexity/ACtioN) connecting academics with industry and organizational leaders.

Product overview

Santa Fe Institute is a nonprofit research institute focused on complexity science. Rather than a unified commercial product, it offers a portfolio of research, educational, and scholarly offerings including Complexity Explorer (an online education platform), SFI Press (publishing), Applied Complexity/ACtioN (applied research network connecting academics with organizations), postdoctoral fellowships, and Miller Scholarships. The institute conducts interdisciplinary research through working groups, projects, and seminars across themes including complex time, artificial intelligence foundations, ecological networks, and emergence. Research outputs include publications, workshops, and collaborations rather than commercial software products.

Differentiator

Problem solved

Functional benefit

Products and services

  • Complexity Explorer

Quantifiable outcome

  • The Sanak Nearshore food web includes 513 species and ~6800 feeding links, the first detailed, complex food web to explicitly include humans.
  • +1 more outcomes

Companies that use Santa Fe Institute

Customer profile

Segments2 records

Ideal customer profiles3 records

Santa Fe Institute technology and API

Technology

Technology focussed No

API detail

Has API
No
API docs
API detail

Core technology

AI maturity

App detail

Feature1 record

Santa Fe Institute partnerships and signals

Strategic signal

Partnerships

Four partnerships are on record, tiered minor.

  • Interspecies InternetminorStrategic or Co-development Partner · 1 May 2026SFI co-organized the working group 'Interspecies: Decoding, Translation, and Interpretation' in collaboration with the Interspecies Internet, held at SFI May 4-6, 2026, expanding on previous meetings about animals in translation.
  • B.PUBLIC PBCminorStrategic or Co-development Partner · 1 November 2024B.PUBLIC PBC partnered with the Santa Fe Institute in November 2024 to construct a new lecture hall on the Institute's Miller campus in Tesuque, New Mexico, aiming to deliver a sustainable prefabricated structure.
  • Bridging the RiftminorStrategic or Co-development PartnerMarc Feldman serves as academic director of Bridging the Rift, a project to develop collaborations between Israeli and Jordanian scientists.
  • Turner Construction CompanyminorOthersTurner Construction Company launched xPL Offsite in May 2025, a new off-site manufacturing initiative. While not directly partnering with SFI, they operate in the same construction/prefabrication space as B.PUBLIC PBC which partnered with SFI.

Scale indicators1 record

Recent moves6 records

Expansion highlights6 records

Santa Fe Institute competitors and assessment

Company assessment

Direct peers

  • Institute for Advanced Study: The Institute for Advanced Study (Princeton) is a private, independent research institution founded in 1930 with no teaching duties or degree programs. It is the closest structural analog to SFI: a small, private, donor-funded research community hosting resident and visiting scholars in mathematics, natural sciences, and social science — operating on the same private non-university model.
  • Perimeter Institute for Theoretical Physics: Perimeter Institute is a private, independent theoretical physics research center in Waterloo, Canada, funded by philanthropy and government grants. It shares SFI's model of resident researchers, visiting fellows, and outreach programs, and addresses comparably foundational science questions outside a traditional university setting.
  • Salk Institute for Biological Studies: Salk Institute is a private, independent nonprofit biological research organization in La Jolla, CA, founded in 1960. It operates on the same model as SFI: independent, donor-funded, postdoctoral training, and world-class faculty pursuing fundamental research without formal teaching obligations.

Broad incumbents

  • Howard Hughes Medical Institute (HHMI): HHMI is one of the largest private biomedical research organizations, supporting Investigators at universities across the U.S. While much larger and biomedical-focused, HHMI shares SFI's model of philanthropic funding, research excellence, and investigator-driven fellowship/community programs — making it a comparable institutional peer at greater scale.
  • Simons Foundation: The Simons Foundation is a major private philanthropic organization funding mathematics, physical sciences, and basic research through institutes (Flatiron Institute) and grants. It overlaps with SFI both as a funder of complexity-adjacent research and as a private research-convening organization.
  • Broad Institute: The Broad Institute is a nonprofit research organization combining MIT and Harvard faculty across genomics, biology, and computational science. While biomedical-focused, it shares SFI's interdisciplinary research model, foundation funding, and emphasis on computational approaches to complex systems — though at much larger scale.

Regional players

  • Santa Fe Institute (Complexity Science Hub Vienna): Complexity Science Hub Vienna is a private research organization in Austria conducting interdisciplinary research on complex systems across social, economic, and biological domains. It mirrors SFI's thematic focus but operates primarily in Europe with different funding structures, making it a regional peer in the same niche.

Others

  • Kavli Foundation: The Kavli Foundation funds basic research through a network of Kavli Institutes at universities worldwide in astrophysics, nanoscience, neuroscience, and theoretical physics. While not a research performer itself, it is thematically adjacent to SFI as a major philanthropy supporting foundational interdisciplinary science institutes.
  • James S. McDonnell Foundation: The James S. McDonnell Foundation funds complex systems research and is identified in SFI's data as a sponsor of the Complex Time research theme. It is an ecosystem participant — both a funder and a coordinator of complexity-science research that overlaps directly with SFI's mission.

Emerging players

  • Institute for New Economic Thinking (INET): INET is a nonprofit research and education organization funding new approaches to economic analysis, with significant overlap to SFI's complexity-economics and opinion-dynamics themes. While focused specifically on economics rather than full complexity science, it is a comparable nonprofit research network convening scholars across disciplines.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks6 records

Key highlights6 records

Customer concentration

Santa Fe Institute social profiles

Digital presence

Santa Fe Institute financial estimates

Financial estimate

Revenue estimate

Valuation estimate

Santa Fe Institute leadership team

Management profile

Number of profiles

Profiles3 records

Santa Fe Institute funding detail

Funding detail

Funding overview

Funding rounds3 records

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

Santa Fe Institute M&A and investment

M&A and investment

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Santa Fe Institute

What does Santa Fe Institute do?

The Santa Fe Institute is a private, nonprofit research and education center that conducts interdisciplinary research in complexity science. It brings together physicists, biologists, economists, political scientists, computer experts, and mathematicians to study complex systems, and delivers educational programs, postdoctoral fellowships, scholarly publications through SFI Press, and an applied research network (Applied Complexity/ACtioN) connecting academics with industry and organizational leaders.

Is Santa Fe Institute a public or private company?

Santa Fe Institute is a private company. It is classified as nonprofit foundation owned and is currently operating.

When was Santa Fe Institute founded?

Santa Fe Institute was founded in 1984. It employs 51 to 100 people.

Where is Santa Fe Institute based?

Santa Fe Institute is headquartered in Santa Fe, United States, in the North America region.

How does Santa Fe Institute make money?

Three revenue lines are on record. Donations and Philanthropic Funding is the primary driver. The others are foundation Grants and construction and Facility Partnerships.

Who are Santa Fe Institute's main competitors?

Direct peers on record are Institute for Advanced Study, Perimeter Institute for Theoretical Physics and Salk Institute for Biological Studies. Broad incumbents are Howard Hughes Medical Institute (HHMI), Simons Foundation and Broad Institute. Santa Fe Institute (Complexity Science Hub Vienna) is listed as a regional player. Others are Kavli Foundation and James S. McDonnell Foundation. Institute for New Economic Thinking (INET) is listed as an emerging player.

Does Santa Fe Institute have an API?

No public API is recorded for Santa Fe Institute.

What industry is Santa Fe Institute in?

Santa Fe Institute's product category is Scientific Research and Education Services. Its primary akta.pro industry code is EDAHABAA, Comprehensive Doctoral Research Universities (Multi-Disciplinary). Its NAICS code is 6113 and its SIC code is 8200.

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Live signals
News-MedicalNew model measures social drivers behind infectious disease outbreaksResearchers from the Santa Fe Institute and Yale University have introduced a new metric called "structural causal influence" to quantify how social determinants of health impact infectious disease transmission. Published in Biology Letters, this model integrates social inequality factors into canonical epidemiological frameworks like SIR models to better predict epidemic formation. The study suggests that equitable resource distribution is essential for effective public health interventions, as disadvantaged groups can drive outbreaks even when overall population risk is low.FolhaCientistas de EUA e Canadá têm mais estudos publicados em duas das principais revistas do mundoA study coordinated by researchers from the Santa Fe Institute and the University of Colorado analyzed over 110,000 manuscripts submitted to Science and Science Advances journals between 2015 and 2020, finding that the editorial selection phase—before peer review—exhibits significant biases favoring researchers from prestigious institutions, North American (US and Canada) scientists, and men. The research found that only 17.4% of manuscripts submitted to Science and 25.8% to Science Advances reached peer review, with final publication rates of just 6.1% and 10.5% respectively, and that acceptance rates from high-prestige institutions (11.6%) were over three times higher than from lesser-known institutions (3.4%). The authors conclude that the peer review phase itself appears less biased than the editorial screening phase, offering a rare positive finding for the overall review system.Mirage NewsURochester Gets Grant to Explore AI DesiresThe University of Rochester has received a $4.2 million grant from the John Templeton Foundation to establish the Virtual Institute for the Physics of Agentic Intelligence (VIPAI), a three-year international research collaboration investigating whether artificial intelligence systems can develop autonomous agency like living organisms. The institute will bring together physicists, philosophers, biologists, and computer scientists from institutions including the Santa Fe Institute, Dartmouth College, University of British Columbia, University of Auckland, and the Basque Foundation for Science to develop philosophical foundations, mathematical models, and theories about agency and meaning in both biological and artificial systems. The research aims to understand what distinguishes living intelligence from AI and to establish scientific principles for future intelligent systems development.THE DECODERStudy finds AI reasoning models generate a "society of thought" with arguing voices inside their processResearchers from Google, the University of Chicago, and the Santa Fe Institute published a study revealing that AI reasoning models like DeepSeek-R1 and QwQ-32B solve complex tasks by internally simulating multiple辩论 perspectives that challenge and correct each other — a process the researchers describe as a "society of thought." The team analyzed over 8,000 reasoning problems and found that when this conversational debate structure was artificially amplified in DeepSeek-R1-Llama-8B, accuracy on math tasks doubled from 27.1% to 54.8%. The findings suggest that principles of effective group dynamics from human collective intelligence research could inform improvements in language model reasoning.openPR.comGlobal Trends Overview: The Rapid Evolution of the Off-Site Prefabricated Building MarketThe Business Research Company published a market report projecting the global off-site prefabricated building market to reach $169.7 billion by 2030, growing at a compound annual growth rate of 7.0%. In November 2024, B.PUBLIC PBC partnered with the Santa Fe Institute to construct a new lecture hall on the Institute's Miller campus in Tesuque, New Mexico, aiming to deliver a sustainable prefabricated structure. In May 2025, Turner Construction Company launched xPL Offsite, a new off-site manufacturing initiative targeting complex projects using design for manufacturing and assembly strategies.American City Business JournalsBill Miller donates $50 million to Santa Fe InstituteBill Miller donated $50 million to the Santa Fe Institute, an organization where he has served on the board since 1995. The donation is credited by Miller as supporting work that influenced his investment decisions. The article text is truncated by a paywall, limiting further details.EurekAlert!Santa Fe Institute receives $50 million from Bill MillerThe Santa Fe Institute announced it has received a $50 million donation from investor Bill Miller, marking the largest single gift in the nonprofit's history. The funds will be used to expand the institute's research community and facilities dedicated to the study of complex systems science. This contribution coincides with a period of significant recognition for the field, including the recent awarding of the Nobel Prize in Physics for work on complex systems.SimplecastKatherine Collins on Better Investing Through BiomimicryThe Complexity podcast, hosted by Michael Garfield for the Santa Fe Institute, features Katherine Collins, Putnam's Head of Sustainable Investing and new SFI Board Chair, in conversation about her book The Nature of Investing. The discussion covers 21st-century investment transformation, value capture, sustainability versus efficiency, risk versus uncertainty, and multiple timescales in markets.SantafeNew book: Complexity Economics explores paradigm-busting influence of complex systems science on economicsSanta Fe Institute Press published a new book titled "Complexity Economics," edited by W. Brian Arthur, Eric Beinhocker, and Allison Stanger, which explores the influence of complex systems science on economic theory. The volume compiles proceedings from the 2019 Applied Complexity Network Symposium with new introductions, detailing how economies function as dynamic, evolving networks rather than static equilibriums. It traces the field's development from early agent-based models to current research on collective intelligence and organizational scaling.PR NewswireInterPlanetary Festival announces June lineupThe Santa Fe Institute announced the June lineup for its InterPlanetary Festival, an event featuring speakers including Seamus Blackley, Cory Doctorow, and Jonathan Nolan alongside musical performances by artists such as JiHAE and Ozomatli. The festival will take place in Santa Fe's Railyard district, with venues including the Jean Cocteau Cinema, SITE Santa Fe, and the Violet Crown hosting space-themed events and screenings. The festival is part of the Institute's InterPlanetary Project, which aims to bring complexity science to the public through accessible science talks and cultural programming.