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Santa Fe Institute

@sfiscience.bsky.social
9.1K followers 47 following 551 posts

The premier research center for #ComplexSystems #science. santafe.edu linktr.ee/sfiscience

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Santa Fe Institute @sfiscience.bsky.social · 14/09/2026
Applications for the 2027 Complexity Postdoctoral Fellowships are open! Marina Dubova just completed SFI’s Complexity Postdoctoral Fellowship, and she reflects on what the experience meant to her and her research. Deadline: September 30, 2026 Requirements & application: santafe.edu/sfifellowship
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Santa Fe Institute @sfiscience.bsky.social · 11/09/2026
In her new book, "The Traveler," SFI Miller Scholar Andrea Wulf gives us George Forster, an explorer and naturalist who joined James Cook's expeditions at 17 and "observed with both his mind and his heart." Despite a sad end, Wulf makes the arc of his life glorious, writes SFI Professor Cris Moore.
santafe.edu
A review of "The Traveler"
In this essay, SFI Professor Cris Moore reviews Miller Scholar Andrea Wulf's latest book, The Traveler. Like her previous work, this book opens a window onto the science and philosophy of the 18th and...
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Santa Fe Institute @sfiscience.bsky.social · 10/09/2026
Applications are open for SFI's 2027 Complexity Postdoctoral Fellowships. SFI is looking for recent Ph.D. graduates with strong quantitative and computational skills who want to pursue independent, transdisciplinary research. Deadline: September 30, 2026 Apply: santafe.edu/sfifellowship
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Santa Fe Institute @sfiscience.bsky.social · 08/09/2026
As American midterm elections approach, conventional narratives no longer fully explain who votes how. SFI's Brandon Ogbunu and Andrew Stier mapped implicit racial bias in 140 American cities onto voting records and found patterns that didn't match conventional political wisdom.
santafe.edu
Of midterms, mayors, and complex political identity
Why did Obama voters pick Trump, or New Yorkers pick Mamdani? It comes down to complex political identity, a new paradigm explored in a recent SFI working group. Conventional narratives no longer full...
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Santa Fe Institute @sfiscience.bsky.social · 02/09/2026
Catch up on SFI’s recent Community Lecture “The Indefinite Sublime: Tom McCarthy on Moby-Dick.” In this lecture, McCarthy reflected on the richness and complexity of Melville’s novel, and on why Moby-Dick still invites new ways of reading and thinking.
youtu.be
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Santa Fe Institute @sfiscience.bsky.social · 31/08/2026
SFI is hiring a postdoctoral fellow to work with SFI Professor David Wolpert on the thermodynamic cost of distributed computation, from digital circuits to human brains. We are seeking a scholar with expertise in physics, computer science, or a related field. santafe.edu/about/jobs/p...
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Santa Fe Institute @sfiscience.bsky.social · 28/08/2026
A random walk is a simple model of motion: each step goes in a randomly chosen direction, through surroundings that stay fixed. In a new Physical Review Letters paper, SFI's Sidney Redner and colleagues test what happens when the walker pushes obstacles aside, deforming the medium as it goes.
santafe.edu
Random walks get pushy
When physicists study a “random walk,” they’re investigating the path followed when you’re allowed to take each step in a randomly determined direction. In a confined space, a random walker sometimes ...
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Santa Fe Institute @sfiscience.bsky.social · 26/08/2026
Optimism isn't quite a taboo word in science, but it's not a sentiment most scientists would use to describe their outlook. In It Could Be Otherwise, SFI Fractal Faculty Stuart Firestein argues that optimism has always been a character in modern science, writes SFI Professor C. Brandon Ogbunu.
santafe.edu
The complexity of scientific optimism: A review of "It Could Be Otherwise"
SFI Fractal Faculty member Stuart Firestein's new book, It Could Be Otherwise, "proposes a subtly radical notion," writes SFI Professor Brandon Ogbunu in this review: "that optimism, as much as confli...
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Santa Fe Institute @sfiscience.bsky.social · 25/08/2026
Animals forage, immune cells patrol for pathogens, and algorithms trawl for optimal solutions. Searching is ubiquitous, says SFI's Aanjaneya Kumar. Searchers drop out, and new ones arrive. In a new paper, Kumar and Samantha Linn show how that shifting cast shapes the search.
santafe.edu
Change the number of searchers, change the efficiency of a quest
In natural and artificial systems, the act of searching is ubiquitous, but it's also complicated: Searchers may die off or disappear, and new searchers can join the hunt. But most rigorous investigati...
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Santa Fe Institute @sfiscience.bsky.social · 19/08/2026
Influenza spreads faster in a crowded barracks or prison. Ebola proliferates when hospital beds run short. A new paper in Biology Letters, led by SFI's Brandon Ogbunu, introduces "structural causal influence," quantifying how social inequality shapes disease spread and whether interventions work.
santafe.edu
Modeling social inequality in epidemics
For decades, researchers have rigorously documented the way social inequality shapes the spread of disease. In parallel, mathematical models have emerged for forecasting epidemics and weighing differe...
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Santa Fe Institute @sfiscience.bsky.social · 17/08/2026
In this seminar, SFI External Professor Holly Moeller (University of California, Santa Barbara) explores how organisms gain access to metabolism from other species through interactions ranging from mutualism to predation. Watch Moeller's SFI seminar:
youtu.be
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Santa Fe Institute @sfiscience.bsky.social · 14/08/2026
SFI welcomes six new External Faculty members for 2026. These distinguished researchers expand our global network and help advance the science of complex systems across disciplines and institutions. Learn more about them here: www.santafe.edu/news-center/...
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Santa Fe Institute @sfiscience.bsky.social · 12/08/2026
Applications for the 2027 Complexity Postdoctoral Fellowships are open! Katrin Schmelz just completed SFI’s Complexity Postdoctoral Fellowship, and she reflects on what the experience meant to her. Deadline: September 30, 2026 Requirements & application: santafe.edu/sfifellowship
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Santa Fe Institute @sfiscience.bsky.social · 06/08/2026
Every human holds implicit biases, involuntary associations about members of different social groups. But these biases are not fixed, they are malleable reflections of our everyday experiences. A new study shows they are harder to change in large cities, with millions of people, than in small ones.
santafe.edu
Implicit biases are harder to change in big cities than in small cities
Every human has implicit biases, or involuntary associations about members of different social groups. But these biases are not fixed. Rather, they’re malleable reflections of our everyday experiences...
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Santa Fe Institute @sfiscience.bsky.social · 31/07/2026
Competition to publish in elite journals is fierce, yet the confidentiality of the peer-review process — the gold standard for assessing whether a study meets the criteria for publication — has long made the process itself hard to study. A new paper in Science Advances offers a first look.
santafe.edu
New study examines publication trends at top journals
The small fraction of papers that make it to publication in the top scientific journals plays a powerful role in scientific discourse, shaping both public policy and scientific careers, yet the confid...
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Santa Fe Institute @sfiscience.bsky.social · 29/07/2026
In aviation, nations run their own airspace but follow shared rules that keep thousands of planes from colliding. Space needs the same. In an article for Nature, SFI's France Córdova, lead author Gioia Rau, and colleagues call for a shared framework to coordinate operations as orbital debris grows.
santafe.edu
Coordinating international operations with “Space Diplomacy”
In the comment article  “Space diplomacy: bridging the operating gaps between myriad missions,” which was recently published in Nature, SFI External Professor France Córdova, lead author Gioia Rau, an...
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Santa Fe Institute @sfiscience.bsky.social · 28/07/2026
From HIV and hepatitis C to Zika, Ebola, and mpox viruses, the list of multiroute pathogens is growing rapidly. In a Focus article recently published in Science Advances, SFI's Samuel Scarpino explains why new modelling techniques are needed to capture the dynamics of these multiroute pathogens.
santafe.edu
Multiroute Pathogen Transsmission is Different
In a Focus article recently published in Science Advances, SFI External Professor Samuel Scarpino (Northeastern University) explains why new modelling techniques are needed to capture the dynamics of ...
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Santa Fe Institute @sfiscience.bsky.social · 27/07/2026
Applications are open for SFI's 2027 Complexity Postdoctoral Fellowships. SFI is looking for recent Ph.D. graduates with strong quantitative and computational skills who want to pursue independent, transdisciplinary research. Deadline: September 30, 2026 Apply: santafe.edu/sfifellowship
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Santa Fe Institute @sfiscience.bsky.social · 23/07/2026
Catch up on our most recent Community Lecture: "Why Your Brain Hates Losing" with Colin Camerer, on loss aversion and how different regions of the brain encode gains and losses. Watch here:
youtube.com
Why Your Brain Hates Losing
YouTube video by Santa Fe Institute
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Santa Fe Institute @sfiscience.bsky.social · 22/07/2026
There's a paradox in anthropology: the larger a population gets, the better protected it should be from random fluctuations that could cause collapse. Yet the record is rife with large civilizations that failed. New research from SFI's Marcus Hamilton points to an unexpected culprit: cooperation.
santafe.edu
Cooperation both protects and weakens societies
When mega-societies like Rome collapse, it shows that no group is too big to fail. New research from SFI External Professor Marcus Hamilton shows why.
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Santa Fe Institute @sfiscience.bsky.social · 21/07/2026
Join us today at the Lensic Performing Arts Center for SFI's Community Lecture with Colin Camerer, "Why Your Brain Hates Losing." 7:30 pm MT Free tickets: lensic.org/events/why-y... or watch the live stream on SFI's YouTube (www.youtube.com/live/atJ0APP...)
lensic.org
Why Your Brain Hates Losing | The Lensic
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Santa Fe Institute @sfiscience.bsky.social · 17/07/2026
In this SFI Seminar, John Harte (University of California, Berkeley) explores how to identify the causes of disturbance in degrading ecosystems and determine whether they're recovering. Using empirical datasets and new theory, he addresses how complex systems respond to perturbation and recovery.
youtube.com
Disturbance and Recovery Dynamics in Complex Systems
YouTube video by Santa Fe Institute
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Santa Fe Institute @sfiscience.bsky.social · 15/07/2026
SFI Complexity Postdoctoral Fellow Kaleda Denton (@kaledadenton.bsky.social) was among roughly 30 early-career researchers selected for this year's Rising Stars in Computational and Data Sciences workshop, held at SFI in April.
santafe.edu
Kaleda Denton selected as a “Rising Star in Computational and Data Sciences”
SFI Complexity Postdoctoral Fellow Kaleda Denton was among roughly 30 early-career researchers selected to participate in the Rising Stars in Computational and Data Sciences Annual Workshop, held this...
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Santa Fe Institute @sfiscience.bsky.social · 14/07/2026
SFI's Andreas Wagner (University of Zurich) was awarded the European Research Council’s Advanced Grant to study fitness landscapes in evolutionary biology. The award will help the SEASCAPES project. Wagner believes this could have strong implications in fields like medicine and protein engineering.
santafe.edu
Andreas Wagner awarded ERC Advanced Grant
SFI External Professor Andreas Wagner has been awarded an Advanced Grant from the European Research Council to study fitness landscapes in evolutionary biology.
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Santa Fe Institute @sfiscience.bsky.social · 13/07/2026
AI now touches every step of criminal justice, from police investigation to trial, with implications both desirable and less so. Last month, SFI's Cristopher Moore, Melanie Mitchell, and Melanie Moses addressed them at the National Judicial Summit in Santa Fe, attended by about 300 judges.
santafe.edu
SFI Professors Give Judges Advice on AI
In June, three SFI Faculty members participated in panel discussions at the National Judicial Summit on the Foundation and Future of the Judiciary, addressing issues around AI use in the criminal just...
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Santa Fe Institute @sfiscience.bsky.social · 10/07/2026
Last fall, SFI's John Krakauer was named director of the Centre for Restorative Neurotechnology (CRN) at Lisbon's Champalimaud Foundation, a center he helped create. Krakauer has been connected to Champalimaud for more than a decade, first as a visiting scientist at its Centre for the Unknown.
santafe.edu
John Krakauer named director of Champalimaud's Centre for Restorative Neurotechnology
Last fall, SFI External Professor John Krakauer was named director of the Centre for Restorative Neurotechnology (CRN) — a center he helped create — at the Champalimaud Foundation in Lisbon. He takes ...
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Santa Fe Institute @sfiscience.bsky.social · 10/07/2026
Reserve free tickets for SFI's Community Lecture with Colin Camerer, July 21, 7:30 pm at the Lensic. Why does losing $10 hurt roughly twice as much as gaining $10 feels good? This talk explores loss aversion, and how emotion, not just cold calculation, creates our aversion to loss. Tickets:
lensic.org
Why Your Brain Hates Losing | The Lensic
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Santa Fe Institute @sfiscience.bsky.social · 07/07/2026
New book by SFI's Marten Scheffer. Our crises are intertwined: a warming planet, a rising human footprint, inequality, polarization. Yet Scheffer is hopeful: societies, like other complex systems, can tip suddenly toward a better, more stable state. Reviewed by SFI's Tim Kohler.
santafe.edu
Book Review: "Tipping out of Trouble: How Societies Transformed and How We Can Do So Again"
"Marten Scheffer’s book, Tipping out of Trouble, will open your mind to how scientific knowledge can be turned into social change to address our most dire problems," writes Tim Kohler in this book rev...
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Santa Fe Institute @sfiscience.bsky.social · 02/07/2026
Present-day LLMs like ChatGPT and Claude can write poetry and solve algebra problems. Some researchers call this "emergence," but not everyone agrees. A new paper by SFI's David Krakauer, Melanie Mitchell, and John Krakauer proposes a framework to clarify whether AI capabilities are truly emergent.
santafe.edu
Does intelligence ‘emerge’ in large language models?
Present-day LLMs, such as ChatGPT and Claude, can perform complex tasks, such as writing poetry and solving difficult algebra problems, with astounding speed and precision. Some researchers have refer...
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Santa Fe Institute @sfiscience.bsky.social · 30/06/2026
Your dominant hand isn't better because it's "born" that way. It's just had more practice, a new PNAS study finds. The skill gap appears only when you pick up a tool, suggesting handedness is, in part, a fingerprint of human tool-use culture.
santafe.edu
Your dominant hand is made, not born
Most people favor one hand, and that hand tends to be the better one at writing, at throwing, at managing chopsticks. The long-standing view is that the dominant hand is “born” more capable, its skill...
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Santa Fe Institute @sfiscience.bsky.social · 24/06/2026
Catch up on our most recent Community Lecture: “The Beautiful Engineering of Us: From Neurons to Collective Minds” with Thalia Wheatley, exploring how human intelligence emerges not only from individual brains, but from networks of interacting people.
youtube.com
The Beautiful Engineering of Us: From Neurons to Collective Minds
YouTube video by Santa Fe Institute
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Santa Fe Institute @sfiscience.bsky.social · 22/06/2026
Join us tomorrow for SFI’s Community Lecture with Thalia Wheatley. Wheatley will explore conversation as a powerful mechanism for coupling minds — and what this means in the age of AI. 7:30 pm MT | Free tickets: lensic.org/events/the-b... or watch the live stream on SFI’s YouTube
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Santa Fe Institute @sfiscience.bsky.social · 19/06/2026
The dominant model of opinion dynamics has long assumed that people average all views, outliers included. In a new paper, SFI's Kaleda Denton and colleagues test a different model, based on the most popular opinion, against real-world data and find it consistently beats DeGroot averaging.
santafe.edu
Model redefining conformity excels against real-world data
In a new paper in PNAS, SFI Complexity Postdoctoral Fellow Kaleda Denton, SFI External Faculty Fellow, and Science Board Fellow Marcus Feldman, and independent researcher Jonathan F. Johannemann offer...
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Santa Fe Institute @sfiscience.bsky.social · 15/06/2026
SFI's Nicholas de Monchaux has been named the new dean of UC Berkeley’s College of Environmental Design. De Monchaux, an acclaimed architect, urbanist, and scholar, has led MIT’s Department of Architecture since 2020 and is returning to UC Berkeley, where he was a professor from 2006 to 2019.
santafe.edu
SFI External Professor Nicholas de Monchaux named Dean of UC Berkeley College of Environmental Design
SFI External Professor Nicholas de Monchaux has been named the new dean of UC Berkeley’s College of Environmental Design (CED), with a term commencing July 1, 2027.
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Santa Fe Institute @sfiscience.bsky.social · 10/06/2026
SFI Science Board Fellow Simon Levin (Princeton University) has been named a Fellow of the Royal Society. Since the 1970s, his work has been rooted in mathematical theories and models to better understand a range of environmental issues.
santafe.edu
Simon Levin named Fellow of the Royal Society
SFI Science Board Fellow Simon Levin (Princeton University) has been named a Fellow of the Royal Society, the Society announced on May 27, 2026.
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Santa Fe Institute @sfiscience.bsky.social · 04/06/2026
In this SFI Seminar, Eric Goles of the University of Adolfo Ibáñez explores fungal automata, a cellular automaton model in which information flows only horizontally or vertically. He shows that despite these constraints, it can simulate arbitrary Boolean circuits and are computationally universal.
youtube.com
Computational Universality of Fungal Sandpile Automata
YouTube video by Santa Fe Institute
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Santa Fe Institute @sfiscience.bsky.social · 02/06/2026
SFI's Brian Enquist has received the Ecological Society of America’s Robert H. MacArthur Award, one of the field’s highest honors for mid-career ecologists. The award recognizes Enquist’s work linking functional traits in organisms to the structure and functioning of communities and ecosystems.
santafe.edu
Brian Enquist receives Robert H. MacArthur Award
SFI External Professor Brian Enquist (University of Arizona) has been awarded the Ecological Society of America's prestigious Robert H. MacArthur Award, which celebrates a mid-career ecologist for “me...
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Santa Fe Institute @sfiscience.bsky.social · 29/05/2026
SFI's Han van der Maas has been named the next director of the University of Amsterdam’s Institute for Advanced Study (IAS). A professor of psychological methods, he has been involved with the IAS since its founding in 2016, previously as a principal investigator and with the management team.
santafe.edu
Han van der Maas named director of Amsterdam’s Institute for Advanced Study
SFI External Professor Han van der Maas has been named the next director of the University of Amsterdam’s Institute for Advanced Study (IAS). Van der Maas, a professor of psychological methods at the ...
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Santa Fe Institute @sfiscience.bsky.social · 28/05/2026
SFI Complexity Postdoctoral Fellow Marina Dubova (@mdubova.bsky.social) has received a 2026 Glushko Dissertation Prize from the Cognitive Science Society and the Glushko-Samuelson Foundation. The prize recognizes recent Ph.D. dissertations for groundbreaking work in cognitive science.
santafe.edu
Marina Dubova receives Dissertation Prize
The Cognitive Science Society and the Glushko-Samuelson Foundation have awarded SFI Complexity Postdoctoral Fellow Marina Dubova a 2026 Glushko Dissertation Prize. The prize recognizes up to five rece...
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Santa Fe Institute @sfiscience.bsky.social · 21/05/2026
In March, SFI's Aaron Clauset (University of Colorado Boulder) received two notable honors: he was elected a 2025 Fellow of the @aaas.org and named 2026 Distinguished Alumni by UNM. Both honors recognize Clauset’s foundational contributions to network science and computational social science.
santafe.edu
Aaron Clauset receives honors from AAAS and University of New Mexico
In March, SFI External Professor Aaron Clauset (University of Colorado Boulder) received two notable honors: he was elected a 2025 Fellow of the American Association for the Advancement of Science and...
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Santa Fe Institute @sfiscience.bsky.social · 20/05/2026
SFI's Laurent Hébert-Dufresne has received the 2026 Erdős-Rényi Prize, the top honor for early-career researchers in network science. “This recognition reflects the deeply collaborative nature of complex systems research,” says Hébert-Dufresne.
santafe.edu
Laurent Hébert-Dufresne receives Erdős-Rényi Prize
SFI External Professor Laurent Hébert-Dufresne (University of Vermont) is the 2026 recipient of the Erdős-Rényi Prize, the top honor for early-career researchers working in network science.
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Santa Fe Institute @sfiscience.bsky.social · 18/05/2026
Is the scientific enterprise too risk-averse? SFI's Brandon Ogbunu joined an Open to Debate event at Johns Hopkins University, alongside other scientists and scholars, to discuss whether today’s incentive structures reward safe, incremental work over bold scientific thinking. Watch the debate:
youtube.com
Is the Scientific Enterprise Too Risk-Averse?
YouTube video by Open to Debate
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Santa Fe Institute @sfiscience.bsky.social · 15/05/2026
In this SFI Seminar, Gianfranco Bertone of the University of Amsterdam traces the search for dark matter, from the observations and arguments that made it central to cosmology, to the experiments shaping the next decade of inquiry — such as using gravitational waves to probe dark matter.
youtube.com
The Quest for Dark Matter
YouTube video by Santa Fe Institute
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Santa Fe Institute @sfiscience.bsky.social · 12/05/2026
All of biology is transient. Over time, identical cells can diverge into subgroups with different behaviors (size, protein expression, metabolism). A new paper by SFI’s James Holehouse shows these population patterns don’t always reflect single-cell behavior or mechanisms.
santafe.edu
Why noise may be the key to understanding cell group patterns
All of biology is transient. Over time, a population of identical cells can change so that some subgroups exhibit different behaviors — everything from varying sizes to the expression of certain prote...
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Santa Fe Institute @sfiscience.bsky.social · 08/05/2026
In this SFI Seminar, Amos Golan (American University, SFI) discusses how to make decisions when available information is insufficient to identify a unique solution. He presents an information-theoretic approach and compares it to other decision criteria using simulations and empirical examples.
youtube.com
How to Decide: An Information-Theoretic Approach to Partially Identified Complex Problems
YouTube video by Santa Fe Institute
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Santa Fe Institute @sfiscience.bsky.social · 30/04/2026
Reserve your free tickets for SFI’s Community Lecture with Tom McCarthy on May 12, 7:30 pm at the Lensic. McCarthy will explore the classic Moby-Dick, tracing the “grammar of the indefinite” at work in Melville’s prose. Tickets: lensic.org/events/the-i... More info: www.santafe.edu/events/the-i...
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Santa Fe Institute @sfiscience.bsky.social · 27/04/2026
Beyond Borders, the quarterly column by SFI President David Krakauer, is available on Substack! In “The Biophysics of Paradigm Change,” Krakauer moves from evolved accelerometers to cultural knowledge, paradigm change, and adaptive technology. Read the full column here:
sfiscience.substack.com
The Biophysics of Paradigm Change
A BEYOND BORDERS column by David Krakauer, President of the Santa Fe Institute.
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Santa Fe Institute @sfiscience.bsky.social · 24/04/2026
The Spring 2026 issue of Parallax is out! Explore the latest research, ideas, and voices from the Santa Fe Institute community in our quarterly newsletter. Read the new issue online now: sfi-edu.s3.amazonaws.com/sfi-edu/prod...
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Santa Fe Institute @sfiscience.bsky.social · 22/04/2026
A chair can still look like a chair, even when reduced to a sparse cloud of points. A new study by SFI Program Postdoctoral Fellow Shuhao Fu and co-authors asks whether deep learning models recognize 3D shapes the way humans do, and what makes their performance more human-like.
santafe.edu
Do deep learning models recognize 3D shapes in the same way humans do?
A chair can still look like a chair even when its surface is reduced to a sparse cloud of points. Humans are remarkably good at recognizing objects from this kind of minimal 3D information. A new stud...
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Santa Fe Institute @sfiscience.bsky.social · 20/04/2026
For over a century, psychology has largely assumed that humans learn by simplifying experiences and retaining only key themes. In a new paper, SFI’s Marina Dubova and co-author Sabina Sloman explore whether humans can learn through excess capacity, remembering more and generalizing better.
santafe.edu
Upending assumptions about learning, inspired by an AI phenomenon
More than a century of psychological research has assumed that, given constrained resources for storing information, learning should happen through forgetting most things but hanging onto only key the...
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