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The premier research center for #complexsystems #science . @complexexplorer @sfipress #ComplexityPodcast
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Applications for SFI’s CSSS
#Journalism
#Fellowship
are now open! Full-time journalists with at least seven years of experience and a demonstrated interest in covering topics related to complex-systems science are encouraged to apply.
“If you want to be introduced to entirely
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10
27
We're sorry to announce the passing of
@NobelPrize
Laureate and complexity giant Murray Gell-Mann, one of the 20th Century's greatest physicists – pioneer, SFI co-founder, prophet of the quark.
You inspired so many, Murray. You will be missed.
A tribute:
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RIP John Conway... Organisms may be mortal but the Game of Life goes on forever.
Farewell to mathematician John Conway. For us, complexity scientists, he will be remembered by the invention of the cellular automaton called the Game of Life, that inspired so many ideas about complexity, computation and life itself.
@sfiscience
@svalver
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896
2K
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What Is Complexity?
To celebrate
@ComplexExplorer
's ten-year anniversary, here's SFI President David Krakauer with a brand-new 30-minute lecture on this fundamental question. Learn what distinguishes complex systems and the approaches used to study them:
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Mathematical reasoning could lead to new insights into the universal characteristics of living systems.
For 3.8 billion years, evolution has followed a branching tree pattern, from simple bacteria to complex life forms. But what if the structure of these evolutionary trees
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Wonderful news! SFI Trustee
@B3_MillerValue
just gave us the largest donation in the Institute's history — possibly the largest single contribution to complex systems research ever — which he calls "a bet on the future of humanity."
🥳 THANK YOU, BILL! 🎉
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Novelist Cormac McCarthy, SFI trustee and Life Fellow passed away on Tuesday, June 13, at his home in Santa Fe. We are immensely saddened by his loss. His voracious mind and near-infinite interests will continue to inspire us.
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📚 The
@SFIPress
’s latest project, “Foundational Papers in Complexity Science,” republishes 88 influential papers, providing contemporary insights into the field’s origins and evolution over the past century. From entropy to computation, these papers explore the fundamental
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This is the
#textbook
we've been waiting for!
A beautiful new volume by SFI External Prof Stefan Thurner et al. at
@CSHVienna
(
@UniofOxford
Press) synthesizes 100s of disparate findings, identifying what all
#complex
#systems
have in common:
#complexity
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Transcend disciplinary boundaries, take intellectual risks, and ask big questions about complex systems!
Deadlines close January 15th for SFI's
#Complex
#Systems
#SummerSchool
(
#CSSS
) - 4 weeks of intensive research with mentorship by world experts:
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🎉 SFI turns 40 this year! For this landmark in SFI’s history, we are sharing glimpses from SFI’s early years as a hub for
#ComplexityScience
.
📷 Here’s a throwback to SFI’s 15th anniversary!
#TBT
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SFI External Prof Mark Newman has updated his classic textbook on networks to reflect the many recent advances in the field. "Networks, second edition" will be released soon.
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Remembering
@danieldennett
, a beloved figure at SFI known for his work on consciousness and evolutionary biology. He passed away on April 19 at the age of 82. His contributions to philosophical debates were profound & his legacy will continue to inspire.
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Theoretical physicist
@carlorovelli
joins SFI’s Fractal Faculty. “The breadth and the kinds of questions asked at SFI resonate with me,” he says.
He's interested in questions that challenge our perceptions of temporality, entropy, & the asymmetry of time.
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"You don’t want to be dead… You want to maintain an off-equilibrium state.”
SFI Professor David Wolpert discusses the meaning of information, and how that information influences the viability of
#complexsystems
such as living organisms, on an episode of “Metamodern
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🔥 A new paper expands the theory of
#thermodynamics
of computation. By combining approaches from statistical physics and computer science, SFI’s David Wolpert and Gülce Kardes (
@zenkogulce
), with Gonzalo Manzano and Édgar Roldán (
@edgarroldankb
), introduce mathematical equations
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This week at SFI: "
#Complexity
and the Structure of
#Music
: Universal Features and Evolutionary Perspectives Across Cultures", an
#interdisciplinary
working group assembled to explore new frameworks for understanding music. Stay tuned for highlights!
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In his book “Making Sense of Chaos: A Better Economics for a Better World,” SFI’s
@doyne_farmer
challenges traditional economic theory, offering an alternative:
#ComplexityEconomics
. 💡 Farmer argues for a shift from flawed assumptions to a more nuanced understanding of human
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Congratulations to SFI External Prof
@seanmcarroll
of
@Caltech
, just named an
@aaas
Fellow for "distinguished contributions to cosmology, gravity, & dark matter research [and] exceptional contributions in communicating & promoting science to the public"!
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15
241
How did life come about on this planet? What forms might it take elsewhere? Assembly Theory provides a framework for understanding these questions, and in “Life as No One Knows It: The Physics of Life’s Emergence” SFI External Professor
@Sara_Imari
proposes a search for the rules
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Shannon
#InformationTheory
doesn't adequately handle
#meaning
(i.e., tell us whether mutual information is mutually understood).
Here's a 1-minute animation on a new paper by SFI Postdoc Artemy Kolchinsky & Bernat Corominas-Mutra:
#information
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📚 Paul Smaldino’s (
@psmaldino
) new book, “Modeling Social Behavior.” explores the power of computational modeling to understand why misinformation spreads, cooperation falters, and vaccination hesitancy persists.
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Out today! “Complex-Systems Research in Psychology” by Han van der Maas, the latest book from
@SFIPress
, introduces complex-systems frameworks to psychologists and social scientists. Paperback available for purchase; online version accessible for free.
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Within the apparent constant flow of time are hidden variables and discreet timesteps, explain two papers by physicists at SFI and MIT, who stumbled on the finding while searching for the most energy-efficient way to flip a bit of computer information.
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"The 21st Century Question: Emergently Engineering the Future"
Follow this 🧵 today and tomorrow for highlights from our 2022
#AppliedComplexity
Network and Board of Trustees Symposium:
#Web3
#Cities
#Polarization
#EmergentEngineering
#Decentralization
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🛸 Applications are open for SFI’s 2024 Complex Systems Summer School, a 4-week residential research program in Santa Fe, Jun 9 - Jul 5, 2024. For graduate students, postdocs, & professionals. Scholarships available.
🛎️ Apply by Feb 1. Please RT!
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Simulation Intelligence: Towards a New Generation of Scientific Methods
SFI Pres. David Krakauer co-authored roadmap for the development
& integration of the essential algorithms necessary for a merger of scientific computing, scientific
simulation, & AI:
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RIP Freeman Dyson...a legendary mind.
"I grew up in the '30s, which was a really black time. Having survived that, you can never really take pessimism seriously."
Here's his chat with former SFI trustee
@stewartbrand
(
@longnow
) for
@WIRED
:
#solarpunk
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#TBT
☀️ In 1993, SFI Prof Cris Moore, while still a postdoc, discovered that three stars of equal mass can chase each other around a
#figure
-8 orbit, describing a braid in space-time. His paper, which included hand-drawn figures, was published in
@PhysRevLett
.
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People use analogies to describe complex and abstract subjects. But while such comparisons can provide useful structures for formulating thoughts and discussions, their descriptions can only go so far. SFI Professor Mirta Galesic and External Professor Henrik Olsson explore the
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Cormac McCarthy spent the last quarter century writing his novels at SFI. In this documentary from December 2017, Cormac in conversation with SFI President David Krakauer, reflects on isolation, mathematics, character, and the nature of the unconscious:
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Telling the story of human evolution beyond genetic traits – epigenetics, environment, spread and development of culture, and how and why people conform to cultural norms – is the work of
@KaledaDenton
, who graduated with a Ph.D. in Biology from
@Stanford
.
This month, she
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"The most pragmatic problem is the future of this planet, and its survival. And I think one of the great disgraces of academic economists is that they're not at the forefront of this. It's morally reprehensible that they're not leading the way."
- Geoffrey West
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🎙️ Trailer for “Physics of Life,” the first season of SFI’s Complexity podcast relaunch! 🌠 Embark on a journey into complexity science as we explore underlying universal laws of life.
🗓️ Pilot launches on Jan 31st! Be part of the exploration! 🚀
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"NOTHING about the backbone of the
#ribosome
has changed in four billion years of evolution. I like to talk to geologists about this; this is as old as any mineral."
- Loren Williams of
@GeorgiaTech
on the most
#conservative
aspect of
#biology
: translation of
#information
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🏅 Please RT: Applications are open for the SFI Complexity Postdoctoral Fellowships!
We offer scholars unparalleled intellectual freedom & support for transdisciplinary research into the biggest questions facing science & society.
Apply before 10/24/21:
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Now accepting applications for the 2025 Complexity Postdoctoral Fellowships. Complexity Fellows contribute to SFI’s research and collaborate with leading researchers worldwide.
If you’ve completed your PhD in any scientific discipline, and are interested in transdisciplinary
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"After the year 1850, the use of sentiment-laden words in Google Books declined systematically, while the use of words associated with fact-based argumentation rose steadily. This pattern reversed in the 1980s..."
New work led by SFI's
@MartenScheffer
:
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"A revolutionary idea in
#complexity
#science
could be as revolutionary in
#economics
as in cell
#biology
,
#neuroscience
, and
#sociology
. What better argument could there be for pursuing a career in complexity science?
- SFI President David Krakauer:
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"
#Economics
in
#Nouns
and
#Verbs
"
Below, we share key excerpts from SFI External Prof W. Brian Arthur's (
@Stanford
,
@PARCinc
) latest, available at , which we recommend for its elucidation of key blind spots in economic thinking & how to address them...
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"The Evolution of Agency"
Follow this thread for highlights from today's seminar by
@WiringTheBrain
of
@trinitycollege
. Watch without login on Facebook (we will post the recording to YouTube within 24 hours):
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Geoffrey West discusses scaling, from cells to cities, with
@SamHarrisOrg
on the Waking Up podcast
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Today's talk is with neuroscientist
#KarlFriston
of
@ucl
, who will offer a heuristic proof suggesting that life is an inevitable emergent property of any weakly mixing random dynamical system that possesses a
#Markov
blanket.
Tune in here at 12:15 PM MT:
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Our beliefs about topics such as climate change or politics do not exist in isolation. Each belief is related to other beliefs we hold, as well as to perceived and actual beliefs of people around us.
In a new paper in Psychological Review, Jonas Dalege, Mirta Galesic, and
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On
#InternationalWomensDay
we'd like to pause and celebrate just a small slice of the enormous contributions to science women have made here at SFI.
Read the thread below for links to some of their own favorite research papers, and a few nominated by other SFI faculty members:
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Q: How quickly does society forget? A: Shorter than you'd like to think.
Fascinating research from some
#complexity
#science
greats on the half-life of collective
#memory
and
#attention
:
Collective memory: How does society forget?
@crcandiav
@cesifoti
@NatureHumBehav
study of patents, citations, songs, movies+sports biographies finds oral transmission dynamics+physical recording interact to produce a complex memory that decays in 2 phases
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Today's Applied Complexity Symposium begins with a panel on Computation and Complex Economies, feat. Rob Axtell, Joshua Epstein,
@C4COMPUTATION
, Blake LeBaron, John Miller, &
@MelMitchell1
(Follow this thread for live coverage all day...)
#complexsystems
#economics
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📣 Applications for the 2024 Complexity Postdoctoral Fellowships are now open! If you’ve finished your PhD and are interested in transdisciplinary
#research
, consider applying for this unique
#fellowship
at SFI.
For more info and to apply see here 👉
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"I like to think the most valuable words in investment are, 'It will rot your brain' - because whenever parents say that, that's the next $10B industry."
-
@wolfejosh
today on the counterintuitive truth that, as Philip K Dick said,
#innovation
first appears "in the trash stratum"
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More great
#pandemic
journalism from
@zeynep
at
@TheAtlantic
helps explain why
#R0
&
#flu
-conditioned
#epidemiology
isn't adequate for understanding
#COVID19
.
SFI's
@svscarpino
weighs in on what other measures matter more, and why:
#superspreader
#pareto
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Geoffrey West's long-awaited book, Scale, pulls together 25 years worth of research
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🏆 SFI Professor
@MelMitchell1
receives the 2023 Senior Scientific Award from the
@CompSysSoc
for her outstanding contributions to
#AI
,
#ComplexityScience
, and education.
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19
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🎙️ Dive into the pilot episode of the Complexity podcast’s Physics of Life season!
“What can physics tell us about ourselves?” From the limits of lifespans to the capacity of our brains, discover physics sheds light on our connection to the world.
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“Much of what we experience in life results from a combination of skill & luck,” according to SFI's
@mjmauboussin
, cited in this article
@sciam
. To quantify this relationship, a team of Italian physicists ran some simulations. Here is what they found:
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Epic 🧵👇
In a surprising yet entirely overdue decision, the 2021 Nobel Prize for Physics was awarded for groundbreaking contributions to complex systems theory with half of the award going to Giorgio Parisi (
@giorgioparisi
) 1/n
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"The problem of collectives is the most important problem of our society today."
- SFI's Mirta Galesic on a workshop she recently organized with
@HochTwit
&
@jeremyvancleve
.
More from this event, including videos and excerpted insights, coming soon:
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"We are the force of the universe."
🔭 Geoffrey West on the power of mathematics, morals, ethics, and collective consciousness. Check out episode 3 of Dispatches from The Well by
@bigthink
.
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Tonight & Tomorrow at 7:30 pm Mountain, join us for Mathematical Stories with
@StevenStrogatz
— 2022 Ulam Memorial Lectures at
@TheLensic
+ Online.
Stream links:
• The Story of
#Calculus
• The Story of
#Sync
We'll be tweeting!
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🎙️ Episode 2 of Complexity: Physics of Life is out now! Join us as we explore how life originated on Earth and how we might identify it in other parts of the universe.
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🎙️ Episode 2 of the 'Nature of Intelligence' season is out on
#Complexity
podcast!
What’s the relationship between language and thought?
Complex language is unique to the human species. It’s part of how we evolved, the backbone of our societies, and one of the primary ways we
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What makes an explanation good enough? The most enchantingly simple explanations often clash with complex ones that account for the world more fully.
New work by
@ZacharyDW
& SFI's
@SimonDeDeo
connects
#Science
&
#ConspiracyTheory
via
#BayesTheorem
:
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144
#GDP
is broken. We need a new measure for the growth of individual income (democratic), not average income (plutocratic).
SFI's
@ole_b_peters
of
@LdnMathLab
offers up the math for
#DDP
, a revolutionary lens for
#economics
:
#wealth
#math
#inequality
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A humbling moment for
#machinelearning
: new research by SFI Postdoc Kolchinsky et al. adds major caveats to current theory on deep neural networks..."information bottlenecking" isn't what we thought.
Article:
Paper:
#prediction
#AI
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Despite the staggering diversity of organisms, there are universal laws that govern their physiology. How these laws lured Geoffrey West away from mainstream physics is the subject of this excellent podcast with
@seanmcarroll
.
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🚀 We are live! Here is the correct streaming link for all of today's discussions and performances, starting with a panel on complex time with David Krakauer, James Gleick, Ted Chiang, and David Wolpert in a few moments (measured linearly...):
#IPFest
🚀
#IPFest
returns on Oct 22-23 for a full weekend of panels, keynotes, avant-garde performances, & films bringing
#ComplexSystems
science to the most pressing issues that face humankind as we explore the cosmos!
Follow this 🧵 for updates & learn more at
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We are delighted to announce author Ted Chiang as our newest Miller Scholar!
“One of the most influential science writers of his generation.”
- The New Yorker
Read more about his work and involvement:
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Launching on Wednesday, Sept 25. Stay tuned!
Right now,
#AI
is having a moment — and it’s not the first time grand predictions about the potential of machines are being made. But, what does it really mean to say something like ChatGPT is “intelligent”? What exactly is
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"A network is just an entity where the connections between parts matters more than the parts themselves... they embody a property scientists call complexity."
The Big Idea Behind Big Data : 13.7: Cosmos And Culture : NPR
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0
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"To keep from getting tunnel vision, we need to manage our information flows."
Our 1st speaker for this year's
#AppliedComplexity
Network Symposium is columnist, author, and anthropologist
@gilliantett
, Chair of
@FT
Editorial Board.
Follow this thread for highlights all day...
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"Socioeconomic roots of academic faculty"
New work in
@NatureHumBehav
led by
@CUBoulder
's
@alliecmorgan
+ a team incl. SFI's Mirta Galesic &
@aaronclauset
+ former SFI Fellow
@DanLarremore
:
"Faculty are up to 25x more likely to have a parent with a PhD."
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"We don't actually see things as they are. Our
#brains
are profoundly out of touch with
#reality
. ... There's a lossy
#compression
going on at every layer [of sense processing]. The challenge is getting the encoding right."
-
@SimonDeDeo
(SFI,
@CarnegieMellon
)
Today at
#CSSS19
:
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Journalists: Want to spend a month in Santa Fe learning about complex systems?
Announcing the Santa Fe Institute's Complex Systems Summer School Journalism Fellowship.
Paid, residential, no required reporting outcomes. Apply by Feb 28.
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'To better understand complex financial markets, a growing number of economists are looking beyond math and physics to evolutionary biology.'
@TheAtlantic
features work by External Prof Doyne Farmer and his colleagues
@INETOxford
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The Zeroth Principle of Thermodynamics states that two systems in equilibrium have the same temperature. It is simple and compelling. But it is wrong, says SFI Fractal Faculty member,
@carlorovelli
, and offers a suggestion, based on the notion of mutual information.
Tune in to
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Not one of our own books, but this looks like very worthy reading — a new book on
#ComplexSystems
by
@yalepress
:
(SFI External Prof
@seanmcarroll
interviewed co-author James Ladyman on
#Mindscape
Podcast last year: )
Mindscape Episode 33: James Ladyman on Reality, Metaphysics, and Complexity.
#MindscapePodcast
9
23
59
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#CollectiveIntelligence
: Foundations + Radical Ideas
Join us June 19-23 for a first-ever event open to both academics and professionals, with sessions on adaptive matter, animal groups, brains, AI, teams, and more:
Apps close 1 Feb 23. Space is limited!
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40
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RIP evolutionary biologist and SFI Science Board member Richard Lewontin, whose passing at age 92 leaves behind a legacy of revolutionary population genetics research and tireless outspoken criticism of racist pseudoscience.
Watch his SFI Ulam Lectures:
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Congratulations to SFI Miller Scholar Ted Chiang for winning the 2024
@penfaulkner
PEN/Malamud Award for Excellence in the Short Story.
Chiang recently co-led “Thought Experiments in Science and Fiction” at SFI – a workshop exploring the commonalities between fiction and
4
22
124
It ain't easy being too weird to live and too rare to die.
Sante Fe Institute feels like one of the rare places left that just fund people for doing interesting, generative projects for the sake of it
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🤩 Join us this summer for the 2023 Complex Systems Summer School, a 4-week residential research program hosted by SFI & IAIA (The Institute of American Indian Arts). For graduate students, postdocs, & professionals. Apps close Feb 1.
(Please share!)
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#CollectiveIntelligence
has fascinated scientists since the 1700s...but remains relatively underdeveloped as an area of complex systems research. Dig into our new
#OpenAccess
journal in collaboration with
@SAGE_Publishing
,
@TheOfficialACM
, and
@nesta_uk
:
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#TBT
1973 – Herbert A. Simon published “The Organization of Complex Systems in Hierarchy Theory,” a far-reaching and reasonably accessible account arguing that complex systems can decompose neatly into digestible components.
SFI’s External Professor John Kaag
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"Instead of averaging
#wealth
across parallel possibilities, [SFI's]
@ole_b_peters
advocates an approach that models how an individual's wealth evolves along a single path through time."
One simple move to fix a central broken assumption in
#economics
:
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"If you take an economics textbook and do something useful with it, and throw it out a window, it will follow a parabola."
SFI's
@ole_b_peters
(
@LdnMathLab
) on the relationship between
#economics
&
#physics
5
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118
SFI President David Krakauer introduces our annual board of trustees symposium on New
#Complexity
#Economics
- follow this thread for live coverage of talks by
@EricBeinhocker
@AKStanger
@ole_b_peters
@JacksonmMatt
@cmoncap
& W. Brian Arthur today...
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26
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Why do so many major elections come so close?
SFI's Stefan Bornholdt has a model based on the math of magnets: when messaging between sides is contentious and voters are repelled by ≥ 1/4 statements, a phase transition occurs and no clear winner emerges.
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🐦 Birds on a Wire
New pre-print from SFI Professors Paul Krapivsky (
@BU_Tweets
) and Sidney Redner explores a "pushy birds" model for crowding and distribution of agents along both one- and many-dimensional substrates:
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🎉 Announcing
#ComplexityEconomics
from
@SFIPress
, edited by W. Brian Arthur,
@EricBeinhocker
, &
@AKStanger
, with
@C4COMPUTATION
,
@ole_b_peters
,
@rajivatbarnard
,
@JacksonmMatt
,
@cmoncap
,
@Scott_E_Page
,
@mjmauboussin
,
@B3_MillerValue
,
@honeybeecap
, & more:
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"You don't see radio changing gradually and suddenly become radar.
#Darwin
's theory doesn't work for
#technology
, and we have to make a new observation."
- W Brian Arthur at SFI today
#evolution
#innovation
#invention
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What is reality? And is there just one reality or many, perhaps infinitely many? In this essay first published by
@NautilusMag
, SFI researchers David Krakauer and David Wolpert explore how scientists tend to think about reality.
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SFI External Professor Orit Peleg (
@oritpeleg
) has been named a 2024 Schmidt Sciences Polymath
@schmidtsciences
. The award will support her research into the evolution of biological communication.
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It's here! Our new weekly
#podcast
shines a light on the pioneers of
#complexsystems
science & their cutting-edge research.
1st episodes with David Krakauer, Chris Kempes, Sarah Maurer, &
@sabinehauert
now available on all major distributors.
Subscribe:
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“A must do for anyone seriously into complex
#systems
research!”
– Oskar Lindgren,
#CSSS
2013 alum
Applications are open for SFI's 2019 Complex Systems Summer School:
#networks
#innovation
#evolution
#modeling
#scaling
#science
#ai
#edu
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Our new essay series Transmission offers an array of
#complexsystems
insights on the
#COVID19
pandemic: why systems collapse, viral evolution & ecology, networks & economic instability, outbreak modeling, decision-making's effect on disease spread, & more:
2
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Is your city centralized? A new paper in Nature Communications, co-authored by Hyejin Youn, part of SFI’s Cities team, offers a way to quantify city centralization by looking at geometric shapes of travel routes.
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112
🧵 Group project presentations begin today for the 2022 SFI Complex Systems Summer School! We will share bits and pieces over the next two days...
#CSSS
#ComplexSystems
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#Interdisciplinarity
, unconventional data collection, and other hallmarks of SFI's scientific culture are spurring a "golden age" in
#SocialScience
, according to a new
@PNASNews
perspective piece by
@Caltech
authors, naming nearly a dozen SFI researchers:
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🧬 An international team of researchers has developed a theoretical framework that bridges physics and biology to provide a unified approach for understanding how
#complexity
and
#evolution
emerge in a new study published in
@Nature
.
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