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Lessons from Life Itself: Relational Models of Complexity and Self-Organization on

https://vimeo.com/910918333

Binghamton Center of Complex Systems (CoCo) Seminar February 7, 2024 Pedro Márquez-Zacarías (Santa Fe Institute) 

Watch at: vimeo.com

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Ricard Sole on the Space of Cognitions – Sean Carroll

Ricard Sole on the Space of Cognitions – Sean Carroll | Talks | Scoop.it

Octopuses, artificial intelligence, and advanced alien civilizations: for many reasons, it's interesting to contemplate ways of thinking other than whatever it is we humans do. How should we think about the space of all possible cognitions? One aspect is simply the physics of the underlying substrate, the physical stuff that is actually doing the thinking. We are used to brains being solid -- squishy, perhaps, but consisting of units in an essentially fixed array. What about liquid brains, where the units can move around? Would an ant colony count? We talk with complexity theorist Ricard Solé about complexity, criticality, and cognition.

Listen at: www.preposterousuniverse.com

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Bridging the Bigger Picture in Co-creative Processes - Elsa Arcaute

A talk given by Elsa Arcaute about bridging the bigger picture in co-creative processes at the "Co-Creating the Future: Participatory Cities and Digital Governance" conference in Vienna in September 2023. For more information on the conference visit: https://www.participatorycities.net.

Watch at: www.youtube.com

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Mark Newman | Leaders and Best: Networks and Ranking in Sports, Markets, and Society

One of the oldest of network problems is the ranking of individuals, teams, or commodities on the basis of pairwise comparisons between them. For example, if you know which football teams beat which others in a particular year, can you say which team is the best overall? This is a harder problem than it sounds because not all pairs of teams play games in a given season, and also because the outcomes of the games can be ambiguous or contradictory. This talk will introduce the techniques used to solve such ranking problems, with examples from games and sports, consumer research and marketing, and social hierarchies in both animal and human communities, then ask how those techniques can be extended to answer a range of new questions about competition and ranking, including the development of new computer algorithms for ranking, questions about the varying patterns of competition in different sports, and what happens when individuals or teams compete in multiple different ways.

Watch full talk at: www.mivideo.it.umich.edu

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Heterogeneity Extends Criticality

Carlos Gershenson

While studying rank dynamics, we have found a universal pattern across a broad variety of phenomena: more relevant elements change their rank slower than the majority of elements. Our hypothesis was that this temporal heterogeneity provides a balance between robustness (slow) and adaptability (fast) similar to criticality, but without the need of fine-tuning parameters. With this motivation, we have studied the effect of different types of heterogeneity (structural, temporal, and functional) in complex systems, and shown that each of these "extend" criticality. We have also used heterogeneity as a simple strategy to improve search algorithms. A question remains open: how to find "optimal" heterogeneity?

Watch at: vimeo.com

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The Santiago Boys

The Santiago Boys | Talks | Scoop.it

Cybersyn was a project created by the Chilean President Salvador Allende. His idea was to build a large digital network serving the socialist government. It was a sort of internet before the internet, that would have made centralization possible, allowing to process an enormous amount of data from all over Chile. However, the project was abruptly interrupted due to the 1973 coup, that brought General Pinochet to power. What would have happened if Allende had completed his project? This podcast delves into the research of the engineers (the Santiago Boys) who helped the Chilean president and, in particular, into the figure of a prominent British technology guru, Stafford Beer.
The serie is written and presented by Evgeny Morozov,

Listen at: the-santiago-boys.com

Alessandro Cerboni's curator insight, September 7, 2023 3:46 AM
Cybersyn era un progetto creato dal presidente cileno Salvador Allende. La sua idea era quella di costruire una grande rete digitale al servizio del governo socialista. Era una sorta di Internet prima di Internet, che avrebbe reso possibile la centralizzazione, consentendo di elaborare un'enorme quantità di dati da tutto il Cile. Tuttavia, il progetto fu interrotto bruscamente a causa del colpo di stato del 1973, che portò al potere il generale Pinochet. Cosa sarebbe successo se Allende avesse completato il suo progetto? Questo podcast approfondisce la ricerca degli ingegneri (i Santiago Boys) che hanno aiutato il presidente cileno e, in particolare, la figura di un importante guru della tecnologia britannica, Stafford Beer. La serie è scritta e presentata da Evgeny Morozov
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Can Math and Physics Save an Arrhythmic Heart?

Abnormal waves of electrical activity can cause a heart’s muscle cells to beat out of sync. In this episode, Flavio Fenton, an expert in cardiac dynamics, talks with Steve Strogatz about ways to treat heart arrhythmias without resorting to painful defibrillators.

Listen at: www.quantamagazine.org

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Principle of super-efficiency: thermodynamic efficiency of self-organisation

An invited presentation at the Conclave on "Complexity in Physical Interacting Systems, Computation and Thermodynamics", July 10-13, 2023, Santa Fe, NM, USA: https://sites.google.com/view/comconc....

"The emergence of global order in complex systems with locally interacting components is most striking at criticality, where small changes in control parameters result in a sudden global reorganization. We study the thermodynamic efficiency of interactions in self-organizing systems, which quantifies the change in the system’s order per unit of work carried out on (or extracted from) the system." [4].

"Importantly, the reduction of entropy achieved through expenditure of work is shown to peak at criticality." [1]

Watch at: www.youtube.com

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The 10 features of complex systems: Part 1

In most of our episodes so far, we've taken a single concept and looked at it through the context of a single example. But in this episode and the next, we're going to pull back the camera to get a bird's-eye view of complexity science, by exploring the features common to all complex systems.

We're joined again by Karoline Wiesner, Professor of Complexity Science in the Department of Physics and Astronomy at the University of Potsdam in Germany. In this episode, Karoline is going to explain four conditions that we see in complexity science: numerosity, disorder and diversity, feedback, and non-equilibrium. At the end of the episode, she's going to bring them all together to explain a central concept of complex systems: emergence.

Listen at: omny.fm

Alessandro Cerboni's curator insight, June 11, 2023 1:52 PM
Nella maggior parte dei nostri episodi finora, abbiamo preso un singolo concetto e lo abbiamo analizzato attraverso il contesto di un singolo esempio. Ma in questo episodio e nel prossimo, tireremo indietro la telecamera per avere una visione dall'alto della scienza della complessità, esplorando le caratteristiche comuni a tutti i sistemi complessi. Siamo nuovamente raggiunti da Karoline Wiesner, Professore di Scienza della Complessità presso il Dipartimento di Fisica e Astronomia dell'Università di Potsdam in Germania. In questo episodio, Karoline spiegherà quattro condizioni che vediamo nella scienza della complessità: numerosità, disordine e diversità, feedback e non equilibrio. Alla fine dell'episodio, li riuniranno tutti per spiegare un concetto centrale dei sistemi complessi: l'emergenza.
Alessandro Cerboni's curator insight, September 7, 2023 3:48 AM
Finora nella maggior parte dei nostri episodi, abbiamo preso un singolo concetto e lo abbiamo esaminato nel contesto di un singolo esempio. Ma in questo episodio e nel prossimo, tireremo indietro la fotocamera per avere una visione a volo d'uccello della scienza della complessità, esplorando le caratteristiche comuni a tutti i sistemi complessi. Siamo di nuovo raggiunti da Karoline Wiesner, professore di scienze della complessità presso il Dipartimento di Fisica e Astronomia dell'Università di Potsdam in Germania. In questo episodio, Karoline spiegherà quattro condizioni che vediamo nella scienza della complessità: numerosità, disordine e diversità, feedback e non equilibrio. Alla fine dell'episodio, li riunirà tutti per spiegare un concetto centrale di sistemi complessi: l'emergenza.
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Trustworthy Network Science - Tina Eliassi-Rad - Network Science Society Colloquium

Abstract

As the use of machine learning (ML) algorithms in network science increases, so do the problems related to explainability, transparency, fairness, privacy, and robustness, to name a few. In this talk, I will give a brief overview of the field and present recent work from my lab on the (in)stability and explainability of node embeddings, attacks on ML algorithms for graphs, and equality in complex networks.


Bio
Tina Eliassi-Rad is a professor of computer science at Northeastern University and an external faculty member at Santa Fe Institute. She works at the intersection of AI and Network Science and cares about the impact of science and technology on the disadvantaged members of society.

Watch at: www.youtube.com

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Mirta Galesic on Global Collective Behavior

Mirta Galesic on Global Collective Behavior | Talks | Scoop.it

Jim talks with Mirta Galesic about the ideas in her co-authored paper “Stewardship of Global Collective Behavior.” They discuss the meaning of collective behavior, a crisis in network structures, the analogy of the printing press, consequences of person-to-person communication, the capacity for collective forgetting, unpredictable developments in chatbots, bottom-up vs top-down influence, advertising-driven information ecosystems, emergent knobs in social media design, ChatGPT’s political bias, the widespread trust in algorithms, suggestions for reforming Twitter, information decay, viscosity, opportunities & dangers of mass surveillance data, the Twitter Files, free speech & cultural evolution, and much more.

Listen at: jimruttshow.blubrry.net

Alessandro Cerboni's curator insight, September 7, 2023 3:50 AM
Jim parla con Mirta Galesic delle idee nel suo articolo scritto “Stewardship of Global Collective Behavior."Discutono il significato del comportamento collettivo, una crisi nelle strutture di rete, l'analogia della macchina da stampa, conseguenze della comunicazione da persona a persona, la capacità di dimenticare collettivamente, sviluppi imprevedibili nei chatbot, influenza dal basso verso l'alto rispetto al top verso il basso, ecosistemi di informazione guidati dalla pubblicità, manopole emergenti nel design dei social media, Il pregiudizio politico di ChatGPT, la diffusa fiducia negli algoritmi, suggerimenti per riformare Twitter, decadimento delle informazioni, viscosità, opportunità e pericoli dei dati di sorveglianza di massa, i file di Twitter, libertà di parola ed evoluzione culturale, e molto altro ancora.
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How do bees self-organise? - Orit Peleg in Simplifying Complexity

One of the things that make complexity science so fascinating is the diversity of the systems that it applies to. In this series so far, you've learnt about everything from ecologies to economies, tipping points in ecologies and economies, to power and influence in the 1400s, and even the spread of coronavirus in the lungs and the thing that brings all of these different topics together is complexity. This means that we can study one system to help us understand other systems — including bees.

In today's episode, Orit Peleg, Faculty at the University of Colorado, Boulder, and External Faculty at the Santa Fe Institute, explains how bees self-organise and produce sophisticated behaviour. In this case, you'll hear how thousands of bees can work out where their queen is at any given point.

Listen at: omny.fm

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Esteban Moro - Collaborating with the Competition

Esteban’s work lies in the intersection of big data and computational social science, with special attention to human dynamics, collective intelligence, social networks and urban mobility in problems like viral marketing, natural disaster management, or economical segregation in cities.

Esteban is creative and exploring in his work, and has made important contributions in a number of topics, especially recently using massive datasets to understand problems like how humans communicate, how to political opinion spreads in social networks or building alternative wellbeing indexes.

In our conversation, we talk about his career, his science, and go deep with his 2011 paper “Dynamical strength of social ties in information spreading”, which is not only an interesting paper … but also comes with a very nice story of how we can build communities in science by collaborating even between competing groups.

Listen at: toolazy.buzzsprout.com

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What can physics tell us about ourselves?

What can physics tell us about ourselves? | Talks | Scoop.it

Humans can live up to age 100, and not 1000 – why? Are there limits in how much our brains can think and compute? The laws of physics can help explain a lot, both about our own human bodies and how we are connected to life all around us.

Listen at: complexity.simplecast.com

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Carlo Rovelli: What Makes the Past Different from the Future?

Watch at: www.youtube.com

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Relational Models of Complex Systems: Hierarchy and Topology of High Order Interactions

https://vimeo.com/869014300

Binghamton Center of Complex Systems (CoCo) Seminar September 27, 2023 Cliff Joslyn (Pacific Northwest National Laboratory / Systems Science and Industrial Engineering,…

Watch at: vimeo.com


Via Hiroki Sayama
smartproduct's comment, December 7, 2023 8:05 PM
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How the Brain Makes You: Collective Intelligence and Computation by Neural Circuits

Vijay Balasubramanian University of Pennsylvania, SFI The human brain consists of a 100 billion neurons connected by a 100 trillion synapses. In its computational function, each neuron is a simple electrical device. In this sense it is no different, in its conceptual essence, from a transistor or a diode in a silicon microchip, converting input signals into ephemeral voltage pulses that transmit to other neurons. And yet, the collective effect of these tiny electrical flutterings creates the intelligent mind, with its astonishing capacity for perception and action, memory and imagination, affection and indifference. In the words of Ramon y Cajal (1854-1932), a founding figure of neuroscience, neurons are "the mysterious butterflies of the soul, whose beating of wings may one day reveal to us the secrets of the mind." In this talk, Vijay Balasubramanian will explore current ideas about how this transmutation occurs. 


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Alessandro Cerboni's curator insight, December 5, 2023 6:58 AM
Il cervello umano è costituito da 100 miliardi di neuroni collegati da 100 trilioni di sinapsi. Nella sua funzione computazionale, ogni neurone è un semplice dispositivo elettrico. In questo senso non è diverso, nella sua essenza concettuale, da un transistor o un diodo in un microchip di silicio, che converte i segnali di ingresso in impulsi di tensione effimeri che trasmettono ad altri neuroni. Eppure, l'effetto collettivo di questi minuscoli sbalzi elettrici crea la mente intelligente, con la sua sorprendente capacità di percezione e azione, memoria e immaginazione, affetto e indifferenza. Secondo Ramon y Cajal (1854-1932), figura fondatrice delle neuroscienze, i neuroni sono "le misteriose farfalle dell'anima, il cui battito d'ali potrebbe un giorno rivelarci i segreti della mente". In questo discorso, Vijay Balasubramanian esplorerà le idee attuali su come avviene questa trasmutazione.
smartproduct's comment, December 7, 2023 8:05 PM
nice
James Mac's curator insight, Today, 4:07 AM
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The "Adjacent Possible" – and How It Explains Human Innovation | Stuart Kauffman | TED

From the astonishing evolutionary advances of the Cambrian explosion to our present-day computing revolution, the trend of dramatic growth after periods of stability can be explained through the theory of the "adjacent possible," says theoretical biologist Stuart Kauffman. Tracing the arc of human history through the tools and technologies we’ve invented, he explains the impact human ingenuity has had on the planet -- and calls for a shift towards more protection for all life on Earth.

Watch at: www.youtube.com

Alessandro Cerboni's curator insight, September 7, 2023 3:46 AM
Dai sorprendenti progressi evolutivi dell'esplosione cambriana alla nostra attuale rivoluzione informatica, la tendenza della drammatica crescita dopo periodi di stabilità può essere spiegata attraverso la teoria del "adiacente possibile", afferma il biologo teorico Stuart Kauffman. Tracciando l'arco della storia umana attraverso gli strumenti e le tecnologie che abbiamo inventato, spiega l'impatto che l'ingegnosità umana ha avuto sul pianeta e chiede un passaggio verso una maggiore protezione per tutta la vita sulla Terra.
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Munk Debate on Artificial Intelligence | Bengio & Tegmark vs. Mitchell & LeCun

PROPOSITION
"AI research and development poses an existential threat."

SUMMARY
With the debut of ChatGPT, the AI once promised in some distant future seems to have suddenly arrived with the potential to reshape our working lives, culture, politics and society. For proponents of AI, we are entering a period of unprecedented technological change that will boost productivity, unleash human creativity and empower billions in ways we have only begun to fathom. Others think we should be very concerned about the rapid and unregulated development of machine intelligence. For their detractors, AI applications like ChatGPT herald a brave new world of deep fakes and mass propaganda that could dwarf anything our democracies have experienced to date. Immense economic and political power may also concentrate around the corporations who control these technologies and their treasure troves of data. Finally, there is an existential concern that we could, in some not-so-distant future, lose control of powerful AIs who, in turn, pursue goals that are antithetical to humanity’s interests and our survival as a species.

DEBATERS
• Yoshua Bengio: Full Professor at Université de Montréal, and the Founder and Scientific Director of Mila – Quebec AI Institute (https://yoshuabengio.org)
• Max Tegmark: Professor doing AI and physics research at MIT as part of the Institute for Artificial Intelligence & Fundamental Interactions and the Center for Brains, Minds and Machines (https://physics.mit.edu/faculty/max-t...)
• Melanie Mitchell: Professor at the Santa Fe Institute (https://melaniemitchell.me)
• Yann LeCun: VP & Chief AI Scientist at Meta and Silver Professor at NYU affiliated with the Courant Institute of Mathematical Sciences & the Center for Data Science (http://yann.lecun.com)

Read the full article at: www.youtube.com

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David Krakauer on Complexity, Agency, and Information – Sean Carroll

David Krakauer on Complexity, Agency, and Information – Sean Carroll | Talks | Scoop.it

Complexity scientists have been able to make an impressive amount of progress despite the fact that there is not universal agreement about what "complexity" actually is. We know it when we see it, perhaps, but there are a number of aspects to the phenomenon, and different researchers will naturally focus on their favorites. Today's guest, David Krakauer, is president of the Santa Fe Institute and a longtime researcher in complexity. He points the finger at the concept of agency. A ball rolling down a hill just mindlessly obeys equations of motion, but a complex system gathers information and uses it to adapt. We talk about what that means and how to think about the current state of complexity science.

Listen at: www.preposterousuniverse.com

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What Is the Nature of Consciousness?

Consciousness, our experience of being in the world, is one of the mind’s greatest mysteries, but as the neuroscientist Anil Seth explains to Steven Strogatz, research is making progress in understanding this elusive phenomenon.

Listen at: www.quantamagazine.org

See also: https://perceptioncensus.dreamachine.world 

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Workshop on AI and the Barrier of Meaning 2

https://www.youtube.com/playlist?list=PLZlVBTf7N6GpOCwMH-TIhwrUwV8YJMANM

This workshop, held at SFI April 24-26, 2023, focused on several questions related to the ability of current-day AI systems to “understanding” or “extract meaning” in a humanlike way.

Watch at: www.youtube.com

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Carlos Gershenson on Balance, Criticality, Antifragility, and The Philosophy of Complex Systems

Carlos Gershenson on Balance, Criticality, Antifragility, and The Philosophy of Complex Systems | Talks | Scoop.it

In this episode we speak with Carlos Gershenson, SFI Sabbatical Visitor and professor of computer science at the Universidad Nacional Autónoma de México, where he leads the Self-organizing Systems Lab, among many other titles you can find in our show notes. For the next hour, we’ll discuss his decades of research and writing on a vast array of core complex systems concepts and their intersections with both Western and Eastern philosophical traditions — a first for this podcast.

Listen at: complexity.simplecast.com

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Experiments with Social Network Interventions - Nicholas A. Christakis

Network Science Society Colloquium - January 25, 2023

Nicholas A. Christakis
Experiments with Social Network Interventions

Abstract
Human beings choose their friends, and often their neighbors and co-workers, and we inherit our relatives; and each of the people to whom we are connected also does the same, such that, in the end, we assemble ourselves into face-to-face social networks that obey particular mathematical and sociological rules. Why do we do this? And how might a deep understanding of human social network structure and function be used to intervene in the world to make it better? Here, I will review recent research from our lab describing three classes of interventions involving both offline and online networks: (1) interventions that rewire the connections between people; (2) interventions that manipulate social contagion, modifying the flow of desirable or undesirable properties; and (3) interventions that manipulate the positions of people within network structures. I will illustrate what can be done using a variety of experiments in settings as diverse as fostering cooperation or the diffusion of innovation in networked groups online, to fostering health behavior change in developing world villages and towns. I will also discuss recent experiments with “hybrid systems” comprised of both humans and artificial intelligence (AI) agents interacting in small groups. Overall, by taking account of people’s structural embeddedness in social networks, and by understanding social influence, it is possible to intervene in social systems to enhance desirable population-level properties as diverse as health, wealth, cooperation, coordination, and learning.

About the Speaker
Nicholas A. Christakis, MD, PhD, MPH, is a social scientist and physician at Yale University who conducts research in the fields of network science, biosocial science, and behavior genetics. His current work focuses on how human biology and health affect, and are affected by, social interactions and social networks. He directs the Human Nature Lab and is the Co-Director of the Yale Institute for Network Science. He is the Sterling Professor of Social and Natural Science at Yale University, appointed in the Departments of Sociology; Medicine; Ecology and Evolutionary Biology; Biomedical Engineering; and the School of Management.

Watch at: www.youtube.com

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Economic Complexity Theory and Applications - Cesar Hidalgo

Economic complexity methods have become popular tools in economic geography, international development, and innovation studies. Here, I review economic complexity theory and applications, with a particular focus on two streams of literature: the literature on relatedness, which focuses on the evolution of specialization patterns, and the literature on metrics of economic complexity, which uses dimensionality reduction techniques to create metrics of economic sophistication that are predictive of variations in income, economic growth, emissions, and income inequality.

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