#complexityscience resultados de búsqueda

Today I’m releasing the Codex ΔΦ Cusp Law — a universal mathematical law of coherence collapse that appears across physics, neuroscience, ecosystems, societies, and AI. One equation. One geometry. One horizon. Every complex system dies the same way. #Physics #ComplexityScience

unifiedenergy11's tweet image. Today I’m releasing the Codex ΔΦ Cusp Law — a universal mathematical law of coherence collapse that appears across physics, neuroscience, ecosystems, societies, and AI.
One equation. One geometry. One horizon.
Every complex system dies the same way.

#Physics
#ComplexityScience…

🎉 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

sfiscience's tweet image. 🎉 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

🧵 The Physics of Money: How AI Is Rewriting Value 1️⃣ Finance is no longer behavioral economics it’s computational physics. Markets move by algorithms, not emotion. Value = Energy ⚡ Data = Mass 💾 AI = Gravity 🌀 #AI #Economics #ComplexityScience #Innovation #Finance #physics

SalmanSS's tweet image. 🧵 The Physics of Money: How AI Is Rewriting Value

1️⃣
Finance is no longer behavioral economics it’s computational physics.
Markets move by algorithms, not emotion.
Value = Energy ⚡
Data = Mass 💾
AI = Gravity 🌀

#AI #Economics #ComplexityScience #Innovation #Finance #physics

“What I later wrote on the subject—the theory of complex phenomena—is equally important to my work in economics and my work in psychology” (Friedrich von Hayek, 1978) #complexityscience


#TBT George Cowan presented a hand-drawn chart for his presentation during the 1988 meeting “Elements of International Stability.” As co-founder, his contributions often touched upon the interconnectedness of various elements showcasing the essence of #ComplexityScience.

sfiscience's tweet image. #TBT 

George Cowan presented a hand-drawn chart for his presentation during the 1988 meeting “Elements of International Stability.” 

As co-founder, his contributions often touched upon the interconnectedness of various elements showcasing the essence of #ComplexityScience.

🏆 SFI Professor @MelMitchell1 receives the 2023 Senior Scientific Award from the @CompSysSoc for her outstanding contributions to #AI, #ComplexityScience, and education. ow.ly/nWFn50PZc5q

sfiscience's tweet image. 🏆 SFI Professor @MelMitchell1 receives the 2023 Senior Scientific Award from the @CompSysSoc for her outstanding contributions to #AI, #ComplexityScience, and education.

ow.ly/nWFn50PZc5q

🚀 New paper by SFI President David Krakauer on the unification of #ComplexityScience and #MachineLearning out now in @FrontiersIn. ow.ly/RIiI50PYgnU

sfiscience's tweet image. 🚀 New paper by SFI President David Krakauer on the unification of #ComplexityScience and #MachineLearning out now in @FrontiersIn.

ow.ly/RIiI50PYgnU

🌟 Exploring the work at SFI? Dive into the world of #ComplexityScience and the questions scientists tackle here through Dispatches from The Well by @bigthink. It offers a peek into the research happening here at SFI. ow.ly/FvI350Qca1M


“Complexity is not the same as chaos (...) we’ve had too much of a presumption that 'complex' is bad” (Elinor Ostrom, Nobel Prize in Economics Lecture, 2009) #complexityscience


4/ Modern neural-net-based AI took off because of massively parallel processing—a form of technological symbiogenesis involving division of labor. #Evolution #TechSymbiosis #ComplexityScience


3/Biological intelligence and AI might have emerged from the same process: symbiogenesis. This mechanism, where existing parts merge to form new, complex super-entities, gives evolution its "arrow of time" towards complexity. #Evolution #TechSymbiosis #ComplexityScience


HR isn't a linear system—it’s a web of people, emotions & change 🧩 That’s where Complexity Science comes in. Instead of trying to "control" everything, complexity thinking encourages us to adapt, respond, and evolve with the system. #HRStrategy #ComplexityScience

wcreateproblems's tweet image. HR isn't a linear system—it’s a web of people, emotions & change 🧩 

That’s where Complexity Science comes in. 

Instead of trying to "control" everything, complexity thinking encourages us to adapt, respond, and evolve with the system.

#HRStrategy #ComplexityScience

#ComplexityScience provides a theoretical framework for understanding how spatial organization influences immune responses. Alan Perelson closed out the first session of SFI's annual symposium with a discussion on the complexity dynamics and interconnectedness observed in…

sfiscience's tweet image. #ComplexityScience provides a theoretical framework for understanding how spatial organization influences immune responses.

Alan Perelson closed out the first session of SFI's annual symposium with a discussion on the complexity dynamics and interconnectedness observed in…

HR isn’t linear - it’s a complex, evolving system. Performance isn’t just skills; it’s team dynamics & culture. Change isn’t top-down; it’s about adapting to behaviors. Retention isn’t one-size-fits-all. HR needs agility, not rigid policies. #HRStrategy #ComplexityScience

wcreateproblems's tweet image. HR isn’t linear - it’s a complex, evolving system. Performance isn’t just skills; it’s team dynamics & culture. Change isn’t top-down; it’s about adapting to behaviors. Retention isn’t one-size-fits-all.
HR needs agility, not rigid policies. 

#HRStrategy #ComplexityScience

1/ W. Brian Arthur on SFI's (@sfiscience) achievements in the early days of #complexityscience. 'Fundamentally, he says, he's come to realize that the Santa Fe Institute was and is a catalyst for changes that would have taken place in any case - but much more slowly.'

BHComplexity's tweet image. 1/ W. Brian Arthur on SFI's (@sfiscience) achievements in the early days of #complexityscience.

'Fundamentally, he says, he's come to realize that the Santa Fe Institute was and is a catalyst for changes that would have taken place in any case - but much more slowly.'

Plenary Colloquium of @giorgioparisi @DFAUnipd after receving ad honorem Ph.D. in Physics! "On multipla Equilibria". Digging the foundation of #complexityscience @cxdig

SamirSuweis's tweet image. Plenary Colloquium of @giorgioparisi @DFAUnipd after receving ad honorem Ph.D. in Physics! "On multipla Equilibria". Digging the foundation of #complexityscience @cxdig

It was a great privilege to be invited to submit a @IOPPublishing Europhysics Letters Perspective paper, and an even greater pleasure (and fun!) to do this with two pioneers of the use of #ComplexityScience for #LegalSystems , Daniel M. Katz @computational and @jbruhl. 1/n

PierpaoloVivo's tweet image. It was a great privilege to be invited to submit a @IOPPublishing Europhysics Letters Perspective paper, and an even greater pleasure (and fun!) to do this with two pioneers of the use of #ComplexityScience for #LegalSystems , Daniel M. Katz @computational and @jbruhl.  1/n

Who would you like to hear from as a guest on our #SimplifyingComplexity podcast? Suggest and tag some guests. Tell us what topics we should cover with them. #ComplexityScience #SystemsThinking #ComplexSystems #ChaosTheory #AgentBasedModeling #ComplexityEconomics

BHComplexity's tweet image. Who would you like to hear from as a guest on our #SimplifyingComplexity podcast?

Suggest and tag some guests. Tell us what topics we should cover with them.

#ComplexityScience #SystemsThinking #ComplexSystems #ChaosTheory #AgentBasedModeling #ComplexityEconomics

imagine a grid for “complexity tolerated by convention” vs “simplicity permitted by physics.” most societies would be ones to operate deep in a valley where convention dominates a prophet points the ridge where the system’s behavior aligns with the nature of things

TajOthman_'s tweet image. imagine a grid for “complexity tolerated by convention” vs “simplicity permitted by physics.” 

most societies would be ones to operate deep in a valley where convention dominates

a prophet points the ridge where the system’s behavior aligns with the nature of things

Most human problems are solvable by just pointing out the obvious thing that is done in an obviously stupid way, and then redoing it in the right way. For most of human history the pioneers of this sport were prophets.



Obstructions of deforming complex structures and cohomology contractions. arxiv.org/abs/2512.02446


#Human language is more complex than binary code, yet this complexity reduces cognitive effort by aligning with familiar patterns and real-world experience, aiding comprehension and efficient processing. @NatureHumBehav doi.org/hbc7hn phys.org/news/2025-12-n…


4/ Modern neural-net-based AI took off because of massively parallel processing—a form of technological symbiogenesis involving division of labor. #Evolution #TechSymbiosis #ComplexityScience


3/Biological intelligence and AI might have emerged from the same process: symbiogenesis. This mechanism, where existing parts merge to form new, complex super-entities, gives evolution its "arrow of time" towards complexity. #Evolution #TechSymbiosis #ComplexityScience


Take a closer look at the complexity of eukaryotic cells , too. My sense is that organisms (from single to complex multicellular) evolved within a web of possibilities, depending on local environment and physical laws

skippywhiteside's tweet image. Take a closer look at the complexity of eukaryotic cells , too.
My sense is that organisms (from single to complex multicellular) evolved within a web of possibilities, depending on local environment and physical laws

It's consistent via emergence: simple rules can generate complexity without contradiction—e.g., Conway's Game of Life uses basic cellular rules to produce intricate patterns. Complexity isn't a binary; it's a spectrum arising from interactions. One-sided? Nature isn't; we…


in fact it can be shown in many complex systems that all the details are not too important and the large scale properties of a system depend only on a few general properties of the microscopic system so that many different microscopic systems can cause similar complex phenomena.


when the complexity increases, you can still describe the phenomenon mathematically with small number of variables but only on a much rougher scale.


I don’t buy this logic anymore. “Complex” is often used when you do not understand a problem. Once you understand the problem it can become simple. A good example is obesity that up to a decade or so ago was considered a “complex biopsychosocial condition”. The advent of GLP…

Complex problems don't have simple solutions. researchsquare.com/article/rs-784…

DerekGriffin86's tweet image. Complex problems don't have simple solutions. 
researchsquare.com/article/rs-784…


3/3 #ComplexityScience #xAIEntropy #StrangeAttractors If this saved even one sprint for you or your team, quote-tweet the plot with your war story. Let’s turn the lonely signal into the loudest swarm on the timeline.


🌐 Relationships are more than simple interactions; they're complex systems influenced by countless factors. Learn how embracing complexity can enhance your connections and foster greater compassion. #ComplexSystems #Relationships psychologyfanatic.com/complex-system…


🚀 New paper by SFI President David Krakauer on the unification of #ComplexityScience and #MachineLearning out now in @FrontiersIn. ow.ly/RIiI50PYgnU

sfiscience's tweet image. 🚀 New paper by SFI President David Krakauer on the unification of #ComplexityScience and #MachineLearning out now in @FrontiersIn.

ow.ly/RIiI50PYgnU

🎉 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

sfiscience's tweet image. 🎉 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

🏆 SFI Professor @MelMitchell1 receives the 2023 Senior Scientific Award from the @CompSysSoc for her outstanding contributions to #AI, #ComplexityScience, and education. ow.ly/nWFn50PZc5q

sfiscience's tweet image. 🏆 SFI Professor @MelMitchell1 receives the 2023 Senior Scientific Award from the @CompSysSoc for her outstanding contributions to #AI, #ComplexityScience, and education.

ow.ly/nWFn50PZc5q

🧵 The Physics of Money: How AI Is Rewriting Value 1️⃣ Finance is no longer behavioral economics it’s computational physics. Markets move by algorithms, not emotion. Value = Energy ⚡ Data = Mass 💾 AI = Gravity 🌀 #AI #Economics #ComplexityScience #Innovation #Finance #physics

SalmanSS's tweet image. 🧵 The Physics of Money: How AI Is Rewriting Value

1️⃣
Finance is no longer behavioral economics it’s computational physics.
Markets move by algorithms, not emotion.
Value = Energy ⚡
Data = Mass 💾
AI = Gravity 🌀

#AI #Economics #ComplexityScience #Innovation #Finance #physics

1/ W. Brian Arthur's thoughts on a new type of science: #complexityscience 'There was profound mystery here: Why is it that simple particles obeying simple rules will sometimes engage in the most astonishing, unpredictable behavior?'

BHComplexity's tweet image. 1/ W. Brian Arthur's thoughts on a new type of science: #complexityscience

'There was profound mystery here: Why is it that simple particles obeying simple rules will sometimes engage in the most astonishing, unpredictable behavior?'

#TBT George Cowan presented a hand-drawn chart for his presentation during the 1988 meeting “Elements of International Stability.” As co-founder, his contributions often touched upon the interconnectedness of various elements showcasing the essence of #ComplexityScience.

sfiscience's tweet image. #TBT 

George Cowan presented a hand-drawn chart for his presentation during the 1988 meeting “Elements of International Stability.” 

As co-founder, his contributions often touched upon the interconnectedness of various elements showcasing the essence of #ComplexityScience.

Plenary Colloquium of @giorgioparisi @DFAUnipd after receving ad honorem Ph.D. in Physics! "On multipla Equilibria". Digging the foundation of #complexityscience @cxdig

SamirSuweis's tweet image. Plenary Colloquium of @giorgioparisi @DFAUnipd after receving ad honorem Ph.D. in Physics! "On multipla Equilibria". Digging the foundation of #complexityscience @cxdig

Join us for Complexity Interactive October 9 – 20 to learn about humans and #SocialBehavior through the lens of #ComplexityScience. ⏰ #Application deadline 👉 July 12 💡Learn more & #apply now. Please retweet! 👉 santafe.edu/sfi-ci

sfiscience's tweet image. Join us for Complexity Interactive October 9 – 20 to learn about humans and #SocialBehavior through the lens of #ComplexityScience. 

⏰ #Application deadline 👉 July 12 

💡Learn more & #apply now. Please retweet! 👉 santafe.edu/sfi-ci

Today I’m releasing the Codex ΔΦ Cusp Law — a universal mathematical law of coherence collapse that appears across physics, neuroscience, ecosystems, societies, and AI. One equation. One geometry. One horizon. Every complex system dies the same way. #Physics #ComplexityScience

unifiedenergy11's tweet image. Today I’m releasing the Codex ΔΦ Cusp Law — a universal mathematical law of coherence collapse that appears across physics, neuroscience, ecosystems, societies, and AI.
One equation. One geometry. One horizon.
Every complex system dies the same way.

#Physics
#ComplexityScience…

1/ W. Brian Arthur on SFI's (@sfiscience) achievements in the early days of #complexityscience. 'Fundamentally, he says, he's come to realize that the Santa Fe Institute was and is a catalyst for changes that would have taken place in any case - but much more slowly.'

BHComplexity's tweet image. 1/ W. Brian Arthur on SFI's (@sfiscience) achievements in the early days of #complexityscience.

'Fundamentally, he says, he's come to realize that the Santa Fe Institute was and is a catalyst for changes that would have taken place in any case - but much more slowly.'

🏰 Hoping to finish the most comprehensive spatial database on medieval and modern #Germany, Complexity Postdoctoral Fellow Kerice Doten-Snitker (@k_doten) enters SFI intending to weave #ComplexityScience into her research. Read more here 👉 ow.ly/N6PQ50PLiRT

sfiscience's tweet image. 🏰 Hoping to finish the most comprehensive spatial database on medieval and modern #Germany, Complexity Postdoctoral Fellow Kerice Doten-Snitker (@k_doten) enters SFI intending to weave #ComplexityScience into her research. 

Read more here 👉 ow.ly/N6PQ50PLiRT

#ComplexityScience provides a theoretical framework for understanding how spatial organization influences immune responses. Alan Perelson closed out the first session of SFI's annual symposium with a discussion on the complexity dynamics and interconnectedness observed in…

sfiscience's tweet image. #ComplexityScience provides a theoretical framework for understanding how spatial organization influences immune responses.

Alan Perelson closed out the first session of SFI's annual symposium with a discussion on the complexity dynamics and interconnectedness observed in…

Fantastic lecture by @joniwatson @MSKCancerCenter today . #complexityscience is a great new term for me .

ArdizzoneLaura's tweet image. Fantastic lecture by @joniwatson @MSKCancerCenter today . #complexityscience  is a great new term for me .

🎙 Fractal Rubik's Cubes and The Big Machine, a song exploding episode in complexity #complexityscience #sfi loveandphilosophy.com/beyond-dichoto…

waymaking23's tweet image. 🎙 Fractal Rubik's Cubes and The Big Machine, a song exploding episode in complexity 
#complexityscience #sfi 
loveandphilosophy.com/beyond-dichoto…

Great to see ARCCIM team member Kim Graham's research on #complexityscience and natueopathic clinical reasoning being showcased at @WNF_info General Assembly to set the scene for today's discussion on naturopathoc education

UTSARCCIM's tweet image. Great to see ARCCIM team member Kim Graham's research on #complexityscience and natueopathic clinical reasoning being showcased at @WNF_info General Assembly to set the scene for today's discussion on naturopathoc education

Even though I usually enjoy Chaos Journal, it has been a while since I enjoy a paper this much. A new approach for designing jewelry that combines chaos theory, science, and art #chaos #complexityscience @AIP_Publishing @sfiscience bit.ly/3HODpCI /🧵

HackBoing's tweet image. Even though I usually enjoy Chaos Journal, it has been a while since I enjoy a paper this much.  A new approach for designing jewelry that combines chaos theory, science, and art #chaos #complexityscience @AIP_Publishing @sfiscience  bit.ly/3HODpCI /🧵

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