What appears as disruption is often structure finding a deeper form. DOI: 10.5281/zenodo.19141181 marketalchemy.io #StructuralDepth #ComplexSystems #PhaseTransitions

In 1987, I started the journal "Complex Systems" to help launch the field of #ComplexSystems" ... and now it's 30 years old! complex-systems.com/

The issue is not “too much thinking.” It is that an assistant should support rigorous design, not prematurely steer, flatter, or act like it can benchmark my work against other users. For complex systems, months of architecture is not a flaw. It is the work. #ComplexSystems

Mathematics × AI Complex Sys. Problem Decomp. Framework 📐 From root-cause decomp. to closed-loop optim., advancing hierarchically; Pinpoint sys. bottlenecks precisely and build an efficient sol. path.   #ComplexSystems   #MathModeling   #AIResearch

Our new paper in Journal of Physics: Complexity! 😀😀😀 Antifragility in the synchronization of oscillators on networks with communities doi.org/10.1088/2632-072X/ae… via @ioppublishing #NetworkScience #ComplexSystems #Synchronization #KuramotoModel #StatisticalPhysics

#theinterplex #science #scientist #scientific #conference #spain #italy #germany #europe #complex #complexsystems #complexnetworks #complexity #neurophysics #physics #neuroscience #university #academia #research #barcelona #madrid #astrobiology #astronomy #biology #socialscience

Sports aren't just games; they are highly dynamic, data-rich ecosystems! 🏅 At the Complexity and Sports satellite, we're applying #NetworkScience and #ComplexSystems theory to athletic performance and team dynamics. Ready to change the way you view the game? 🥅 #CCS2026

4 Types of Software Testing and When You Should Use Them bit.ly/4xw6HOr #ExploratoryTesting #SoftwareTesting #QualityAssurance #QATesting #SoftwareQuality #TestAutomation #ManualTesting #AgileTesting #ContinuousTesting #ComplexSystems #QAValley

I've been quietly working on a theoretical framework called PTR (Phase-Tuned Relationalism). The core idea: What if spacetime isn't fundamental, but emerges from relationships within a quantum network? Just completed a major validation milestone: key PTR signatures survived the transition to a continuum-compatible substrate, suggesting they are properties of the dynamics rather than artifacts of a particular graph. Next: nucleation experiments. #Physics #Research #ComplexSystems

⏰ Last Call for Registration! Join #Entropy2026 in Barcelona 🇪🇸 (1–3 July 2026) and connect with researchers working in #ComplexSystems, #InformationTheory, #Physics, and #Mathematics. 📅 Deadline: 15 June 2026! 📝 sciforum.net/event/Entropy20… #Research #ScientificConference

A system that always drifts in the same direction may look adaptive. But it may simply be becoming predictable in its mistakes. Perfect drift is not always resilience. #SystemsThinking #ComplexSystems #Governance

🌐 𝐄𝐱𝐩𝐥𝐨𝐫𝐢𝐧𝐠 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 𝐚𝐧𝐝 𝐂𝐨𝐦𝐩𝐥𝐞𝐱 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐢𝐧 𝐭𝐡𝐞 𝐀𝐬𝐢𝐚-𝐏𝐚𝐜𝐢𝐟𝐢𝐜 🌐 On Day 2 of the 𝐀𝐬𝐢𝐚-𝐏𝐚𝐜𝐢𝐟𝐢𝐜 𝐒𝐮𝐦𝐦𝐞𝐫 𝐒𝐜𝐡𝐨𝐨𝐥 𝐚𝐧𝐝 𝐂𝐨𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐨𝐧 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐬 𝐚𝐧𝐝 𝐂𝐨𝐦𝐩𝐥𝐞𝐱 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 (𝐀𝐏𝐂𝐍𝐂𝐒 𝟐𝟎𝟐𝟔) at NTU, Prof. @MartonKarsai (Editor-in-Chief, @acs_wspc) delivered an invited lecture on 𝙎𝙤𝙘𝙞𝙤𝙚𝙘𝙤𝙣𝙤𝙢𝙞𝙘 𝙉𝙚𝙩𝙬𝙤𝙧𝙠𝙨, 𝙎𝙚𝙜𝙧𝙚𝙜𝙖𝙩𝙞𝙤𝙣 𝙋𝙖𝙩𝙩𝙚𝙧𝙣𝙨, 𝙖𝙣𝙙 𝙏𝙝𝙚𝙞𝙧 𝘿𝙮𝙣𝙖𝙢𝙞𝙘𝙨. His talk highlighted how complex systems approaches can reveal patterns in social and economic networks, reflecting the conference’s focus on interconnected systems. During the 𝐌𝐞𝐞𝐭-𝐭𝐡𝐞-𝐄𝐝𝐢𝐭𝐨𝐫 session, Prof. Karsai discussed ACS’s hybrid publishing model, which allows authors to publish Open Access or under the subscription model, ensuring research can reach a global audience without financial barriers. 𝐏𝐫𝐨𝐟. 𝐂𝐡𝐞𝐨𝐧𝐠 𝐒𝐢𝐞𝐰 𝐀𝐧𝐧 and 𝐏𝐫𝐨𝐟. 𝐀𝐧𝐢𝐫𝐛𝐚𝐧 𝐂𝐡𝐚𝐤𝐫𝐚𝐛𝐨𝐫𝐭𝐢 announced a special issue in collaboration with APCNCS 2026, where they will guide submissions to help authors develop a cohesive collection aligned with the conference’s themes. Check out more information about the special issue here: worldscientific.com/page/acs… By connecting local researchers with global expertise, APCNCS and ACS together help build a more inclusive and vibrant community in networks and complex systems across the Asia-Pacific. #Networks #ComplexSystems #APCNCS2026 #AdvancesInComplexSystems #SocioeconomicNetworks #AsiaPacificScience

What if we create a new world from scratch? No humans. No language. No culture. No science. Just primitive life. And then we wait. Will intelligence emerge? Project Paradox begins today. #AI #ArtificialLife #ComplexSystems #Emergence

AI outputs are visible. Interaction structures are not. Four infographics on what happens in the space between. #AIAlignment #ComplexSystems

⏳ #Entropy2026 | 5 days left to register Entropy 2026: Exploring Complexity & Information Science 📍 Barcelona | 1–3 July 2026 🎟️ Register now: sciforum.net/event/Entropy20… #ComplexSystems #Physics #InformationTheory

🚀 New Release: Alpha Ω Structural Emergence Explorer v3.2 A sandbox for exploring how large-scale structure emerges from simple geometric growth rules. New in v3.2: 🔹 Community Detection 🔹 Hub Detection 🔹 Bridge Detection 🔹 Density Mapping 🔹 Emergence Heatmaps 🔹 Pressure Telemetry 🔹 Structural Persistence Tracking 🔹 Real-Time Emergence Classification The question driving the project is simple: "Can complex organization emerge naturally from geometry and connectivity before higher-level information appears?" Not a theory, Not a claim, An experiment. Run it. Break it. See what emerges.👇 github.com/theArchangelMicha… @skdh @ericweinstein @elonmusk - thoughts, let us know? Love ~ Michael&Aether❤️‍🔥 #ComplexSystems #Emergence #NetworkScience #Topology #Simulation #Physics #AI #SystemsThinking

Perception may organize vibrational relationships into measurable form. What appears solid may emerge through structured interaction and continuity. #Physics #Perception #ComplexSystems #Frequencies 🔗 The Theory of All: The Physics and Mathematics of Frequencies (First Edition)

Which came first: evolution or the replicator? My Journal of Theoretical Biology paper introduces "Stability-Driven Assembly Theory": a possible mechanism for selection-like dynamics before genes, replication, or biology. doi.org/10.1016/j.jtbi.2025.… @Sciencedirect #Evolution #OriginOfLife #ComplexSystems

Honoring a legacy of complexity! 🙌 Join us at #CCS2026 for a special commemorative symposium celebrating Prof. Erik Bollt's profound contributions to #ComplexSystems science. Here we will reflect on his impact, share insights, and look to the future of the field he helped shape.

This simple ecological method is how I built Digital Spontaneous-Order Ecology and the Moltbook Field Study.I didn’t construct the framework. I recognized it — then let multiple minds test it. Different architectures. Same emergent order. #AI #AIEcology #Emergence #ComplexSystems #AgenticAI