Order From Chaos The Geometry of Emergence In the 1960s, Ilya Prigogine proposed something profound: Under the right conditions, chaos does not always destroy structure. Sometimes it creates it. He called these dissipative structures: A hurricane. Geometric convection cells in heated fluids. A living cell. Order arising through instability rather than despite it. ——— Researchers like Karl Friston and Michael Levin are now exploring adjacent principles in biological systems. Friston’s work on active inference suggests biological systems persist by constantly updating internal models against an unpredictable environment — stabilizing themselves through perception, prediction, feedback, and energetic exchange. Order is not static. It is actively maintained through recursive information processing across dynamic systems. ——— Levin’s work on morphogenesis and basal cognition suggests cells and tissues may function as distributed information-processing networks capable of memory, coordination, and anatomical problem-solving through bioelectric signaling. Stable biological form emerges not from centralized control… but from collective cellular communication organizing matter toward persistent anatomical states despite constant molecular fluctuation. In both Levin’s and Friston’s frameworks, intelligence begins looking less like a property confined to neurons… and more like an emergent process of dynamic self-organization across relational systems. >A brain maintaining identity despite neuronal turnover. >An embryo constructing stable anatomy from unstable substrate. ——— Perhaps intelligence is not fundamentally a thing. But a process by which matter organizes information across time under constraint. Not intelligence as object. But intelligence as topology: Relational geometry stabilized through energy flow, feedback, and adaptive coordination.

Muchos sistemas no colapsan por un gran error. Colapsan porque demasiados participan del beneficio… mientras pocos sostienen el costo y el riesgo. En economía, eso tiene nombre: Free Rider Problem. Y aparece en todos lados: finanzas, datos, tecnología y equipos. Primero desgasta. Después fractura el sistema.

“Reality in Layers.” The Stratified Cosmos. I created this diagram, stimulated by storyality.wordpress.com/201…

I've said it from the beginning: lying to Congress is a felony. Destroying federal records is a felony. Advising others to destroy federal records is a felony. Fauci did all three. His adviser was just indicted. Fauci is next. The deadline to prosecute Fauci is May 11. The DOJ must act now. nypost.com/2026/04/28/us-new…

this is a good read. web.stanford.edu

Carl Sagan on books: "What an astonishing thing a book is. It’s a flat object made from a tree with flexible parts on which are imprinted lots of funny dark squiggles. But one glance at it and you’re inside the mind of another person, maybe somebody dead for thousands of years."

This book is the ultimate guide to becoming a better reader. It was first published in 1940 and became an instant bestseller. It will teach you how to get more value out of every book you read. Here are 12 key lessons from "How To Read A Book":

F15E SHOOTDOWN AND CSAR OPERATION — FULL VERIFIED BREAKDOWN APRIL 3 — THE SHOOTDOWN F15E from the 494th Fighter Squadron out of RAF Lakenheath is hit over southwestern Iran. Crash site confirmed in Kohgiluyeh and Boyer Ahmad Province near Dehdasht. Wreckage includes ACES II ejection seat and tail section matching the squadron. Cause Iran claims it used a new IRGC air defense system. Exact weapon system remains unconfirmed. HOUR 0 Both crew eject. Pilot activates survival radio and PRD immediately. Contact established with U.S. aircraft overhead. Pilot recovered within hours. WSO lands separately in mountainous terrain. WSO beacon briefly detected by satellites, then goes silent. Reason unknown. HOURS 1 TO 12 WSO begins evasion using SERE training. Maintains intermittent encrypted communication with U.S. forces. IRGC launches large scale search operation. Iranian state TV urges civilians to report or capture the pilot. Rewards up to $60,000 reported. Public messaging includes calls to shoot on sight. HOURS 12 TO 24 WSO moves into high elevation terrain. Climbs to around 7,000 feet. U.S. ISR tracks Iranian movement continuously. MQ9 Reaper drones strike Iranian personnel approaching within roughly 3 km. U.S. aircraft strike IRGC forces moving toward the area. HOURS 24 TO 36 A10 INCIDENT A10 supporting the mission is hit. Pilot exits Iranian airspace, ejects over Kuwait, recovered safely. CSAR AIR OPERATIONS HC130 conducts aerial refueling missions. Black Hawk helicopters take fire during rescue operations. Aircraft return safely with some injuries onboard. CIA DECEPTION OPERATION CIA launches deception campaign inside Iran. False reports spread that the WSO had already been recovered. CIA locates the WSO and passes coordinates to U.S. leadership. President Trump authorizes immediate rescue. HOURS 36 TO 48 — FINAL EXTRACTION Large scale nighttime rescue launched. U.S. special operations forces inserted. WSO located and recovered alive after sustained evasion. EXFIL COMPLICATIONS MC130 aircraft land at remote airstrip inside Iran. At least 2 aircraft become disabled on the ground. Decision made to destroy them. Aircraft blown to prevent capture of sensitive equipment. U.S. assessment Aircraft were self destroyed, not shot down. Reports indicate a light helicopter was also lost at the site. Replacement aircraft deployed. All personnel extracted successfully. Israel pauses airstrikes during the rescue. TRUMP STATEMENT President Trump confirms success. No U.S. personnel killed. Dozens of aircraft involved. FINAL OUTCOME 2 crew from the F15E rescued 1 A10 pilot rescued 3 U.S. airmen All alive No captures Mission completed deep inside Iran under hostile conditions.

Civilisation's Thermodynamic Corridor Below is the full series of articles, very happy to post this on a Friday. There are 5 parts: The Arena The Machine The Trajectory The Viability Problem The Implications This is a framework for how to survive and grow a civilisation living on the thermodynamic gradient between a stellar object and deep space (where we live). It is based on first principle axioms of physics, such as the laws of thermodynamics. It is grounded in geometric algebra and mathematical rigour. This is not sci-fi, this is the actual human condition. It is utterly fascinating when view through this framework. There is also a results register which I will attach below. Executive Summary x.com/Object_Zero_/status/20… Nomenclature x.com/Object_Zero_/status/20… Part 1 - The Arena 1.1 The Cosmological Reference Frame x.com/Object_Zero_/status/20… 1.2 System Boundaries x.com/Object_Zero_/status/20… Part 2 - The Machine 2.1 Civilisation as Assembled Matter x.com/Object_Zero_/status/20… 2.2 The Maintenance Requirement x.com/Object_Zero_/status/20… 2.3 The Waste Heat Ceiling x.com/Object_Zero_/status/20… 2.4 Information Entropy and the Landauer Floor x.com/Object_Zero_/status/20… Part 3 - The Trajectory 3.1 Maximum Power and the Evolutionary Ratchet x.com/Object_Zero_/status/20… 3.2 Inertia and the Integral x.com/Object_Zero_/status/20… 3.3 The Amplifiers: Money, Debt, and Governance x.com/Object_Zero_/status/20… Part 4 - The Viability Problem 4.1 The Temporal Hierarchy of Constraints x.com/Object_Zero_/status/20… 4.2 Viability Theory x.com/Object_Zero_/status/20… 4.3 Competitive Viability x.com/Object_Zero_/status/20… Part 5 - Implications 5.1 Fermi's Paradox and the Great Filter x.com/Object_Zero_/status/20… 5.2 The Problem in Manifold Space x.com/Object_Zero_/status/20… 5.3 The Choice x.com/Object_Zero_/status/20… 5.4 Our Corridor Out x.com/Object_Zero_/status/20…