Agentic AI Thinks Like Boyd: The OODA Upgrade LLMs Can’t Touch

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🎖️ **Royal Marine Commando Ben Ford** (software engineer, Haskell/category theory) joins *No Way Out* to expose the **OODA loop myth** most AI devs still believe.

  🔥 **Agentic AI runs John Boyd’s *real* OODA** — not the linear "observe-orient-decide-act" cartoon.  
  🔴 **LLMs are evolutionary dead-ends**: text-in, text-out, no destruction & creation, no real-time model updates.  
  🟢 **Active inference AI = fractal OODA**: destroys old models, creates new ones *every cycle* — at 1/1000th the energy.

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  🧠 **KEY BREAKDOWNS**
  • **Orientation = the entire loop** (neuroscience + category theory proof)  
  • **Unfolding circumstances = affordances in 4D space-time** (Wardley Maps + spatial web)  
  • **Destruction & Creation = Active Inference** (FEP, Markov blankets, low-energy dominance)  
  • **Why Scrum fails, exploration wins** (knowledge *of* vs. knowledge *about*)  
  • **2026 AI forecast**: edge-device FEP agents, Verses AI, LLMs obsolete. 

💬 **QUOTE**
  > “LLMs are linear OODA. Active inference is *fractal* OODA. The difference? Real-time destruction and creation.” — **Ben Ford**

  ---
  🚀 **No Way Out Podcast** – Where Marines, AI devs, and systems thinkers decode dominance.  

  #OODA #AgenticAI #JohnBoyd #ActiveInference #FreeEnergyPrinciple
💬 **QUOTE**
  > “LLMs are linear OODA. Active inference is *fractal* OODA. The difference? Real-time destruction and creation.” — **Ben Ford**

 

Ben Ford (LinkedIn)

John R. Boyd's Conceptual Spiral was originally titled No Way Out. In his own words: 

“There is no way out unless we can eliminate the features just cited. Since we don’t know how to do this, we must continue the whirl of reorientation…”

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