Spatial Web + Active Inference: Beyond LLMs | Dan Mapes
No Way Out
Decentralization and Hyperlocal AIs
Dan emphasizes decentralization: hyperlocal AIs for different regions and domains connected by protocols like websites.
🌐 **Spatial Web + Active Inference = Intelligent Planet**
Dan Mapes (Versus AI, Spatial Web Foundation) joins *No Way Out* to **destroy LLM myths** and reveal **FEP-powered 3D web**
What if the web didn’t just host pages—it hosted intelligence? We sit down with Dan Mapes, director of the Spatial Web Foundation and co-founder of Verses AI, to unpack how a shared protocol, digital twins, and Active Inference could turn today’s internet into a living, learning fabric that understands space, time, and context. Instead of one giant model, imagine thousands of expert AIs—cardiology, ports, power grids—each built by domain leaders, all interoperable and discoverable like websites. That’s not hype; it’s a shift from a 2D information web to a 3D web of intelligence.
We explore Karl Friston's Free Energy Principle and Active Inference with real-world stakes: energy efficiency closer to brains than data centers, autonomous decisions that don’t break when the world changes, and robotics that adapt without million-dollar pre-training. Dan explains how world models evolve through sensing and action, why protocols matter more than monoliths, and how decentralization enables hyper‑local solutions that still plug into a global network. From OODA to flow, meditation to geometry, we con
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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John Boyd’s Conceptual Spiral was originally titled “No Way Out.” In his 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…”
Download a complete transcript of Conceptual Spiral for free by clicking here.
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