๐ 5 min readWhy Active Inference, Not LLMs, Is the Real Path to AGI in Web4 We are living in the age of the Large Language Model (LLM). […]
Karl Friston
Apathy as a Failure of Active Inference: New Research Re-Frames the Condition
๐ 3 min readApathy is one of the most misunderstood and devastating symptoms in neurological disorders. It’s often dismissed as a “choice” – a personal failing of low […]
A Blueprint for Web4: Deconstructing Friston’s “Ecosystems of Intelligence”
๐ 5 min readThe internet is on the cusp of its next great evolution. We’ve moved from the static pages of Web1 to the social, interactive platforms of […]
The “I Told You So” Moment: Yann LeCun Validates the Problem, But Still Needs Active Inference for the Solution
๐ 3 min readThe AI world was just hit by an earthquake. Yann LeCun, a “Godfather of AI” and Meta’s Chief AI Scientist, is leaving the company to […]
A Tapestry of Fantasies: How Active Inference Builds Your Reality
๐ 3 min readWhat if the world you see, hear, and feel isn’t a direct copy of reality? What if it’s a ‘tapestry of predictions and fantasies,’ as […]
The Financial Times Agrees: Why Large Language Models Will Never Achieve AGI
๐ 2 min readThe question of why LLMs will never achieve AGI is rapidly moving from a niche academic debate to a central topic in the tech world. […]





