🕒 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). […]
LLMs Vs Active Inference: Beyond the Language Game
AGI
Active Inference for Autonomous Agents: The First Principles of Web4
🕒 6 min readThe era of “brute-force” AI—scaling massive models on even more massive datasets—has reached a point of diminishing returns. To move toward truly Active Inference for […]
Beyond Reward: How Active Inference Closes AI’s “Grounded-Agency Gap”
🕒 2 min readThe world is captivated by the power of Large Language Models, but behind this impressive performance lies a growing problem. In his foundational paper, Dr. […]
A Blueprint for Web4: Deconstructing Friston’s “Ecosystems of Intelligence”
🕒 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
🕒 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 […]
From Theory to Reality: Active Inference is Being Validated and Deployed
🕒 2 min readFor years, Active Inference has been the most compelling framework for a true, biologically-plausible AGI. It explains how all living things, from a cell to […]
Active Inference: The “Grey Swan” Unifying Framework for Science and True AI?
🕒 3 min readA groundbreaking Italian academic article in Rivista AI presents a powerful vision for the future: the emergence of Active Inference as a unifying framework capable […]
Quantum Active Inference, Explained Simply
🕒 3 min readToday’s artificial intelligence is powerful, but it has a fundamental weakness. It’s brilliant at recognizing patterns from the past but often struggles with real-time planning […]
Quantum Consciousness: Federico Faggin, Free Will, and the Future of AGI
🕒 5 min readFederico Faggin, a name synonymous with technological revolution, isn’t just known for inventing the microprocessor or the touchpad. In recent years, he has embarked on […]
The Evolution of HyperCycle: Integrating Active Inference into the AGI Vision
🕒 2 min readAs the HyperCycle ecosystem matures, its technological foundation is expanding. While rooted in the pioneering AGI research of figures like Ben Goertzel, the network is […]
The Financial Times Agrees: Why Large Language Models Will Never Achieve AGI
🕒 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. […]
What is Inference, and Why Your Chatbot Isn’t Doing It
🕒 3 min readWe live in an age of incredible AI. Large Language Models (LLMs) like ChatGPT can write poetry, debug code, and summarize complex research papers in […]