“We’re optimistic that RGMs are a strong contender for replacing deep learning, reinforcement learning, and generative AI.” - Hari Thiruvengada, CTO, VERSES AI
A list of materials that gives you the necessary background to understand the full Free Energy Principle (and Active Inference), which also functions as a reasonably complete map of the territory so that people can quickly see what the field encompasses and how the parts relate. Our syllabus should cater to the kinds of people who end up interested in the FEP, so should include different starting points and different levels of technical detail.
Introduces a novel Active Inference architecture that accelerates learning in low-data environments by embedding object-centric priors and modeling sparse object-object interactions. Unlike traditional Active Inference models designed for single domains, AXIOM (Active eXpanding Inference with Object-centric Models) generalizes across tasks by learning from individual events and refining its structure through Bayesian model growth and reduction. It achieves human-level data efficiency, mastering tasks within 10,000 interactions, while avoiding the high data demands and poor generalization typical of deep reinforcement learning.
The convergence of two groundbreaking technologies is reshaping how we think about AI, automation, and intelligent systems, affecting every industry across the globe. Here’s what you need to know now:The convergence of two groundbreaking technologies is reshaping how we think about AI, automation, and intelligent systems, affecting every industry across the globe. Here’s what you need to know now:
In a panel hosted by the Financial Times at the World Economic Forum in Davos, Switzerland, two of the biggest names in artificial intelligence — Dr. Karl Friston of VERSES AI, and Dr. Yann LeCun of Meta — discussed their aligned, yet contrasting visions for the future of AI, with Friston proclaiming, “Deep Learning is Rubbish,” with Yann LeCun asserting, “The future of AI is non-generative.”
Computing is changing on every basic and fundamental level. Generative AI is one piece of that computing puzzle. It’s a massive tool in this next era, but it’s not the framework for the computing, itself. What VERSES is building IS that framework.
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