VERSES is a cognitive computing company building next-generation agentic software systems inspired by Nature.

Joined May 2022
The Spatial Web is not just tech, it’s a planetary nervous system awakening. The question is: will we weave it with fear, or with love? Podcast with @MahaultAlbarra1 and @DrSarahManski youtube.com/watch?v=IGybTm65… @Mindplex_AI @SingularityNET bgisummit.io
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🎥 The Future of AI: Active Inference Is Redefining Intelligence What if AI didn’t just predict words, but actually understood reality - like living organisms do? #ActiveInference #AI #ConsciousAI #Neuroscience #KarlFriston #FutureOfAI #EmbodiedAI youtu.be/mBv-ziRh0Ww?feature… – at Kuta, Indonesia
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Bitter Lesson 2.0 😇 "As AI has become a huge industry, to an extent it has lost its way. What is needed to get us back on track to true intelligence? We need agents that learn continually. We need world models and planning. We need knowledge that is high-level and learnable...."
I was happy to give a more technical talk on how we might create an AI at RLC-2025 and AGI-2025 (video below). The Oak Architecture: A Vision of Super-Intelligence from Experience As AI has become a huge industry, to an extent it has lost its way. What is needed to get us back on track to true intelligence? We need agents that learn continually. We need world models and planning. We need knowledge that is high-level and learnable. We need to meta-learn how to generalize. The Oak architecture is one answer to all these needs. It is a model-based RL architecture with three special features: 1) all of its components learn continually, 2) each learned weight has a dedicated step-size parameter that is meta-learned using online cross-validation, and 3) abstractions in state and time are continually created in a five-step progression: Feature Construction, posing a SubTask based on the feature, learning an Option to solve the subtask, learning a Model of the option, and Planning using the option’s model (the FC-STOMP progression). The Oak architecture is rather meaty; in this talk we give an outline and point to the many works, prior and contemporaneous, that are contributing to its overall vision of how super-intelligence can arise from an agent’s experience. youtube.com/live/XqYTQfQeMrE…
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Get ready for our next #InvestorSpotlight on June 9, featuring VERSES, an artificial intelligence company pushing the boundaries of machine learning. Join us as we hear from CEO Gabriel René about how VERSES enables businesses to harness the full potential of #AI. Register below!

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😄 Last week, Dr. Miguel de Prado, Senior Research Engineer and Technical Programme Director at @helloVERSES, represented dAIEDGE at the DSC Europe 2024. 💡 In his talk he shared: 🔹 #Solutions for more efficient and scalable #AI 🔹 #Insights on operating in complex environments 🔹 #Trends in continuous hashtag#learning for autonomous agents 👉 daiedge.eu/news/daiedge-data… ____________ ❗ Subscribe to our #NL: daiedge.us12.list-manage.com…
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Excited to advise our partner @helloVERSES in creating intelligence from real time sensor data, which I believe will be the next evolution in pursuit of a connected, smarter world [)-) verses.ai/press-2/verses-nam… #ai #analog #mixedreality #smartcities #edgecomputing
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The human brain operates on 20 watts. The current approach to AI doesn't just need a breakthrough, it requires an entirely different paradigm. Generative AI’s environmental costs are soaring — and mostly secret nature.com/articles/d41586-0…
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"The Year in AI" video: “Let's consider a new path to AGI and a better path for our future. One that goes beyond machines and algorithms grounded in physics and based on our deepest understanding of biological intelligence.” verses.ai/year-in-ai-2023-vi… #AGI #AI #VERSES
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The paper provides a proof of principle for this approach to model discovery, first by performing image classification on the well-known MNIST dataset, and moving to more challenging problems involving sprite-based visual disentanglement paradigm and the Tower of Hanoi 5/5
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IMO, the way that the agent works is really quite cool: the expected free energy pertaining to policies about how to grow or change the generative model reduces to a (constrained) mutual information, which then acts as a prior when we are inferring a new model 4/5
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The idea is to construct an active inference agent that also explores the space of possible models. Crucially, some of the actions of such an agent change the structure of the model, updating prior beliefs about models using expected free energy 3/5
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The paper presents an approach to structure learning from first principles, recasting the supervised learning problem (the problem of discovering the best discrete generative model for a given dataset) as a model selection problem in the active inference framework 2/5
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🚨 SPACE IS NOW LIVE, with #ad We are NOW LIVE, sponsored by Verses AI, discussing AI and finance! We'll be discussing AI, & its tech & finance! Listen to: @AlexReibman @GReal1111 @erikbryn @HBCoop_ @stewfortier @aisolopreneur Join: xitter.cf/i/spaces/1rmxPMdrvwDKN…
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Would not be surprised if OpenAI discontinues the ChatGPT Plugins feature.
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A new kind of AI that’s modeled after the brain, led by Dan Mapes and VERSES AI. No reprogramming, if self evolves on its own. Releasing to the public in Q1 of next year. 🧠 #NYtechweek – at Manhattan, NY
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“Conscious AI is coming. There’s no stopping it. If not us, who? if not now, when? We need to be the best in the world at AI.” - Dan Mapes, CEO at VERSES AI. #NYtechweek – at Manhattan, NY
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We finally got it uploaded! Sorry for the delay - youtube.com/watch?v=bL00-jtR… Premiering now. @mjdramstead
youtube.com/watch?v=Rlk0NFiV… We are going live in 30 mins with @mjdramstead Prof Karl Friston and Prof Chris Buckley @drclbuckley to discuss active learning, enactivism and structure learning
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We discuss the free energy principle and active inference with one of the leading lights in the field - Dr. Maxwell Ramstead @mjdramstead from @VERSESAI youtube.com/watch?v=8qb28P7k… with @DoctorDuggar on interview duties
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