Deterministic World Models
What happens when AI needs to give you more than a probable answer?
Generative AI has shown what probabilistic models can do with language, images and information. But for systems operating in areas like engineering, manufacturing, energy or healthcare, an answer that looks right may not be enough.
Join us for ThursTalks with Dr. Seth Dobrin, former Chief AI Officer of IBM and now Co-Founder & CEO of hevelius, as he explores a different approach: deterministic world models grounded in physics and designed for systems where outputs need to be reproducible, traceable and constrained by how the real world works.
Drawing on hevelius' work and two customer use cases, Seth will unpack how this approach differs from the AI systems we're familiar with today, how composable models can work together to represent complex systems, and where these architectures could open up new possibilities for organisations. We'll explore:
Probability vs Certainty: When is a probable answer good enough, and when does it become a problem?
World Models: What does it mean for AI to model how a real system behaves rather than simply generate an output?
Physics + AI: How can physical constraints and causal relationships be built into an AI system?
From Model to Application: What does this approach look like through real customer use cases?
Seth's sharing will be followed by an open Q&A, exploring what these approaches could mean for organisations thinking about the next phase of AI adoption.
More About the Speaker
Dr. Seth Dobrin is Co-Founder & CEO of hevelius, where he is building physics-grounded deterministic AI and world models for complex physical systems. He previously served as IBM's first Global Chief AI Officer, leading enterprise AI strategy and helping organisations translate AI into business outcomes while advancing responsible and trustworthy AI.
Originally trained as a geneticist, Seth holds a PhD in Molecular and Cellular Biology and began his career in genomics before moving into data, digital transformation and AI. His experience spans Monsanto, IBM, AI governance, venture building and advising organisations on the adoption and transformation opportunities created by AI.
More About The Series
ThursTalks is Lorong AI's curated dialogue series featuring 1 spotlight speaker/theme per session. Each session emphasizes focused perspectives, followed by an extended fireside chat or open discussion to encourage deeper understanding and meaningful exchange of ideas.
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