
 Active Inference Insights Conor Heins ~ Active Inference Insights 019 ~ Collective Behaviour, Attention, Intelligence
 18 snips 
 Jun 18, 2024  Conor Heins, Senior ML Research Engineer, discusses collective behavior in complex systems, including emergence, social priors, and top-down causality. They explore mesmerizing biological phenomena like schools of fish and Starling Flocks, evolutionary pressures in the free energy principle, state-based vs path-based active inference, scene construction in inference, belief-free model selection, and the guest's learning journey in mathematics and physics. 
 Chapters 
 Transcript 
 Episode notes 
 1  2  3  4  5  6  7  8 
 Intro 
 00:00 • 3min 
 Exploring Causation, Emergence, and Collective Behavior in Complex Systems 
 02:46 • 17min 
 Exploration of Visually Mesmerizing Collective Behavior in Biology 
 19:53 • 2min 
 Exploration of Evolutionary Pressure, Animal Behavior, and Collective Motion in Bayesian Mechanics 
 21:28 • 4min 
 Exploring State-based vs. Path-based Active Inference 
 25:05 • 29min 
 Understanding Scene Construction in Inference 
 53:37 • 15min 
 Exploring Belief-Free Model Selection and the Concept of Free Energy in Active Inference 
 01:09:05 • 18min 
 Exploring the Guest's Learning Journey in Mathematics and Physics 
 01:27:32 • 2min 
