

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