Scientists Discuss The Science of Perception & AI
October 19, 2024
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57:05Now PlayingScientists Discuss The Science of Perception & AI
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as posted by the channelAre we all living in a simulation inside our brains? Neil deGrasse Tyson and co-hosts Chuck Nice and Gary O’Reilly learn about the root of perception, if AI really is intelligent, and The Free Energy Principle with theoretical neuroscientist Karl Friston.
Discover the Free Energy Principle as a framework for understanding how the brain self-organizes and minimizes uncertainty about the world. Does the brain keep an internal model of the world that it continues to update? How does this principle relate to perception, decision-making, and the human experience? How does our brain, a blob of neurons locked inside a skull, make sense of the chaotic data it receives from the world?
Friston introduces us to "Active Inference," the application of this principle, explaining how the brain samples the environment and updates its beliefs to create a cohesive understanding of reality. He discusses how psychiatric disorders, like schizophrenia, can arise when there’s a mismatch between the brain’s internal model and external reality, and how this theory could one day help explain and treat these conditions.
We explore how these ideas from neuroscience can be used in artificial intelligence and large language models, discussing the limits of machine learning. Can AI truly possess intelligence? Or is it merely following pre-programmed paths, unable to build the complex internal models humans use to navigate the world? Can AGI– artificial general intelligence– ever be achieved in a machine? What do we even mean when we say AGI? Does an objective reality even exist?
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