Prof. Nick Chater - The Language Game (Part 1)

Published in 1878, 'Anna Karenina' is a novel by Leo Tolstoy that delves into the complexities of Russian society in the late 19th century. The story centers around the extramarital affair between Anna Karenina, a married socialite, and Count Alexei Kirillovich Vronsky, which scandalizes the social circles of Saint Petersburg. The novel also follows the parallel story of Konstantin Levin, a wealthy landowner, and his struggles with marriage, faith, and managing his estate. Tolstoy explores a wide range of themes including love, loyalty, betrayal, hypocrisy, and the differences between rural and urban life. The novel is known for its detailed character development and its profound commentary on the human condition.

The Lord of the Rings, written by J.R. R. Tolkien, is an epic high fantasy novel set in Middle-earth. The story follows Frodo Baggins, a hobbit who inherits the One Ring from his uncle Bilbo. The Ring, forged by Sauron, holds the power to control all other Rings of Power and must be destroyed in the fires of Mount Doom to prevent Sauron's return. Frodo is joined by a fellowship of other characters, including Gandalf the Grey, Samwise Gamgee, Aragorn, Legolas, Gimli, and Boromir, as they embark on a dangerous quest across Middle-earth. The novel explores themes of good vs. evil, the corrupting influence of power, and the struggle between fate and free will.

This book, written by Dr. Sanjeev Namjoshi, delves into the Active Inference framework and the Free Energy Principle (FEP). It explains how these frameworks describe how biological and artificial systems maintain stability by minimizing uncertainty about their environment. The book covers the theoretical foundations, including Bayesian mechanics and variational free energy minimization, and discusses the practical applications of Active Inference in perception, learning, attention, planning, and decision-making. It contrasts Active Inference with traditional machine learning approaches, highlighting its natural capacity for exploration and curiosity through epistemic value.

In 'The Extended Mind: The Power of Thinking Outside the Brain,' Annie Murphy Paul argues that our minds are not confined to the brain but extend into our bodies, surroundings, and social relationships. The book explores embodied, situated, and distributed cognition, providing practical advice on how to think better by utilizing 'extra-neural' resources such as bodily sensations, physical spaces, and the minds of others. Paul draws on research from neuroscientists, cognitive scientists, and psychologists, as well as examples from artists, scientists, and leaders who have successfully used these mental extensions to solve problems and create new works.

This textbook provides an authoritative introduction to Bayesian cognitive science, offering a unifying theoretical perspective on how the mind works. It covers key mathematical ideas, advanced topics, and applications, making it suitable for advanced undergraduate and graduate students and researchers interested in cognitive science and artificial intelligence.