All topics / cognition
Topic
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Cognition
4
episodes
4
thinkers
8h
of conversation
11
books & papers
9
terms defined
The neighbourhood: cognition and the ideas it travels with. Drag to roam, click a star for the episode, click a neighbour to travel.
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The lexicon
Every term the guests lean on, in plain language. Read one in full, or filter to find it.
What the corpus says
The throughline across every conversation that touches this idea.
Jay McClelland argues that neural networks provide a framework for understanding human cognition by mimicking biological processes.
Jay McClelland · Jay McClelland: Neural Networks and the Emergence of Cognition
The concept of punctuated equilibrium suggests that human cognitive evolution may have involved sudden leaps rather than gradual changes.
Jay McClelland · Jay McClelland: Neural Networks and the Emergence of Cognition
Semantic dementia illustrates the emergent nature of cognition, where higher-level cognitive functions deteriorate progressively.
Jay McClelland · Jay McClelland: Neural Networks and the Emergence of Cognition
The backpropagation algorithm, developed by Rumelhart and Hinton, revolutionized neural network training by enabling error correction across multiple layers.
Jay McClelland · Jay McClelland: Neural Networks and the Emergence of Cognition
McClelland criticizes the current biomedical model of psychiatry, arguing it has not significantly advanced mental health treatment.
Jay McClelland · Jay McClelland: Neural Networks and the Emergence of Cognition
Francois Chollet sees intelligence as the ability to generalize efficiently to new situations, beyond prior knowledge.
Francois Chollet · François Chollet: Measures of Intelligence
The ARC test, developed by Chollet, benchmarks fluid intelligence by using tasks requiring core knowledge priors without external information.
Francois Chollet · François Chollet: Measures of Intelligence
Chollet argues that language is an operating system for the mind, not fundamental to cognition itself.
Francois Chollet · François Chollet: Measures of Intelligence
Current AI models, like GPT, primarily perform pattern matching rather than true reasoning, limited by data quality.
Francois Chollet · François Chollet: Measures of Intelligence
Chollet critiques the Turing test as outsourcing intelligence measurement to human judges, limiting its utility.
Francois Chollet · François Chollet: Measures of Intelligence
Melanie Mitchell critiques the term 'artificial intelligence' as misleading, preferring 'complex information processing.'
Melanie Mitchell · Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
Deep learning lacks the ability to prioritize relevant features, limiting its understanding of concepts like a paddle or a ball in games.
Melanie Mitchell · Melanie Mitchell: Concepts, Analogies, Common Sense & Future of AI
Voices on cognition
12 standout quotes from across the corpus.
Go read
11 books and papers cited across these episodes.
For the specialist
What experts find new
8 expert-level takeaways for a specialist reader.
At the frontier
Still unresolved
6 open questions flagged across these conversations.
The thinkers
Who takes this idea on, by how often they return to it.
