François Chollet: Measures of Intelligence | Lex Fridman Podcast #120
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Innate Priors
Understanding intelligence involves recognizing the innate priors that shape our perception of the world. explains that these priors include basic physics concepts like object interaction and occlusion, as well as the notion of agentness, where objects are perceived as having goals 1. These foundational elements are hardwired into our brains, enabling us to intuitively navigate our environment.
We are intuitively, innately able to do some basic counting and to compare quantities.
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This innate understanding extends to basic geometry and numbers, which are not cultural constructs but rather intrinsic capabilities 1.
Cognitive Tests
The cognitive foundations of intelligence are explored through various tests and frameworks. discusses the ARC challenge, a benchmark for fluid general intelligence, which encourages introspection on human problem-solving processes 2. This challenge highlights the recombination of core knowledge priors, prompting participants to reflect on their cognitive abilities.
As you solve ARC tasks as a human, you will be forced to basically introspect how you come up with solutions.
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Additionally, psychometrics is used to statistically analyze cognitive abilities, revealing correlations among different intelligence tests and providing insights into the structure of the human mind 3.