On the Measure of Intelligence
A 2019 paper by François Chollet that defines intelligence as a system's capacity to efficiently acquire new skills given as little prior information as possible, and introduces the ARC benchmark framework as a means of operationalizing and evaluating this definition.
Timeline (last 90 days)
The paper defines intelligence as a system's ability to efficiently acquire new skills while being exposed to as little prior information as possible.
In his 2019 paper "On the Measure of Intelligence," Chollet defined four categories of core prior knowledge inspired by Elizabeth Spelke's core cognition research: objectness, goal-directedness, quantity and counting, and basic geometry and topology.
François Chollet published the paper "On the Measure of Intelligence" in 2019, criticizing the mainstream practice of using task-specific performance as a measure of intelligence.
All Facts (3)
The paper defines intelligence as a system's ability to efficiently acquire new skills while being exposed to as little prior information as possible.
50%UnverifiedIn his 2019 paper "On the Measure of Intelligence," Chollet defined four categories of core prior knowledge inspired by Elizabeth Spelke's core cognition research: objectness, goal-directedness, quantity and counting, and basic geometry and topology.
50%UnverifiedFrançois Chollet published the paper "On the Measure of Intelligence" in 2019, criticizing the mainstream practice of using task-specific performance as a measure of intelligence.
50%