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Ability to solve novel problems with little experience. Skill acquisition efficiency. On the Measure of Intelligence, François Chollet https://arxiv.org/abs/19
by visarga 5y ago
Ability to solve novel problems with little experience. Skill acquisition efficiency.
On the Measure of Intelligence, François Chollet
https://arxiv.org/abs/1911.01547 https://arxiv.org/abs/1911.01547
- bo1024 5y agoThat's not really compatible with the history of AI, where designing systems to solve a problem has traditionally been considered in scope. Seems that, like many people, Chollet wants to think of AI in terms of AGI (artificial general intelligence).
- visarga 5y agoYes, that's what he focuses on. General intelligence, not narrow task-related intelligence. If a system uses too much experience (training samples) to learn a task then it's not intelligent. It just brute forces the problem. Intelligence requires quick learning from very little experience.