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Yet, there's currently no program that can solve a *new* ARC task. Such a program would be an incredible breakthrough in artificial intelligence. The ability to look at a new ARC task and come up with a solution program is, as of yet, uniquely human.
A task-specific solution program has no intelligence of its own. It's merely the output artifact of the process of intelligence. "Intelligence" is what happens in the mind of the 5-year-old kid who, looking at a *new* task, understands it and develops a solution protocol.
The single biggest misconception in AI is the confusion b/t unintelligent output artifacts (skill programs) & the process that generates them. "Artificial intelligence" has been focusing purely on task-specific automation, entirely disregarding intelligence. Time to change that.
Doesn't this argument apply to the 5-year-old also? It has no intelligence that wasn't placed there by evolution? Let's rather say that dealing with novelty is a central challenge for AI that is beyond current capabilities
Yes... And then to define 'novelty'... :) To be honest, all this seems just words and claims around fuzzy intuitions about what 'intelligence' is supposed to be. Sure let's investigate programs that can solve various tasks, but that hardly seems like a huge insight...?
Can very young children (probably younger than 5) solve ARC tasks? If not, does that imply the need for additional knowledge priors? (which in humans might be learned or develop later innately)
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