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The bottleneck of current AI is simple: the techniques we use are still predicated on pattern memori...
By @fchollet
82 score
AI Analysis
François Chollet argues current AI's bottleneck is pattern memorization and retrieval: AI can't yet autonomously decide which patterns to learn in an open-ended way, making it still a reflection of human cognition rather than its own autonomous intelligence.
The bottleneck of current AI is simple: the techniques we use are still predicated on pattern memorization and retrieval, and thus they need *someone* to tell them which patterns to memorize (training data, RL envs...)
That role cannot yet be played by AI in a truly open-ended and autonomous way. We can't yet remove the humans in the loop. In that sense, current AI is still purely a reflection of human cognition (both in terms of which tasks/goals it pursues and the patterns it uses to solve th
AI_limitationsAI_research_philosophypattern_memorizationautonomous_AIhuman_in_the_loop