Not a statement about deep learning; this is from Mueller et al 2007.
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"[...] AI research has hit a wall in its quest to develop truly intelligent agents: although agents can be engineered to perform exceedingly well at specific tasks, they are typically quite brittle, unable to deal with unforeseen situations and unable to learn from others."
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Obstacle will appear. Courses will be corrected.
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Maybe more research on RL multi agents could help in future.
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IMHO Reinforcement learning (deep or not) is the key. A formalized field dedicated to encapsulate our willingness to explore novelty
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That is for the next wave. First wave in 1980s was expert system. Second wave are in is automating routine tasks. Third wave will get us there. perhaps after 2030??? Would you agree!
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From the evolution speed of discussion here on Twitter even in the last month... We're much closer than 2030
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A way will be made, no question.
Must reframe the incentives in the heads of generalists; I feel little apart from duty and goodwill...But I'm a poor self-agent.
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Intellectual Teleology : purposeful behavior w material & final causes - cognitive intake of informational data - written, audio, visual, for assimilation of intelligence as acquired for/by each person's chosen ends, relative to perspective on such knowledge.pic.twitter.com/p0xsb6nQHz
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