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If I understand your point, I'd suggest that it may apply best to the use of DL for low level AI -- seeing, hearing/generating speech, and recognizing/ navigati
by randcraw 10y ago
If I understand your point, I'd suggest that it may apply best to the use of DL for low level AI -- seeing, hearing/generating speech, and recognizing/ navigating/ interpreting complex signals of other kinds. There classification is secondary to modeling the many subsymbolic facets endemic to raw analog signals.
I suspect DL will eventually settle into a less vaunted role in the historical saga of AI than it portends now. And that role may well be the 'grounding' of sensory experience -- the modeling of the world into something perceptually and cognitively manageable, like Plato's shadows on a cave wall.
- jonathankoren 10y agoThis problem is deeper (HA!) than trying to apply a computer algorithm. It's a labeling problem. It's an interpretation problem. It's a human problem.