Submitted by Akimbo333 t3_10easqx in singularity
Nervous-Newt848 t1_j4thiis wrote
Process, Decide, and Learn should all be in RED
Processing is very inefficient and expensive, Decision making is known to be very low in numerous research papers, and Learning is also inefficient and expensive which can only happen manually server-side(Training and Fine tuning)
See and Movement should be in YELLOW
Visual recognition and industrial robotics (FANUC, Boston Dynamics) are very accurate right now
Other than that pretty accurate
Processing and Learning can become very inexpensive with neuromorphic computing.
Basically a new hardware architecture. The current Von Neumann architecture is inefficient when it comes to electricity. Learning could even practically happen in realtime.
Decision making will improve drastically with a neural network architecture change, basically a software change. Something needs to be added to the architecture, scaling up wont improve this much
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