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Sensor fusion? Absolutely required. Also, I think "AI Fusion" is needed, where different AI approaches evaluate a situation. Maybe a supervisor DNN AI which
by GeorgeTirebiter 7y ago
Sensor fusion? Absolutely required. Also, I think "AI Fusion" is needed, where different AI approaches evaluate a situation. Maybe a supervisor DNN AI which is looking at the output from the AIs below, inferring patterns.
DNNs (alone) are incapable of Level 5. OTOH, it's conceivable that in this limited domain, a "Society of AIs" might yield 'acceptable' performance ( 1K deaths per year? ).
I would also like to see a given driving system rated at maximum speed for autonomous use. If you're moving at 5 MPH and your stopping distance (reaction time + coming to a stop) is 5 feet, then your 'Zone of Despair' is the 5 feet in front of you (and some on either side). If you absolutely know this Zone is clear, you can proceed with confidence.
It's a hellishly difficult problem; but I don't think it requires AGI to solve 'adequately'.