PPRuNe Forums - View Single Post - Airbus pitches pilotless jets -- at Le Bourget
Old 19th Jun 2019, 07:35
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CurtainTwitcher
 
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Originally Posted by futurama
That's my whole point.
This is exactly what computers are good for.
What exactly are they good at? The leading type of AI, neural nets are exceptional of taking a closed problem and solving it eg AlphaGo and AlphaGo Zero
(AGZ). However, these problems were not solved on the fly, they took extensive computational resources to generate it's own training data in the case of AGZ it was a 40 day process simulating playing itself to generate the dataset.

However, neural nets need extensive clean training data, either from the real world or by simulation. There was no extensive corpus of air returns with double engine damage for A320's unlike the millions of recorded games of Go for Alpha Go training. Even Sully's effort represents a single instance that is effectively useless for future algorithmic training. Billions of simulations would be necessary just to replicate & solve this exact scenario on this day. For self driving cars they actually model intersections and do billions of simulations to generate the training data to enable self driving: Inside Waymo's Secret World for Training Self-Driving Cars.

There are many things that computers can do exceptionally better than humans, but solving novelty is not one of them using the current leading AI technology.
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