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IAS Seminar "Can AI pass the exam for human pilots?"

begin
06 May 2019 09:30
end
06 May 2019 10:30
venue
Jülich Supercomputing Centre, Rotunda, building 16.4, room 301
Speaker:
Dr. Luuk van Dijk, Daedalean AG, Zürich, Switzerland
Abstract:
It is beginning to look feasible to build computer systems that outperform the human pilot on all tasks in the cockpit, including creative ones like making the judgement call ’can I land here?’ based on visual input. The next interesting challenge then becomes to prove these AI applications are safe to the incredibly high standards of airworthiness, where acceptable fault rates of 10-9 per flight
hour at the system level are not uncommon. We propose to approach aerospace certification by systematically identifying and bounding uncertainty in the design and application of deep convolutional neural networks and present some methods of engineering to meet those bounds.
Date:
Monday, 6 May 2019, 09:30
Venue:
Jülich Supercomputing Centre, Rotunda, building 16.4, room 301

Luuk van Dijk was invited by Prof. Kristel Michielsen (JSC).


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