A system of different layers of abstraction for artificial intelligence

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A system of different layers of abstraction for artificial intelligence Alexander Serb, Themistoklis Prodromakis Univeristy of Southampton, UK The field of artificial intelligence (AI) represents an enormous endeavour of humankind that is currently transform ing our societies down to their very foundations. Its task, building truly intelligent systems , is underpinned by a vast array of subfields ranging from the development of new electronic components to mathematical formulations of highly abstract and complex reasoning. This breadth of subfields renders it often difficul t to understand how they all fit together into a bigger picture and hides the multi -faceted, multi -layered conceptual structure that in a sense can be said to be what AI truly is . In this perspective we propose a system of five levels /layers of abstraction that underpin many AI implementations . We further posit that each layer is subject to a complexity -performance trade -off whilst d...

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• [1] https://arxiv.org/abs/1907.10508