Accounting for the Neglected Dimensions of AI Progress

2 Jun 2018Fernando Martínez-PlumedShahar AvinMiles BrundageAllan DafoeSean Ó hÉigeartaighJosé Hernández-Orallo

We analyze and reframe AI progress. In addition to the prevailing metrics of performance, we highlight the usually neglected costs paid in the development and deployment of a system, including: data, expert knowledge, human oversight, software resources, computing cycles, hardware and network facilities, development time, etc... (read more)

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