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Human-Centered AI • By Ben Shneiderman • Oxford University Press • 400 pages • ISBN: 978-0-19284529-0 • £20 / $25    About 20 years ago.Read now Shneiderman argues that AI should be no exception.

giving greater weight to ending the tedium of performing the same tasks over and over.book review: Retooling economics for a digital worldA Biography of the Pixel.software with no adaptability did what it was told according to instructions that had to be precisely right.

what we now call smart software tried to guess our intentions.when user interfaces shifted from requiring arcane.

precisely typed commands to directly manipulating the graphical icons everyone uses today.

is designing computer systems so they put the user at the centre.shutting the doors and windows and bringing the cats in after a warm late May day.

The algorithm and models are public.Other tools give you a live spectrogram.

using ssh to log onto my Pi and vi to edit the configuration.Thats allowed enthusiasts to build an open-source set of tools that turn a Pi into a bird identifying device thats able to sit there 24 hours a day.