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Rebooting AI : Building Artificial Intelligence We Can Trust
Marcus, Gary; Davis, Ernest
Two leaders in the field offer a compelling analysis of
the current state of the art and reveal the steps we must take to
achieve a truly robust artificial intelligence.
Despite
the hype surrounding AI, creating an intelligence that rivals or
exceeds human levels is far more complicated than we have been led to
believe. Professors Gary Marcus and Ernest Davis have spent their
careers at the forefront of AI research and have witnessed some of the
greatest milestones in the field, but they argue that a computer beating
a human in Jeopardy! does not signal that we are on the
doorstep of fully autonomous cars or superintelligent machines. The
achievements in the field thus far have occurred in closed systems with
fixed sets of rules, and these approaches are too narrow to achieve
genuine intelligence.
The real world, in contrast, is wildly
complex and open-ended. How can we bridge this gap? What will the
consequences be when we do? Taking inspiration from the human mind,
Marcus and Davis explain what we need to advance AI to the next level,
and suggest that if we are wise along the way, we won’t need to worry
about a future of machine overlords. If we focus on endowing machines
with common sense and deep understanding, rather than simply focusing on
statistical analysis and gatherine ever larger collections of data, we
will be able to create an AI we can trust—in our homes, our cars, and
our doctors’ offices. Rebooting AI provides a lucid, clear-eyed
assessment of the current science and offers an inspiring vision of how
a new generation of AI can make our lives better.
Kustantaja: Penguin
Sidosasu: Pehmeäkantinen
ean: 9780525566045
Ilmestymisvuosi: 2020
Kirjastoluokka: 61
Hyllypaikka (Sivullinen kirjakauppa): UK1
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