Coverart for item
The Resource Rebooting AI : building artificial intelligence we can trust, Gary Marcus and Ernest Davis

Rebooting AI : building artificial intelligence we can trust, Gary Marcus and Ernest Davis

Label
Rebooting AI : building artificial intelligence we can trust
Title
Rebooting AI
Title remainder
building artificial intelligence we can trust
Statement of responsibility
Gary Marcus and Ernest Davis
Creator
Contributor
Author
Subject
Language
eng
Summary
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 trustin 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
Cataloging source
DLC
http://library.link/vocab/creatorName
Marcus, Gary
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
Q335
LC item number
.M368 2019
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Davis, Ernest
http://library.link/vocab/subjectName
Artificial intelligence
Label
Rebooting AI : building artificial intelligence we can trust, Gary Marcus and Ernest Davis
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 209-262) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Mind the gap -- What's at stake -- Deep learning, and beyond -- If computers are so smart, how come they can't read? -- Where's Rosie? -- Insights from the human mind -- Common sense, and the path to deep understanding -- Trust
Dimensions
25 cm
Edition
First edition.
Extent
273 pages
Isbn
9781524748258
Lccn
2019005842
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • on1114289236
  • (OCoLC)1114289236
Label
Rebooting AI : building artificial intelligence we can trust, Gary Marcus and Ernest Davis
Publication
Bibliography note
Includes bibliographical references (pages 209-262) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Mind the gap -- What's at stake -- Deep learning, and beyond -- If computers are so smart, how come they can't read? -- Where's Rosie? -- Insights from the human mind -- Common sense, and the path to deep understanding -- Trust
Dimensions
25 cm
Edition
First edition.
Extent
273 pages
Isbn
9781524748258
Lccn
2019005842
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • on1114289236
  • (OCoLC)1114289236

Library Locations

Processing Feedback ...