000 a
999 _c30328
_d30328
008 220224b xxu||||| |||| 00| 0 eng d
020 _a9780525566045
082 _a006.3
_bMAR
100 _aMarcus, Gary
245 _aRebooting AI : building artificial intelligence we can trust
260 _bVintage Books,
_c2019
_aNew York :
300 _a273 p. ;
_bill.,
_c21 cm
365 _b16.95
_cUSD
_d78.10
504 _aIncludes bibliographical references and index.
520 _aDespite 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.
650 _aArtificial intelligence
650 _aDeep Learning
650 _aRobot
650 _a Alexa
650 _a Cognitive computing
650 _aGoogle Assistant
650 _aHybrid systems
650 _aImage labeling
650 _aInnate knowledge
650 _aKnowledge representation
650 _aNeural networks
650 _aObject recognition
650 _aEcho chamber effect
650 _aDeepMind
650 _a Autopilot
700 _aDavis, Ernest
942 _2ddc
_cBK