AI@50

2006 artificial Intelligence conference From Wikipedia, the free encyclopedia

AI@50, formally known as the "Dartmouth Artificial Intelligence Conference: The Next Fifty Years" (July 13–15, 2006), was a conference organized by James Moor, commemorating the 50th anniversary of the Dartmouth workshop which effectively inaugurated the history of artificial intelligence. Five of the original ten attendees were present: Marvin Minsky, Ray Solomonoff, Oliver Selfridge, Trenchard More, and John McCarthy.[1]

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While sponsored by Dartmouth College, General Electric, and the Frederick Whittemore Foundation, a $200,000 grant from the Defense Advanced Research Projects Agency (DARPA) called for a report of the proceedings that would:

  • Analyze progress on AI's original challenges during the first 50 years, and assess whether the challenges were "easier" or "harder" than originally thought and why
  • Document what the AI@50 participants believe are the major research and development challenges facing this field over the next 50 years, and identify what breakthroughs will be needed to meet those challenges
  • Relate those challenges and breakthroughs against developments and trends in other areas such as control theory, signal processing, information theory, statistics, and optimization theory.[2]

A summary report by the conference director, James Moor, was published in AI Magazine.[3]

  • James Moor, conference Director, Introduction
  • Carol Folt and Barry Scherr, Welcome[4]
  • Carey Heckman, Tonypandy and the Origins of Science

AI: Past, Present, Future

The Future Model of Thinking

The Future of Network Models

  • Geoffrey Hinton & Simon Osindero, From Pandemonium to Graphical Models and Back Again
  • Rick Granger, From Brain Circuits to Mind Manufacture

The Future of AI

The Future of Vision

  • Eric Grimson, Intelligent Medical Image Analysis: Computer Assisted Surgery and Disease Monitoring
  • Takeo Kanade, Artificial Intelligence Vision: Progress and Non-Progress
  • Terry Sejnowski, A Critique of Pure Vision

The Future of Reasoning

  • Alan Bundy, Constructing, Selecting and Repairing Representations of Knowledge
  • Edwina Rissland, The Exquisite Centrality of Examples
  • Bart Selman, The Challenge and Promise of Automated Reasoning

The Future of Language and Cognition

  • Trenchard More The Birth of Array Theory and Nial
  • Eugene Charniak, Why Natural Language Processing is Now Statistical Natural Language Processing
  • Pat Langley, Intelligent Behavior in Humans and Machines [7]

The Future of the Future

  • Ray Kurzweil, Why We Can Be Confident of Turing Test Capability Within a Quarter Century [8]
  • George Cybenko, The Future Trajectory of AI
  • Charles J. Holland, DARPA's Perspective

AI and Games

Future Interactions with Intelligent Machines

Selected Submitted Papers: Future Strategies for AI

Selected Submitted Papers: Future Possibilities for AI

  • Eric Steinhart, Survival as a Digital Ghost[13]
  • Colin T. A. Schmidt, Did You Leave That 'Contraption' Alone With Your Little Sister?[14]
  • Michael Anderson & Susan Leigh Anderson, The Status of Machine Ethics[15]
  • Marcello Guarini, Computation, Coherence, and Ethical Reasoning[16]

References

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