Goto

Collaborating Authors

 Country


A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence, August 31, 1955

AI Magazine

The 1956 Dartmouth summer research project on artificial intelligence was initiated by this August 31, 1955 proposal, authored by John McCarthy, Marvin Minsky, Nathaniel Rochester, and Claude Shannon. The original typescript consisted of 17 pages plus a title page. Copies of the typescript are housed in the archives at Dartmouth College and Stanford University. The first 5 papers state the proposal, and the remaining pages give qualifications and interests of the four who proposed the study. In the interest of brevity, this article reproduces only the proposal itself, along with the short autobiographical statements of the proposers.


What Do We Know about Knowledge?

AI Magazine

What Do We Know about Knowledge? In this article, I will examine the first of these questions. AI has been slow to embrace this principle. Programs demonstrating research ideas in AI are often too large and not well enough documented to allow replication or sharing. What I would like to in diverse conditions. I wish to clarify the knowledge example, it was pretty clearly articulated in Biblical principle and try to increase our understanding times: "A man of knowledge increaseth of what programmers and program strength" (Proverbs 24: 5). Greek philosophers based their lives on acquiring The "knowledge is power" principle is most and transferring knowledge. In the course closely associated with Francis Bacon, from his of teaching, they sought to understand the 1597 tract on heresies: "Nam et ipsa scientia nature of knowledge and how we can establish potestas est." ("In and of itself, knowledge is knowledge of the natural world. B," along with quantification, "All A's are B's," Euclid's geometry firmly established the concept In the intervening several centuries before Plato, Socrates's pupil and Aristotle's mentor, was the first to pose the question in writing of the Middle Ages and the rise of modern science what we mean when we say that a person in the West, He was distinguishing empirical knowledge, church to make new knowledge fit with established lacking complete certainty, from the certain dogma.


AI Meets Web 2.0: Building the Web of Tomorrow, Today

AI Magazine

Imagine an Internet-scale knowledge system where people and intelligent agents can collaborate on solving complex problems in business, engineering, science, medicine, and other endeavors. Its resources include semantically tagged websites, wikis, and blogs, as well as social networks, vertical search engines, and a vast array of web services from business processes to AI planners and domain models. Research prototypes of decentralized knowledge systems have been demonstrated for years, but now, thanks to the web and Moore's law, they appear ready for prime time. This article introduces the architectural concepts for incrementally growing an Internet-scale knowledge system and illustrates them with scenarios drawn from e-commerce, e-science, and e-life.


AI@50: We Are Golden!

AI Magazine

It is now mature enough to collaborate of a cybernetic meadow productively with its sister disciplines, where mammals and computers realizing the dream of ubiquitous computational live together in mutually intelligence. Several of AI's subdisciplines have wellestablished of our field, at Dartmouth College in 1956, is a They are practitioners while most of our failures are along the lines of achieving successful results later than of Kuhn's "normal" science--filling in boxes we had predicted in our youthful exuberance. Many of the philosophers who lectured us on Other parts of our field seem to be in a what we would never be able to achieve have state of perpetual revolution. Perhaps most gone strangely silent. All this struggle and cybernetics and pattern recognition; however, debate demonstrates the health of the field.


AI in the News

AI Magazine

The computer The articles collected for this special 82-85. "Lexington is the home of Massachusetts Bolitho and Dr. Martin Klein, who set a superintelligent electronic'brain' collage in 1956. Please note that: (1) an the machine to music, emphasized that which reduces to a bare minimum the human excerpt may not reflect the overall tenor of their accomplishment was'an experiment element in the complex problem of the article, nor contain all of the relevant of mathematical importance only.' It is tracking and destroying an attacking airplane. Science News more popularly known -- can sight the approach - Jon Glick, Webmaster, AI TOPICS Letter. "A gambling of an attacker, compute its course, As is now well known, in operation at the Bell Telephone Laboratories, kill.


(AA)AI More than the Sum of Its Parts

AI Magazine

This is a wonderful opportunity, yet a position is very hard to match in any other. The first AAAI conference was held at Stanford University; it was very much a research conference, a scientific event that generated a lot of excitement. The conference was small and intimate, with few parallel sessions. There were excellent opportunities for us to talk to one another. AAAI-80 gave real substance to the organization, clearly getting AAAI off on the right foot, and it gave new identity and cohesiveness to the field. This year--2006--has also been a big year, celebrating the 50th anniversary of the original meeting at Dartmouth College, where the name "artificial intelligence" first came into common use. Numerous events around the world, including a celebratory symposium at Dartmouth and an AAAI Fellows Symposium associated with AAAI-05, have marked this important milestone in the history of the field. Progress since our first AAAI conference has The First AAAI Conference was Held at Stanford University. While each year's results may have seemed incremental, when we look back over the entire period we see some truly amazing plate the big picture and, perhaps more importantly things. In job at DARPA), to identify gaps in our national hindsight this may no longer look so exciting computing research agenda. It also occurred to (purists will say that it was not an "AI" system me that that perspective was a very special that beat Garry Kasparov but rather a highly asset to use in drafting this presidential engineered special-purpose machine largely address. Looking forward from back then, no want to raise a broad issue and consider matter how Deep Blue actually worked, playing some larger questions regarding the nature of chess well was clearly an AI problem--in fact, a the field itself and the role that AAAI as an classical one--and our success was historic.


AI Crossword Puzzle

AI Magazine

Most, but not all, of the clues and answers relate to AI. An answer may be an acronym or an abbreviation even though not noted in the clue. Some liberties have been taken, but only because the puzzle is meant to be fun and interesting.


The Dartmouth College Artificial Intelligence Conference: The Next Fifty Years

AI Magazine

The development of improved languages and machines was essential. He offered tribute to many early pioneering activities such as J. C. R. Lickleiter developing time-sharing, Nat Rochester designing IBM computers, and Frank Rosenblatt working with Trenchard More was sent to the summer project for two separate weeks by the University of Rochester. Marvin Minsky, Claude Shannon, and never liked the use of "artificial" or It is interesting to speculate informed future work. The attendees of AI was launched not by agreement Dating the beginning of any movement did not come at the same time on methodology or choice of problems is difficult, but the Dartmouth and most kept to their own research or general theory, but by the Summer Research Project of 1956 is agenda. McCarthy emphasized that shared vision that computers can be often taken as the event that initiated nevertheless there were important research made to perform intelligent tasks.


AAAI's National and Innovative Applications Conferences Celebrate 50 Years of AI

AI Magazine

The celebration then moved to web and integrated intelligence, as on Artificial Intelligence and Boston where a huge turnout of AAAI well as the nectar and senior member the Nineteenth Innovative Applications fellows--from founding luminaries to papers, is a significant factor in this of Artificial Intelligence Conference 2006 fellow inductees--reported a trend." Senior member papers are a commemorated fifty years of great weekend meeting prior to the way to collect reflections about areas artificial intelligence research in AAAI conference full of discussions of work by leaders in the field.


A Personal Account of the Development of Stanley, the Robot That Won the DARPA Grand Challenge

AI Magazine

This article is my personal account on the work at Stanford on Stanley, the winning robot in the DARPA Grand Challenge. Between July 2004 and October 2005, my then-postdoc Michael Montemerlo and I led a team of students, engineers, and professionals with the single vision of claiming one of the most prestigious trophies in the field of robotics: the DARPA Grand Challenge (DARPA 2004). The Grand Challenge, organized by the U.S. government, was unprecedented in the nation's history. It was the first time that the U.S. Congress had appropriated a cash price for advancing technological innovation. My team won this prize, competing with some 194 other teams. Stanley was the fastest of five robotic vehicles that, on October 8, 2005, successfully navigated a 131.6-mile-long course through California's Mojave Desert. This essay is not about the technology behind our success; for that I refer the interested reader to recent articles on the technical aspects of Stanley. Instead, this is my personal story of leading the Stanford Racing Team. It is the story of a team of people who built an autonomous robot in record time. It is also a success story for the field of artificial intelligence, as Stanley used some state of the art AI methods in areas such as probabilistic inference, machine learning, and computer vision. Of course, it is also the story of a step towards a technology that, one day, might fundamentally change our lives.