Within a Generation . . . the Problems of Creating Artificial Intelligence Will Be Substantially Solved

Marvin Minsky? Herbert A. Simon? Apocryphal?

Dear Quote Investigator: A top researcher in computer science in the 1960s contended that the problem of building machines with artificial intelligence (AI) would be largely solved within a generation. A statement of this type has been attributed to Marvin Minsky of the Massachusetts Institute of Technology. Would you please help me to find a citation?

Quote Investigator: In 1967 Marvin Minsky published “Computation: Finite and Infinite Machines” which included the following passage: 1

Today we have the beginnings: machines that play games, machines that learn to play games; machines that handle abstract — non-numerical — mathematical problems and deal with ordinary-language expressions; and we see many other activities formerly confined within the province of human intelligence. Within a generation, I am convinced, few compartments of intellect will remain outside the machine’s realm—the problems of creating “artificial intelligence” will be substantially solved.

Below are additional selected citations in chronological order.

Continue reading Within a Generation . . . the Problems of Creating Artificial Intelligence Will Be Substantially Solved

Notes:

  1. 1967, Computation: Finite and Infinite Machines by Marvin L. Minsky (Professor of Electrical Engineering, Massachusetts Institute of Technology), Chapter 1: Physical Machines and Their Abstract Counterparts, Section 1.0: What Is a Machine?, Quote Page 2, Prentice-Hall Inc., Englewood Cliffs, New Jersey. (Verified with scans)

Machines Will Be Capable, Within Twenty Years, of Doing Any Work That a Man Can Do

Herbert A. Simon? Hubert L. Dreyfus? Raymond Kurzweil? Apocryphal?

Dear Quote Investigator: The field of artificial intelligence (AI) has achieved several remarkable triumphs in recent years. For example, in 2017 the number one ranked Go player in the world was beaten by a computer program called AlphaGo.

Yet, the progress of AI has been much slower than its top researchers predicted. The Nobel-prize winning economist Herbert A. Simon was an influential pioneer in the exploration of AI. Apparently, in the 1960s Simon stated that computers would be capable of doing any tasks that humans could perform within twenty years. Would you please help me to find a citation?

Quote Investigator: In 1960 Herbert A. Simon published “The New Science of Management Decision”, and he did assert that computer systems would achieve extraordinarily broad capabilities within two decades, i.e., by 1980. Interestingly, he did not believe that these systems would displace all human labor because computers at that time were very expensive: 1

Technologically, as I have argued earlier, machines will be capable, within twenty years, of doing any work that a man can do. Economically, men will retain their greatest comparative advantage in jobs that require flexible manipulation of those parts of the environment that are relatively rough—some forms of manual work, control of some kinds of machinery (e.g., operating earth-moving equipment), some kinds of nonprogrammed problem solving, and some kinds of service activities where face-to-face human interaction is of the essence.

Below are additional selected citations in chronological order.

Continue reading Machines Will Be Capable, Within Twenty Years, of Doing Any Work That a Man Can Do

Notes:

  1. 1960, The New Science of Management Decision by Herbert A. Simon (Professor of Administration, Graduate School of Industrial Administration, Carnegie Institute of Technology), Chapter: Organizational Design: Man-Machine Systems for Decision Making, Lecture III, Date: April 7, 1960, Quote Page 38, Harper & Row, New York. (Verified with scans)