In 1948, Rochester moved to IBM where he designed the IBM 701, the first general-purpose, mass-produced computer. He wrote the first symbolic assembler, which allowed programs to be written in short, readable commands rather than pure numbers or punch codes. He became the chief engineer of IBM's 700 series of computers.
Artificial intelligence
In 1955, IBM organized a group to study pattern recognition, information theory and switching circuit theory, headed by Rochester. Among other projects, the group simulated the behaviour of abstract neural networks on an IBM 704 computer. That summer John McCarthy, a young Dartmouth College mathematician, was also working at IBM. He and Marvin Minsky had begun to talk seriously about the idea of intelligent machines. They approached Rochester and Claude Shannon with a proposal for a conference on the subject. With the support of the two senior scientists, they secured $7,000 from the Rockefeller Foundation to fund a conference in the summer of 1956. The meeting, now known as the Dartmouth Conference, is widely considered the "birth of artificial intelligence." Rochester continued to supervise artificial intelligence projects at IBM, including Arthur Samuel's checkers program, Herbert Gelernter's Geometry Theorem Prover and Alex Bernstein's chess program. In 1958, he was a visiting professor at MIT, where he helped McCarthy with the development of Lisp programming language. The artificial intelligence programs developed at IBM began to generate a great deal of publicity and were featured in articles in both Scientific American and The New York Times. IBM shareholders began to pressure Thomas J. Watson Jr., the president of IBM, to explain why research dollars were being used for such "frivolous matters." In addition, IBM's marketing people had begun to notice that customers were frightened of the idea of "electronic brains" and "thinking machines". An internal report prepared around 1960 recommended that IBM end broad support for AI and so the company ended its AI program and began to aggressively spread the message that "computers can only do what they were told."
Later work
In the 1960s, Rochester continued to work at IBM, directing cutting edge research in cryogenics and tunnel diode circuits. By 1975 he was working at IBM Cambridge Research on the IBM Chord Keyboard. Later he joined IBM's Data Systems Division and developed programming languages and advanced computer science.
