When David Marr at MIT moved into computer vision, he generated a lot of excitement, but he hit up against the problem of knowledge representation; he had no good representations for knowledge in his vision systems.
"HAL's Legacy: 2001's Computer As Dream and Reality". Book by David G. Stork, 1997.