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The Summer Everything Seemed Possible

  1. 01The Summer Everything Seemed Possible
  2. 02The summer of the big bet
  3. 03The word they invented
  4. 04The Logic Theorist
  5. 05What the program was actually doing
  6. 06Memory Card
  7. 07Intelligence as search
  8. 08See it for yourself
  9. 09Where search breaks down
  10. 10The size of the problem
  11. 11Just the shape
  12. 12The optimism trap
  13. 13What they got right
  14. 14Reinforce your understanding
  15. 15Question: Logic Theorist
  16. 16Question: The greedy trap
  17. 17Question: The hidden scale
  18. 18Quiz: answer
  19. 19The door was open
  20. 20Want to go deeper?
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Module II

Can Machines Think?

Chapter II

The Summer Everything Seemed Possible

In this chapter

  • The Dartmouth conferencewho was there and what they believed
  • The Logic Theorista machine that proved mathematical theorems
  • What those programs were actually doingsearch, symbols, rules
  • Why the optimism was understandable, and wrong

There is a particular kind of optimism that only exists at the beginning of something.

Before the hard problems reveal themselves. Before the gap between what seemed possible and what actually is becomes clear. When the first results are coming in and everything still feels like it's pointing in one direction.

In the mid-twentieth century, a small group of researchers had that feeling about artificial intelligence. The early signs looked real. Machines were doing things that had never been done before, and doing them in ways that felt close to reasoning. The question wasn't whether it would work. The question was how long it would take.

That confidence wasn't foolishness. It was the natural response to seeing something real. The problem was that the easy problems had yielded so quickly, it was hard to see that the hard ones were of a completely different kind.

This chapter is about that gap: between a promising beginning and an honest accounting of what it would actually take. Between a foothold on a cliff and a map of how tall the cliff really is.

Citations