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What the Cold Taught Us

  1. 01What the Cold Taught Us
  2. 02What failure teaches
  3. 03The assumptions that broke
  4. 04The problem with logic
  5. 05Knowledge is not rules
  6. 06The quiet work
  7. 07Connectionism returns
  8. 08Why the winters mattered
  9. 09Reinforce your understanding
  10. 10Question: assumptions
  11. 11Question: connectionism
  12. 12Question: legacy
  13. 13Quiz: answer
  14. 14The thaw
  15. 15Want to go deeper?

Module complete

Next: 04: Learning from Data

BackStart module 04

The winters didn't end AI. They ended a particular idea of what AI was supposed to be.

The researchers who stayed through the cold were working on something humbler: not machines that reasoned from , but machines that learned from examples. It was less elegant, harder to explain, and much harder to build. Decades passed before anyone outside the field noticed.

The next module picks up there, with the people who kept going, the idea they were testing, and why it eventually worked.

Citations