The History of AI - what can we learn from the past?
summary
A concise timeline from the 1956 workshop that coins Lisp and frames questions about knowledge representation, planning and perception, through Shakey (1972) the first self‑driving robot, to machine translation failures that trigger AI winters and funding cuts. A 2012 ImageNet‑style experiment feeds 100 million YouTube frames for a week and discovers thousands of objects without expert rules. Game breakthroughs include AlphaGo 4–1 versus Lee Sedol and AlphaGo Zero zero‑human learning, illustrating narrow but powerful task‑specific systems.
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chapters (20)
- 0:00Intro
- 0:22About me
- 1:48Promotion
- 2:27Representation
- 2:44Robotics
- 3:25Perception
- 3:48Generalized Intelligence
- 4:23The AI Winter
- 4:56The 1960s
- 5:18Translation
- 5:57Microworld
- 7:00Deep Learning
- 7:41Andrew Eng
- 8:23Alphago
- 9:04Alphago Zero
- 9:35Categories of AI
- 10:03Quotes
- 10:21Marvin Minsky
- 10:49Fagin Baum
- 11:11The future
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