Spooky^^
An AI Curriculum for Content Designers
Where did we come from? Where are we going?
PHILOSOPHY OF MIND
Minds, Brains and Programs (1980) — John Searle
Facing Up to the Problem of Consciousness (1995) — David Chalmers
Brains in a Vat (1981) — Hilary Putnam
The Harder Problem of Consciousness (2002) — Ned Block
EARLY COMPUTER SCIENCE
Computing Machinery and Intelligence (1950) — Alan Turing
The Perceptron (1958) — Frank Rosenblatt
Programs with Common Sense (1959) — John McCarthy
Some Studies in Machine Learning Using the Game of Checkers (1959) — Arthur Samuel
PHILOSOPHY OF LANGUAGE
On Denoting (1905) — Bertrand Russell
Logic and Conversation (1975) — Paul Grice
The Private Language Argument (1953) — Ludwig Wittgenstein
Naming and Necessity (1980) — Saul Kripke
ADVANCES IN AI
Learning Representations by Back-propagating Errors (1986) — David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams
Learning Multiple Layers of Representation (2007) — Geoffrey E. Hinton
Bayesian Networks (1988) — Judea Pearl
Attention Is All You Need (2017) — Łukasz Kaiser et al
Language Learning
What Does it Mean to Understand Language? (1980) — Terry Winograd