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MachinesonMachines

Information About Information Systems

HistoryAlan Turing turned a debate about thought into a game with a judgeBefore machines could carry on a convincing conversation, Turing asked what a person would need to see to tell the difference.8 Nov 2026HistoryThe original Transformer was built to translate sentencesThe design now associated with chatbots took shape around a different job.8 Nov 2026HistoryArthur Samuel's checkers program learned more than positions it had seenCheckers gave an early learning machine two ways to profit from a previous game.8 Nov 2026HistoryRosenblatt's perceptron treated recognition as something a machine could learnFrank Rosenblatt was asking how past experience could change what a machine saw in a new pattern.8 Nov 2026HistoryELIZA made a conversation out of rules for rearranging wordsA few rules can make a computer sound as if it is paying attention.8 Nov 2026HistoryDartmouth's 1955 AI proposal began with a wager about what could be describedThe document remembered for a name also set down a research gamble.8 Nov 2026HistoryBackpropagation gave hidden layers a way to learn from errorsTo improve a network's answer, researchers needed a way to assign responsibility to the layers in between.8 Nov 2026HistoryAlphaGo Zero learned Go without a library of human gamesRemoving expert game records changed where the program got its examples.8 Nov 2026HistoryAlphaGo learned which parts of the game tree were worth searchingGo has too many plausible moves to check them all. AlphaGo learned where to spend its time.8 Nov 2026HistoryAlexNet cut ImageNet errors with a deep network trained on graphics chipsA benchmark made it possible to see how much difference the model, its training set and its hardware made together.8 Nov 2026