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== <span style="color: #FFFFFF;">Remembering</span> == * '''Turing Test''' β Alan Turing's 1950 proposal: a machine can be said to think if it can converse indistinguishably from a human. * '''Dartmouth Conference (1956)''' β The founding event of AI as a discipline; coined the term "artificial intelligence." * '''Symbolic AI''' β Early AI approach based on logical rules, symbols, and reasoning; "Good Old-Fashioned AI" (GOFAI). * '''Perceptron''' β Frank Rosenblatt's 1957 single-layer neural network; the first "learning machine." * '''First AI Winter (1974β1980)''' β Period of drastically reduced funding after early AI systems failed to scale. * '''Expert Systems''' β Rule-based systems encoding domain expert knowledge; 1980s AI boom (MYCIN, XCON). * '''Second AI Winter (1987β1993)''' β Collapse of expert system commercial market; renewed funding cuts. * '''Backpropagation (1986)''' β Rumelhart, Hinton, Williams rediscovered backpropagation, enabling multi-layer neural network training. * '''Deep Blue (1997)''' β IBM's chess computer defeated world champion Garry Kasparov; milestone in game-playing AI. * '''Machine learning revolution (2000s)''' β Statistical ML (SVMs, boosting, random forests) dominates; feature engineering era. * '''ImageNet moment (2012)''' β AlexNet won ImageNet competition by huge margin using deep CNNs; sparked the deep learning revolution. * '''AlphaGo (2016)''' β DeepMind's system defeated world Go champion using RL + MCTS; previously thought impossible. * '''Transformer (2017)''' β "Attention Is All You Need" paper introduced the transformer architecture underpinning modern LLMs. * '''GPT-3 (2020)''' β OpenAI's 175B parameter LLM demonstrated emergent few-shot learning abilities. * '''ChatGPT (2022)''' β RLHF-trained conversational LLM; fastest product to 100M users in history. </div> <div style="background-color: #006400; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
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