Ahead of a summit on artificial intelligence in Paris, this article explains fundamental AI concepts like algorithms, machine learning, deep learning, language models, and the pursuit of artificial general intelligence (AGI). It highlights the capabilities of AI, its applications across various fields, and the ongoing debate surrounding its limitations and future potential.
PARIS — With global leaders set to attend a summit on artificial intelligence in Paris on February 10-11, here are some of the key concepts in the field:AIAsked what artificial intelligence is, the AI-powered ChatGPT system responds that the term "refers to the simulation of human intelligence in machines that are programmed to think, learn and make decisions.
Deep learningA sub-field of AI, deep learning owes its name to its use of multiple layers of neural networks.Raw data is analyzed by each layer in turn at growing levels of abstraction.Deep learning was conceived by 2024 physics Nobel winner Geoffrey Hinton, who was awarded the prize alongside 1980s neural-network pioneer John Hopfield.
ARTIFICIAL INTELLIGENCE MACHINE LEARNING DEEP LEARNING LANGUAGE MODELS ALGORITHMS
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