Artificial Intelligence: A Comprehensive Overview
Dive into the world of AI with insights on narrow vs. general AI, human replicating intelligence goals, AI seasonal cycles, and current foci like machine learning and explainable AI.
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Presentation Transcript
What is AI? Mark Elliot National Centre for Research Methods 1
Narrow vs General Also known as Weak vs. strong. Weak/Narrow > specific applications Strong/general > fully adaptive intelligence (Dis)graceful degradation 2
Human Replicating vs not Is the goal to reproduce human intelligence? The hard AI problems are the things that human finds easy Turing test. 3
The AI seasons Cycles of 10-15 years Pursuit of general AI The latest big idea Failure to deliver the promised land
Linguistics Computer science Psychology Cognitive Science Data Science Philosophy
Current Foci Machine learning Deep learning Explainable AI Social machines
