Is every automated program an AI system?
No. A scheduled reminder or fixed calculator can automate work without learning or performing the kinds of perception, inference, or planning usually associated with AI.
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More FAQs in What is artificial intelligence, and how does it work?
Not necessarily. Most deployed models run inference with fixed parameters. Updating those parameters requires a separate training process, although an application may store context or preferences.
Generalization is a model's ability to perform well on new examples beyond its training data. Evaluating unseen cases helps distinguish useful learning from memorization.
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