AI systems designed for a specific task, as opposed to general intelligence.
AI systems designed for a specific task, as opposed to general intelligence. Everything that exists today is narrow AI — spam filters, image classifiers, language models, recommendation systems. Even ChatGPT is narrow in that it excels at text but doesn't truly understand the world. The contrast to AGI.
Artificial General Intelligence.
The science of creating machines that can perform tasks requiring human-like intelligence — reasoning, learning, perception, language understanding, and decision-making.
A branch of AI where systems learn patterns from data instead of following explicitly programmed rules.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
An autonomous AI system that can perceive its environment, make decisions, and take actions to achieve goals.
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