Artificial General Intelligence. A hypothetical AI system that can understand, learn, and apply knowledge across any intellectual task that a human can do. Unlike narrow AI, which excels at specific tasks, AGI would handle any cognitive challenge. We're not there yet, despite what some headlines claim.
The science of creating machines that can perform tasks requiring human-like intelligence — reasoning, learning, perception, language understanding, and decision-making.
Artificial Superintelligence.
AI systems designed for a specific task, as opposed to general intelligence.
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.
The research field focused on making sure AI systems do what humans actually want them to do.
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