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Machine Brief|

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  2. /Glossary
  3. /Autonomous AI
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ai

Autonomous AI

AI systems capable of operating independently for extended periods without human intervention.

Definition

AI systems capable of operating independently for extended periods without human intervention. They set sub-goals, plan actions, recover from errors, and make decisions on their own. Current examples include coding agents, research assistants, and workflow automation tools. Raises important questions about oversight.

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Related Terms

AI Agent

An autonomous AI system that can perceive its environment, make decisions, and take actions to achieve goals.

Function Calling

A capability that lets language models interact with external tools and APIs by generating structured function calls.

Activation Function

A mathematical function applied to a neuron's output that introduces non-linearity into the network.

Adam Optimizer

An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.

AGI

Artificial General Intelligence.

AI Alignment

The research field focused on making sure AI systems do what humans actually want them to do.

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