Overview
AutoGPT was one of the first examples of an 'autonomous agent.' Given a goal (e.g., 'research and write a report on X'), it can browse the web, save files, and use its own reasoning to complete the task without human intervention.
How it Works
It uses a 'loop' where the LLM generates a thought, a plan, and a command. The system executes the command, observes the result, and feeds it back into the LLM for the next step.
Significance
It demonstrated the potential for LLMs to move beyond simple chat interfaces and become active participants in complex workflows.