Natbot uses GPT-3 as a reasoning engine to control a web browser. The agent receives serialized DOM information and generates actions like clicking links or filling forms. It represents an early prototype of an LLM-powered web agent with plans for improvement including better prompts, multi-tab support, and collecting human feedback for few-shot learning.