Perplexity Launches Brain, a Self-Improving Memory System That Builds a Context Graph of an Agent’s Work and Learns Overnight

Perplexity has introduced a feature called Brain, which allows its AI agent to track its own task history, including successful methods and past errors. By building a context graph that updates overnight, the system aims to reduce repetitive mistakes and improve execution accuracy for automated workflows.