Perplexity unveiled 'Brain', a memory system that helps AI models improve themselves while users sleep. Brain builds a memory (context graph) of the work Perplexity Computer performs and uses it after set intervals to teach itself how to work better. Brain also works on a feedback loop, where it remembers its mistakes and corrections made in the past by users.