When a worker thread completes a task, it doesn't return a sprawling transcript of every failed attempt; it returns a compressed summary of the successful tool calls and conclusions.

An innovative open-source AI engine uses swarm intelligence and thousands of digital agents to accurately predict market trends and public opinion.