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He’s building a self-verifying multi-agent research loop, not just another “throw 300 agents at a task” swarm. @0xricker The idea: raw swarms are fast but sloppy. More agents usually means more confident garbage — stale numbers, fake citations, companies that don’t exist. So he made the swarm only one stage of a cycle that keeps running until the output is clean.