: Recent research on LinkedIn suggests the future manager will act as a "bandleader" for AI agents, directing complex workflows rather than performing the manual cognitive work.
: Professor Colin Roust's research documents the life of 19th-century African American bandleader Francis Johnson, who performed for U.S. presidents and was the first to publish his own sheet music.
In tech-focused papers, the bandleader is a metaphor for human oversight in automation:
: Papers discussed on OpenReview describe "inference-time orchestration," where a central system acts as a bandleader to manage parallel tasks among specialized AI agents.