Sequential Auctions for Multi-Agent LLM Workflows: How Market Mechanisms Replace Centralized Orchestration

Most multi-agent LLM systems rely on a central orchestrator. You define a graph, specify handoffs, and route tasks through a fixed topology. LangGraph, CrewAI, and similar frameworks all assume you know the workflow shape ahead of time and that agents cooperate because you told them to. A new paper from Google Research and collaborators flips this... Weiterlesen: Sequential Auctions for Multi-Agent LLM Workflows: How Market Mechani…