AgentFlow introduces a typed graph DSL and feedback-driven optimization loop for automatically synthesizing multi-agent harnesses that discover security vulnerabilities, achieving state-of-the-art results on …
This paper introduces Mimosa, an evolving multi-agent framework that automatically synthesizes and iteratively refines task-specific workflows for autonomous scientific research, achieving 43.1% success rate on …
This paper presents a multi-agent AI architecture that achieves 92.1% reliability by organizing specialized AI agents into teams with opposing roles and hierarchical oversight, similar to corporate organizational …
AI Agents for Economic Research: A Comprehensive Guide to Building Autonomous Research Systems AI agents represent a transformative leap from traditional chatbots to autonomous systems that plan, use tools, and execute …
A PM’s Guide to AI Agent Architecture: Building Production-Ready Customer Support Systems Product managers face mounting pressure to implement AI agents for customer support, but most deployments fail …
