Willow Ventures

Stanford Researchers Released AgentFlow: In-the-Flow Reinforcement Learning RL for Modular, Tool-Using AI Agents | Insights by Willow Ventures

Stanford Researchers Released AgentFlow: In-the-Flow Reinforcement Learning RL for Modular, Tool-Using AI Agents | Insights by Willow Ventures

Introducing AgentFlow: A Revolutionary Framework for AI Agents AgentFlow is an innovative framework for developing trainable AI agents, structured around four key modules: Planner, Executor, Verifier, and Generator. By implementing an advanced policy optimization method named Flow-GRPO, AgentFlow enhances the performance of agents in multi-turn, tool-integrated reasoning. What is AgentFlow? AgentFlow formalizes tool-using agents into […]

Stanford Researchers Introduced MedAgentBench: A Real-World Benchmark for Healthcare AI Agents | Insights by Willow Ventures

Stanford Researchers Introduced MedAgentBench: A Real-World Benchmark for Healthcare AI Agents | Insights by Willow Ventures

Introducing MedAgentBench: A New Benchmark for AI in Healthcare Stanford University researchers have unveiled MedAgentBench, a groundbreaking benchmark suite aimed at evaluating large language model (LLM) agents specifically within healthcare contexts. This innovative framework shifts the focus from static question-answering to assessing agent capabilities in dynamic, tool-based medical workflows. Why Do We Need Agentic Benchmarks […]