Founder's X (Twitter)
FreeAI agent researcher and creator of MetaGPT and GPTSwarm
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About Founder's X (Twitter)
Mingchen Zhuge's X (formerly Twitter) account serves as a hub for sharing updates on cutting-edge AI agent research and open-source projects. The account features announcements and discussions around MetaGPT, GPTSwarm (ICML 2024 Oral), Agent-as-a-Judge (accepted at ICML 2025), and Neural Computers. As a founding member of recursive_si and a PhD at SchmidhuberAI, Zhuge provides insights into agent-based AI, multi-agent systems, and automated evaluation. The account also promotes related resources such as nn.computer, gptswarm.org, and agent-as-a-judge.com.
Key Features
Shares research papers and preprints on AI agents
Announces new open-source projects and frameworks (MetaGPT, GPTSwarm, Agent-as-a-Judge)
Discusses multi-agent orchestration and graph-based agent architectures
Promotes the concept of Neural Computers where AI becomes the computer itself
Provides updates on conference acceptances (ICML, ICLR) and academic milestones
Pros & Cons
Pros
- Authoritative source from a leading AI agent researcher
- Early access to newly released open-source projects and papers
- Concise, technical content suitable for AI practitioners
- Includes direct links to code repositories and papers
Cons
- Account is personal; limited to one researcher's perspective
- Content is mainly focused on the creator's own projects
- May not cover non-agent AI domains
Best For
Staying informed about state-of-the-art AI agent researchDiscovering open-source tools for building and evaluating multi-agent systemsLearning about agent-as-a-judge methodologies for automated evaluationFollowing the development of graph-based agent optimization (GPTSwarm)
FAQ
What projects does Mingchen Zhuge work on?
He is a founding member of recursive_si and the creator of MetaGPT, GPTSwarm, Agent-as-a-Judge, and Neural Computers. He also organizes ICLR RSI 2026.
What is Agent-as-a-Judge?
Agent-as-a-Judge is a framework where AI agents evaluate other AI agents. It has been accepted at ICML 2025 and aims to generate high-quality agentic datasets.
What is GPTSwarm?
GPTSwarm is an open-source framework for building agents as graphs, with meta-prompts optimizing nodes and reinforcement learning optimizing edges. It received an ICML 2024 Oral.
Where is Mingchen Zhuge based?
He is based in Mountain View, California, and is affiliated with METAUTO.ai.