Qi Sun

Hi there! I’m Qi (pron. like “chee”), a PhD student at Science Tokyo, advised by Prof. Rio Yokota, and I’m also a researcher at Sakana AI, where I work very closely with Yujin Tang.

My research focuses on how to shape neural networks (mostly LLMs) into more complex and capable forms, built from collaborative and adaptive systems at scale, toward the broader goal of better machine intelligence.

Some highlights:

• I’m a core builder of Fugu, Sakana AI’s multi-agent system product.
• Introduced Transformer², a framework for self-adaptive LLMs (1.2k+ GitHub 🌟).
• Revealed a ‘painter-like’ structure in transformer layers

Feel free to reach out about anything by lfsm.martin[AT]gmail.com. One last cool fact: my bench press PR is 140 kg!