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Han Guo
Researcher

Han Guo

PhD student at MIT CSAIL at MIT

@HanGuo97Website

Han Guo is a PhD student at MIT CSAIL advised by Prof. Yoon Kim and Prof. Eric P. Xing.

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MIT paper shows LLMs can learn and fine-tune itself without human input
arXivresearchpositiveOct 14, 2025

MIT researchers introduced SEAL (Self-Adapting Language Models), a framework enabling LLMs to autonomously generate their own fine-tuning data and adapt their weights without human intervention through self-edits and reinforcement learning.

“Co-author of the paper on Self-Adapting Language Models”

LLMsAI ResearchFoundation ModelsReinforcement Learning