GitHub - GAIR-NLP LIMI: LIMI: Less is More for Agency LIMI establish the Agency Efficiency Principle: machine autonomy emerges not from data abundance but from strategic curation of high-quality agentic demonstrations
[2509. 17567] LIMI: Less is More for Agency - arXiv. org Current approaches assume that more data yields better agency, following traditional scaling laws from language modeling We fundamentally challenge this paradigm LIMI (Less Is More for Intelligent Agency) demonstrates that agency follows radically different development principles