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Life Operators is a self-evolving framework for multiscale life modelling in medical AI, defining perception, evolution, and generation operators to represent patient states and changes under interventions.
The paper presents Libra, a self-evolving framework that introduces mutable catalogs into repositories to improve code localization for LLM agents, achieving logarithmic improvements and zero-shot transfer across different models and problem sets.