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cs.LG2026
MSM-Mem: A Universal Medical Structured Multimodal Memory Framework for Medical AI Agents
Md Asaduzzaman Jabin, Khoa Le, Lin Zhao +1
Clinical decision-making is inherently experience-driven: physicians progressively refine their reasoning by synthesizing patient history, multimodal observations, and prior diagno…
cs.LG2026
World Models: A Comprehensive Survey of Architectures, Methodologies, Reasoning Paradigms, and Applications
Arif Hassan Zidan, Yi Pan, Hanqi Jiang +23
World models, internal simulators that learn the structure and dynamics of an environment, have emerged as a central paradigm in the pursuit of artificial general intelligence, ena…