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Part of a new algorithm developed at MIT solves the so-called Fokker-Planck equation, where heat diffuses in a linear way, but there are additional terms that drift in the same direction heat is spreading. In a straightforward application, the approach models how swirls would evolve over the surface of a triangulated sphere (Credits: Alex Shipps/MIT CSAIL and the researchers).

A framework for solving parabolic partial differential equations

A system developed by MIT CSAIL researchers can oversee a team of both human and AI agents, communicating with team members to align roles and accomplish a common goal (Credits: Alex Shipps/MIT CSAIL).

AI assistant monitors teamwork to promote effective collaboration

Language models may develop their own understanding of reality as a way to improve their generative abilities, indicating that the models may someday understand language at a deeper level than they do today (Credits: Alex Shipps/MIT CSAIL).

LLMs develop their own understanding of reality as their language abilities improve

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A framework for solving parabolic partial differential equations

AI assistant monitors teamwork to promote effective collaboration

LLMs develop their own understanding of reality as their language abilities improve