A new position paper proposes the creation of a Foundation Model Operating System (FMOS) to address the fragmentation in current AI application development. The proposed FMOS would act as a system layer, virtualizing foundation model interactions to provide applications with dedicated, trustworthy instances and effectively unbounded capabilities. This system would manage knowledge across memory tiers, handle model selection and resource allocation, and enforce verification and policy, learning and adapting its policies over time. AI
影响 Could standardize AI application development and improve portability and governance of complex AI systems.
排序理由 This is a research paper proposing a new architectural concept for AI systems. [lever_c_demoted from research: ic=1 ai=1.0]
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