Performance and accountability management in ai / ml

By introducing an accountability mechanism, the uncertainty of AI/ML model management and updates in telecommunications networks is resolved, ensuring flexible model updates and clear accountability, achieving performance and functional stability, meeting specific operational needs, and providing traceable inference output.

CN122414432APending Publication Date: 2026-07-17NOKIA TECHNOLOGIES OY
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
NOKIA TECHNOLOGIES OY
Filing Date
2026-01-16
Publication Date
2026-07-17

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Abstract

本公开的示例实施方案涉及AI（人工智能） / ML（机器学习）中的性能和责任管理。一种方法包括：向被配置为提供训练功能的第二装置传输请求，该请求针对由第二装置支持的多个问责模式中的至少一个问责模式，其中问责模式与以下至少一项相关联：机器学习模型的性能水平、由机器学习模型在问责模式下生成的推理结果的责任指派、或者与针对机器学习模型的至少一个训练样本的共享相关联的协议；从第二装置接收指示由第二装置支持的至少一个问责模式的信息；以及基于所支持的至少一个问责模式，发起与第二装置的对机器学习模型的训练过程。
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