[Google Releases OKF Specification to Standardize Andrej Karpathy's 'LLM Wiki' Model] According to Deep Tide TechFlow, on June 14, Google recently released the OKF (Open Knowledge Format) specification, aimed at unifying the expression methods of large models in terms of knowledge organization, citation structure, and context management. This specification is considered a systematic standardization attempt of the 'LLM Wiki' interaction paradigm proposed by Andrej Karpathy. The core goal of OKF is to enable knowledge content generated by large models to have stronger structural consistency and retrievability, allowing it to be shared, cited, and reused across different models and applications. This aims to reduce the randomness issue of 'unexplainable text generation.' Industry opinions suggest that if this specification is widely adopted, it could drive large models to evolve further from 'generative response tools' to 'structured knowledge systems' and provide foundational protocol layer support for the integration of AI Agents with knowledge graphs.