Agents By the Bay: Slava Tykhonov, Semantic Croissant

Alexy Khrabrov, founder of the Community Research Center for Reliable AI, and Vyacheslav Tykhonov, Head of AI and Interoperability at CODATA, discussed CODATA's use of graph approaches, proprietary models, and multilingual frameworks to enhance AI reliability, particularly addressing issues like disambiguation and delucination. Vyacheslav Tikhonov detailed CODATA's projects, including the "ask dataverse" question-answering system for the Dataverse repository, the Croson standard (including semantic extensions for multilingual search), and the Cross-Domain Interoperability Framework (CDIF), which uses graph-expressed variables to facilitate data exchange between domains. The conversation also covered the use of Decentralized Identifiers (DID) and Open Digital Rights Language (ODRL) to trace LLM interactions for prompt marketplaces, and the Pale Fire project which integrates vector-graph storage for complex predictions and enhanced concept identity resolution. See the blog post at https://www.devreal.ai/semantic-croissant/.