Even before that can happen, the country has to overcome language barriers …

To address this, one approach has been to control LLM output using knowledge graphs. The firm involved in the GENIAC project, Fujitsu, will develop two specialized LLMs for this purpose:

      1. An LLM for knowledge graph generation, which converts natural language documents into knowledge graphs to form knowledge.

      2. An LLM for knowledge graph inference, that searches for relevant information on knowledge graphs for a given question, aggregates it logically, and then generates the proper answer, in the especially with a focus on the Japanese language. The firm recently announced its own LLM that possesses enhanced capabilities in the Japanese language.