Fujitsu chosen for GENIAC project, starts development of large language models for logical reasoning

Enhancing reliability of generative AI, accelerating application of generative AI in business operations

Fujitsu has been chosen for the GENIAC project, backed by Japan’s METI and NEDO, to develop advanced generative AI technology. The focus is on using knowledge graphs to enhance large language models (LLMs) with logical reasoning capabilities.

This initiative addresses the challenge of hallucinations in LLMs to ensure reliable, explainable AI for critical applications like legal compliance, finance audits, and medical diagnostics. Fujitsu’s Fugaku-LLM, with enhanced Japanese language capabilities, is just the beginning.

Fujitsu is committed to accelerating the adoption of generative AI in business operations with robust, trustworthy solutions.

Connect me on LinkedIn

• [1]Business overview :
  Project name: Research and Development Project of the Enhanced Infrastructures for Post-5G Information and Communication Systems/ Development of post-5G information and communication systems (Subsidy project)
  Project overview :
  Research and Development Project of the Enhanced Infrastructures for Post-5G Information and Communication Systems
• [2]“Release of ‘Fugaku-LLM’ – a large language model trained on the supercomputer ‘Fugaku’”
  (Press release, May 10, 2024)
• [3]“Fujitsu launches new technologies to protect conversational AI from hallucinations and adversarial attacks”
  (Press release, September 26, 2023)
• [4]“Fujitsu AI strategy strengthens data integration, generative AI capabilities with dedicated platform and new Fujitsu Uvance offerings”
  (Press release, February 14, 2024)
• [5]Bilingual Corpus :
  A dataset for machine translation that combines sentences from different languages, such as Japanese and English, in the form of translations
• [6]Instruction learning :
  A system in which instructions and example answers to a new task are given to an LLM in a series of sentences for learning.
• [7]Hugging Face :
  Platform for worldwide AI data set sharing.
• [8]GitHub :
  A platform used worldwide to publish open source software.

Related Links

• Call for Applicants – Research and Development Project of the Enhanced Infrastructures for Post-5G Information and Communication Systems (February 16, 2024) (METI/ Japanese Ministry of Economy, Trade and Industry) (in Japanese)
• GENIAC (METI/ Japanese Ministry of Economy, Trade and Industry)
• Fujitsu Kozuchi