Technology Development Project on Next-Generation Artificial Intelligence Evolving Together With Humans
Project overview
What kind of image do you have of AI/ artificial intelligence, which has become a significant topic? Some people consider it as "technology that enriches our lives," while many others may feel "anxious" or "fearful."
This project aims to bring AI/ artificial intelligence from strangers to "friends" who understand and trust each other inside and out. To achieve this goal, NEDO will make AI more accessible technology by, first, improving the explanatory nature of AI output, second, clarifying the concept of quality assurance for AI systems, and third, making AI systems easily constructable without the need to collect large amounts of data.
In this project, NEDO will address the challenges in the areas shown below by building an "AI system in which humans and AI interact to grow and evolve together."
Application area of this project
Project introduction pamphlet(14.0MB)(Available only in Japanese)
Research and Development
Machine learning quality management guidelines
Machine Learning Quality Management Guideline
Research and Development Theme List
R&D Item [1] "Basic Technology Development of an AI System That Grows with the Learner"
[1]-1 Framework Development of an AI System That Grows with the Learner
No. | Research and Development Theme | Executor |
---|---|---|
1 | Research and development on cyborg AI | Advanced Telecommunications Research Institute International |
2 | Research and development of human-centered artificial intelligence technology embedded in the real world | National Institute of Advanced Industrial Science and Technology |
NS Solutions Corporation |
[1]-2 "Basic Technology Development for Explainable AI"
No. | Research and Development Theme | Executor |
---|---|---|
1 | Research and development of educational learning support environment 'EXAIT' through coevolution of learners’ self-explanation and ai-generated explanations | Uchida Yoko Co., Ltd. |
Kyoto University | ||
2 | Research and development of human-centered artificial intelligence technology embedded in the real world | Keio University |
National Institute of Advanced Industrial Science and Technology | ||
Chubu University | ||
3 | Development of foundational technology for XAI based on evolutionary machine intelligence and industrial application foundations | Kewpie Corporation |
Tokyo Medical University | ||
Yokohama National University | ||
4 | Research and development of explainable autonomous interaction AI and its application in childcare and development support | Osaka University |
The University of Electro-Communications | ||
ChiCaRo Co., Ltd. | ||
5 | Development of an online language learning support AI system that grows with the learner | Waseda University |
6 | Explainability of deep learning with modular models | Tokyo Institute of Technology |
GE Healthcare Japan Corporation |
[1]-2-5 Development of an online language learning support AI system that grows with the learner
[1]-3 Development of Basic Technology for AI That Understands and Learns Human Intentions and Knowledge
No. | Research and Development Theme | Executor |
---|---|---|
1 | Development of interactive story-type content creation support infrastructure | Keio University |
Future University Hakodate | ||
Tezuka Productions Co., Ltd. | ||
The University of Electro-Communications | ||
The University of Tokyo | ||
Historia Inc. | ||
Rikkyo Educational Corporation | ||
Ales. inc | ||
2 | Research and development of human-centered artificial intelligence technology embedded in the real world | National Institute of Advanced Industrial Science and Technology |
3 | Development of human collaborative AI infrastructure technology that supports the manifestation and transmission of tacit knowledge of skilled workers | Kyoto University |
National Institute of Advanced Industrial Science and Technology | ||
Mitsubishi Electric Corporation | ||
4 | Research and development of explainable autonomous interaction AI and its application in childcare and development support | Osaka University |
The University of Electro-Communications | ||
ChiCaRo Co., Ltd. | ||
5 | Development of an AI online education platform that grows with the learner | Cognitive Research Labs, Inc. |
Kyoto University | ||
6 | Development of a semantic authoring platform that advances collaboration between humans and AI | Oki Electric Industry Co., Ltd. |
Tohoku University | ||
Nagoya Institute of Technology | ||
Institute of Physical and Chemical Research | ||
7 | Development of crystal growth technology by communication through "meaning" between AI and operators | National Institute of Advanced Industrial Science and Technology |
Tokai National Higher Education and Research System Nagoya University | ||
Institute of Physical and Chemical Research | ||
8 | Research and development of molecular robot co-creation environment utilizing AI and VR | Kansai University |
Molecular Robotics Research Institute, Co., Ltd. | ||
Kyoto University | ||
9 | Development of an artificial intelligence platform that understands the Patient Journey and supports decision-making in clinical development | SUSMED, Inc. |
[1]-3-6 Development of a semantic authoring platform that advances collaboration between humans and AI
[1]-4 Research and Development for the Construction of Product Information Database (2022 -)
No. | Research and Development Theme | Executor |
---|---|---|
1 | Research and development for the construction of a product information database | Arthur D. Little Japan, Inc. |
SoftBank Corp. | ||
Panasonic Connect Co., Ltd. |
R&D Item [2] "Establishment of Reliable AI Evaluation and Management Methods in the Real World"
No. | Research and Development Theme | Executor |
---|---|---|
1 | Research and development of quality evaluation metrics and measurement testbeds for machine learning systems | National Institute of Advanced Industrial Science and Technology |
[2]-1 Research and development of quality evaluation metrics and measurement testbeds for machine learning systems
R&D Item [3] "Development of AI Technology That Can Be Easily Constructed and Introduced"
No. | Research and Development Theme | Executor |
---|---|---|
1 | Research and development of human-centered artificial intelligence technology embedded in the real world | National Institute of Advanced Industrial Science and Technology |
AI Medical Service Inc. |
Project Manager
Project Leader
TSUJII Junichi (Fellow, National Institute of Advanced Industrial Science and Technology)
Basic information
Technical field |
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Project code | P20006 |
Department in charge |
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Last Updated : September 25, 2024