- Indexing
AI Quality Card Generation System for Automatically Visualizing AI Quality
AI quality card generation system can summarize and visualize the quality information automatically in an easy-to-understand manner.
- An AI quality card is a report that summarizes and visualizes quality information in an easy-to-understand format so that customers and other interested parties can understand and accept AI quality.
Sharing AI quality information with customers using AI quality cards is expected to enable trustworthy AI services. - During the process of trial and error in model development and training data selection, or when models are continuously updated, confirming and sharing the quality cards with customers make it possible to prevent unexpected deterioration in AI quality, and to provide AI that is not only highly accurate, but also more robust and easier to explain.
Applications
- AI product quality management
- Meet societal principles announced by governments of Japan or other countries
- Sharing of AI quality information with the customer
Benchmarks, strengths, and track record
- Automatic quality card generation systems enable the automatic summary and visualization of quality information in quality cards. This information includes AI quality management technology evaluation results, as well as rules and contracts with customers.
Inquiries
Contact the Toshiba Corporate Research & Development Center
Please include the title “Toshiba AI Technology Catalog: AI Quality Card Generation System for Automatically Visualizing AI Quality” or the URL in the inquiry text.
Please note that because this technology is currently the subject of R&D activities, immediate responses to inquiries may not be possible.
References:
- Kei Kureishi, Mikito Iwamasa, Hidetaka Ohira; Creation and use of quality cards in machine learning system QA; 4th International Workshop on Machine Learning Systems Engineering; 2022
- Toshiba Review, Vol. 78, No. 2 (March 2023) (in Japanese)
- TOSHIBA REVIEW SCIENCE AND TECHNOLOGY HIGHLIGHTS 2023
