| Presentation | 2022-03-11 [Invited Talk] Artificial Intelligence (AI) and Trust Related Issues for a Super-smart Society Toshikazu Fukushima, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This talk describes the trends and issues in policy and technological development for "Trustworthy AI". As the accuracy and performance of AI technology, especially deep learning, has improved and its applications have expanded to quality-critical fields such as transportation and medicine, concerns about the safety and reliability of AI have been raised. For example, the black box problem, bias problem, vulnerability problem, and abuse problem of AI have been pointed out. In order to tackle these problems, “Trustworthy AI” has been developed actively. It was extended from defining AI social principles and ethical guidelines to developing of AI system quality management guidelines required in the AI application development process, and also it is moving to the development and systematization of technologies, called “machine learning systems engineering” or “AI software engineering”, which includes explainable AI, machine learning system testing methods, and so on. Additionally, the relationship between AI quality and trust is discussed, because there are gaps between AI quality obtained through such technological development alone and social trust. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Artificial Intelligence / Trustworthy AI / Trust / Super-smart Society / DX |
| Paper # | SC2021-40 |
| Date of Issue | 2022-03-04 (SC) |
| Conference Information | |
| Committee | SC |
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| Conference Date | 2022/3/11(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | EventIn |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Service Computing under DX, and general topics |
| Chair | Shinji Kikuchi(NIMS) |
| Vice Chair | Yoji Yamato(NTT) / Kosaku Kimura(Fujitsu Lab.) |
| Secretary | Yoji Yamato(Kobe Univ.) / Kosaku Kimura(Tokyo Univ. of Tech.) |
| Assistant | Shin Tezuka(Hitachi) / Takao Nakaguchi(KCGI) |
| Paper Information | |
| Registration To | Technical Committee on Service Computing |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Invited Talk] Artificial Intelligence (AI) and Trust Related Issues for a Super-smart Society |
| Sub Title (in English) | |
| Keyword(1) | Artificial Intelligence |
| Keyword(2) | Trustworthy AI |
| Keyword(3) | Trust |
| Keyword(4) | Super-smart Society |
| Keyword(5) | DX |
| 1st Author's Name | Toshikazu Fukushima |
| 1st Author's Affiliation | Center for Research and Development Strategy, JST(JST) |
| Date | 2022-03-11 |
| Paper # | SC2021-40 |
| Volume (vol) | vol.121 |
| Number (no) | SC-437 |
| Page | pp.pp.32-32(SC), |
| #Pages | 1 |
| Date of Issue | 2022-03-04 (SC) |