Evidence-based Evaluation for Responsible AI
368
12.3
Microsoft Research320 тыс
Следующее
Популярные
135 дней – 97118:42
06.12.22 – 38127:07Опубликовано 7 декабря 2022, 3:01
Research Talk
Jonathan Zhu, City University of Hong Kong
Current efforts on responsible AI have focused on why AI should be socially responsible and how to produce responsible AI. An equally important question that hasn’t been adequately addressed is how responsible the deployed AI products are. The question is ignored most of the time, occasionally answered by anecdotal evidence or casual evaluation. We need to understand that good evaluations are not easy, quick, or cheap to carry out. On the contrary, good evaluations rely on evidence that are systematically collected based on proven methods, completely independent from the process, data, and even research staff responsible for the relevant AI products. The evidence-based medicine practice over the last two decades has provided a relevant and informative role model for the AI industry to follow.
Learn more about the Responsible AI Workshop: microsoft.com/en-us/research/e...
This workshop was part of the Microsoft Research Summit 2022: microsoft.com/en-us/research/e...
Jonathan Zhu, City University of Hong Kong
Current efforts on responsible AI have focused on why AI should be socially responsible and how to produce responsible AI. An equally important question that hasn’t been adequately addressed is how responsible the deployed AI products are. The question is ignored most of the time, occasionally answered by anecdotal evidence or casual evaluation. We need to understand that good evaluations are not easy, quick, or cheap to carry out. On the contrary, good evaluations rely on evidence that are systematically collected based on proven methods, completely independent from the process, data, and even research staff responsible for the relevant AI products. The evidence-based medicine practice over the last two decades has provided a relevant and informative role model for the AI industry to follow.
Learn more about the Responsible AI Workshop: microsoft.com/en-us/research/e...
This workshop was part of the Microsoft Research Summit 2022: microsoft.com/en-us/research/e...
Свежие видео
2 дня – 2551:20
2 дня – 16 94940:33
5 дней – 393 38712:20
6 дней – 37 0918:47
7 дней – 6 0051:00
242 дня – 15 4820:26Случайные видео
246 дней – 1890:36
255 дней – 240 5010:53
01.02.22 – 24 55857:16
12.09.20 – 222 58211:39
27.10.10 – 132 3306:30
16 дней – 11 5470:29
10 часов – 574:05
1 день – 1130:35
2 дня – 2328:36
2 часа – 3240:37
1 день – 4291:30