artificial intelligence
The results show that feedback has a more significant impact on improving users' trust in AI than explainability, but this enhanced trust does not lead to a corresponding performance improvement. Further exploration suggests that feedback induces users to over-trust (i.e., accept the AI's suggestions when it is wrong) or distrust (ignore the AI's suggestions when it is correct), which may negate the benefits of increased trust, leading to a "trust-performance paradox". The researchers call for future research to focus on how to design strategies to ensure that explanations foster appropriate trust to improve the efficiency of human-robot collaboration.
User experience
Personal insights
outcome
The Interpretability of Artificial Intelligence and the Impact of Outcome Feedback on Trust: A Comparative Study
中国新声代第一季
Q2: Does explainability necessarily enhance users' trust in AI?
《中国新声代》是湖南广播电视台金鹰卡通卫视2013年度推出的大型儿童歌唱类节目。也是经过广电总局特别批准的国内唯一一档能在周六黄金档播出的大型歌唱类节目。节目于3月21日“世界儿歌日”启动报名，主要面向14岁以下青少年儿童、直面中国孩子 “无歌可唱”、无属于自己的歌可唱的社会困境，倡导正能量的音乐表达、对经典曲目进行时尚改编、启动“新儿歌”全新创作等手段，以合唱、轮唱、竞唱等多元化的呈现方式，深度挖掘孩子的音乐才华、寻找最具时代感的好童声
Translation
The Interpretability of Artificial Intelligence and the Impact of Outcome Feedback on Trust: A Comparative Study
2013 音乐,综艺 更新: 2021-06-03 14:48:18
A3: The study found that the feedback of the results can improve the accuracy of the user's predictions (reducing the absolute error), thereby improving the performance of working with AI. However, interpretability does not have as much impact on user task performance as it does on trust. This may mean that we should pay more attention to how to effectively use feedback mechanisms to improve the usefulness and effectiveness of AI-assisted decision-making.
Q3: How does result feedback and model interpretability affect user task performance?
Draw inferences
Q2: Does explainability necessarily enhance users' trust in AI?
《中国新声代》是湖南广播电视台金鹰卡通卫视2013年度推出的大型儿童歌唱类节目。也是经过广电总局特别批准的国内唯一一档能在周六黄金档播出的大型歌唱类节目。节目于3月21日“世界儿歌日”启动报名，主要面向14岁以下青少年儿童、直面中国孩子 “无歌可唱”、无属于自己的歌可唱的社会困境，倡导正能量的音乐表达、对经典曲目进行时尚改编、启动“新儿歌”全新创作等手段，以合唱、轮唱、竞唱等多元化的呈现方式，深度挖掘孩子的音乐才华、寻找最具时代感的好童声
thesis
About me

更新至20250402期

About me
outcome

Translation

outcome
The content is made up of:

更新至2025-04-03期期

The content is made up of:
The results show that feedback has a more significant impact on improving users' trust in AI than explainability, but this enhanced trust does not lead to a corresponding performance improvement. Further exploration suggests that feedback induces users to over-trust (i.e., accept the AI's suggestions when it is wrong) or distrust (ignore the AI's suggestions when it is correct), which may negate the benefits of increased trust, leading to a "trust-performance paradox". The researchers call for future research to focus on how to design strategies to ensure that explanations foster appropriate trust to improve the efficiency of human-robot collaboration.

tool

The results show that feedback has a more significant impact on improving users' trust in AI than explainability, but this enhanced trust does not lead to a corresponding performance improvement. Further exploration suggests that feedback induces users to over-trust (i.e., accept the AI's suggestions when it is wrong) or distrust (ignore the AI's suggestions when it is correct), which may negate the benefits of increased trust, leading to a "trust-performance paradox". The researchers call for future research to focus on how to design strategies to ensure that explanations foster appropriate trust to improve the efficiency of human-robot collaboration.
The Interpretability of Artificial Intelligence and the Impact of Outcome Feedback on Trust: A Comparative Study

Translation

The Interpretability of Artificial Intelligence and the Impact of Outcome Feedback on Trust: A Comparative Study
开始捉迷藏

Translation

开始捉迷藏
妻子的浪漫旅行2025

更新至2025-04-03期期

妻子的浪漫旅行2025
健康大问诊2025

tool

健康大问诊2025
A3: The study found that the feedback of the results can improve the accuracy of the user's predictions (reducing the absolute error), thereby improving the performance of working with AI. However, interpretability does not have as much impact on user task performance as it does on trust. This may mean that we should pay more attention to how to effectively use feedback mechanisms to improve the usefulness and effectiveness of AI-assisted decision-making.

Translation

A3: The study found that the feedback of the results can improve the accuracy of the user's predictions (reducing the absolute error), thereby improving the performance of working with AI. However, interpretability does not have as much impact on user task performance as it does on trust. This may mean that we should pay more attention to how to effectively use feedback mechanisms to improve the usefulness and effectiveness of AI-assisted decision-making.
speech

Based on large language model generation, there may be a risk of errors.

speech
thesis

Based on large language model generation, there may be a risk of errors.

thesis
Personal insights

更新至2025-03-28期期

Personal insights
The Interpretability of Artificial Intelligence and the Impact of Outcome Feedback on Trust: A Comparative Study
2013 音乐,综艺
主演: 陈明,杨宗纬,陈羽凡,胡海泉,小燕子

《中国新声代》是湖南广播电视台金鹰卡通卫视2013年度推出的大型儿童歌唱类节目。也是经过广电总局特别批准的国内唯一一档能在周六黄金档播出的大型歌唱类节目。节目于3月21日“世界儿歌日”启动报名，主要面向14岁以下青少年儿童、直面中国孩子 “无歌可唱”、无属于自己的歌可唱的社会困境，倡导正能量的音乐表达、对经典曲目进行时尚改编、启动“新儿歌”全新创作等手段，以合唱、轮唱、竞唱等多元化的呈现方式，深度挖掘孩子的音乐才华、寻找最具时代感的好童声

M
C
Q2: Does explainability necessarily enhance users' trust in AI?
artificial intelligence
artificial intelligence
thesis
thesis

A3: The study found that the feedback of the results can improve the accuracy of the user's predictions (reducing the absolute error), thereby improving the performance of working with AI. However, interpretability does not have as much impact on user task performance as it does on trust. This may mean that we should pay more attention to how to effectively use feedback mechanisms to improve the usefulness and effectiveness of AI-assisted decision-making.

4541 1 1 1