相关实验视频

Updated: Jan 27, 2026

The Double-H Maze: A Robust Behavioral Test for Learning and Memory in Rodents
09:01

The Double-H Maze: A Robust Behavioral Test for Learning and Memory in Rodents

Published on: July 8, 2015

13.1K

在人工智能模型中揭开聪明汉斯效应:捷径学习,虚假的相关性,以及走向强大的智能的道路

Abhay Kumar Pathak1, Manjari Gupta1, Garima Jain2

  • 1Department of Computer Science, Institute of Science, Banaras Hindu University, Varanasi, India.

Frontiers in artificial intelligence
|January 26, 2026
PubMed
概括

聪明的汉斯 (CH) 效应突出了人工智能失败,模型利用数据集的文物,而不是真正的理解. 解决这种虚假的相关性对于强大和道德的人工智能 (AI) 开发至关重要.

关键词:
聪明的汉斯效应模型的稳定性 模型的稳定性负责的人工智能负责的人工智能快捷方式学习学习一个虚假的相关性.

更多相关视频

Stress-Enhanced Fear Learning, a Robust Rodent Model of Post-Traumatic Stress Disorder05:49

Stress-Enhanced Fear Learning, a Robust Rodent Model of Post-Traumatic Stress Disorder

Published on: October 13, 2018

12.8K
Detection of Protein Aggregation using Fluorescence Correlation Spectroscopy14:04

Detection of Protein Aggregation using Fluorescence Correlation Spectroscopy

Published on: April 25, 2021

6.1K

相关概念视频

Mean free path and Mean free time01:22

Mean free path and Mean free time

Consider the gas molecules in a cylinder. They move in a random motion as they collide with each other and change speed and direction. The average of all the path lengths between collisions is known as the "mean free path."
5.1K
Path Between Thermodynamics States01:21

Path Between Thermodynamics States

Consider the two thermodynamic processes involving an ideal gas that are represented by paths AC and ABC in Figure 1:
3.9K
Correlations02:20

Correlations

Correlation means that there is a relationship between two or more variables (such as ice cream consumption and crime), but this relationship does not necessarily imply cause and effect. When two variables are correlated, it simply means that as one variable changes, so does the other. We can measure correlation by calculating a statistic known as a correlation coefficient. A correlation coefficient is a number from -1 to +1 that indicates the strength and direction of the relationship between...
35.8K
Interference: Path Lengths01:10

Interference: Path Lengths

Consider two sources of sound, that may or may not be in phase, emitting waves at a single frequency, and consider the frequencies to be the same.
Two special sources may be considered when they are in phase. This can be easily achieved by feeding the two sources from the same source. An example would be synchronizing the two speakers by feeding them with the same source, such as the sound waves produced by a tuning fork. This setup ensures that the two sources have the same frequency and are...
1.9K
Correlation and Causation01:27

Correlation and Causation

Statistical tests can calculate whether there is a relationship, or correlation, between independent and dependent variables. An indirect relationship of the variables signifies a correlation, while a direct relationship shows causation. If it is determined that no connection exists between the variables, then the correlation is a coincidence.
Correlation versus Causation
If the dependent variable increases or decreases when the independent variable increases, there is a positive or negative...
42.4K
Intelligence01:27

Intelligence

The term "intelligence" is complex because it refers to both behavior and individuals, and its interpretation varies across cultures. European Americans tend to link intelligence with reasoning and cognitive skills, while in Kenya, it is tied to responsible participation in family and social life. In Uganda, intelligence is seen as the ability to know the right actions and carry them out effectively, while the Iatmul people of Papua New Guinea associate it with the capacity to remember...
8.5K