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The phrases "algorithmic transparency" and "algorithmic accountability" [2] are sometimes used interchangeably – especially since they were coined by the same people – but they have subtly different meanings. Specifically, "algorithmic transparency" states that the inputs to the algorithm and the algorithm's use itself must be known, but ...
[7] [8] For example, The IEEE has begun developing a new standard to explicitly address ethical issues and the values of potential future users. [9] Bias, transparency, and ethics concerns have emerged with respect to the use of algorithms in diverse domains ranging from criminal justice [10] to healthcare [11] —many fear that artificial ...
Algorithmic accountability refers to the allocation of responsibility for the consequences of real-world actions influenced by algorithms used in decision-making processes. [ 1 ] Ideally, algorithms should be designed to eliminate bias from their decision-making outcomes.
Without clear explanations of how decisions are made, users may feel uneasy relying on algorithmic outputs, particularly in high-stakes scenarios. For instance, transparency in medical AI systems—such as providing explanations for diagnostic recommendations—can significantly improve trust and reduce aversion.
ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT, formerly known as ACM FAT*) is a peer-reviewed academic conference series about ethics and computing systems. [1] Sponsored by the Association for Computing Machinery , this conference focuses on issues such as algorithmic transparency , fairness in machine learning , bias ...
The Federation of American Hospitals, which represents hospitals and healthcare companies, has been critical of the CMS transparency rules, arguing they are confusing and unhelpful to consumers.
Trustworthy AI is also a work programme of the International Telecommunication Union, an agency of the United Nations, initiated under its AI for Good programme. [2] Its origin lies with the ITU-WHO Focus Group on Artificial Intelligence for Health, where strong need for privacy at the same time as the need for analytics, created a demand for a standard in these technologies.
If Republicans gain control of Congress, they are widely expected to allow the enhanced ACA subsidies to expire at the end of 2025, depriving many people who buy coverage through the ACA and who ...