UK government transparency framework

[Joe-Heffer-Shef]

This is the framework I raised in the class:

"Ethics, Transparency and Accountability Framework for Automated Decision-Making"

The ethical considerations of artificial intelligence and automated systems is at the centre of technological advancement.

According to a recent EU survey and a British Computer Society survey in the UK, there is a distinct distrust in the regulation of advanced technology. A review by the Committee on Standards in Public Life found that the government should produce clearer guidance on using artificial intelligence ethically in the public sector.

[Joe-Heffer-Shef]

IBM research A framework for fostering transparency in shared artificial intelligence models by increasing visibility of contributions

[Joe-Heffer-Shef]

6 Explainable AI (XAI) Frameworks for Transparency in AI

[richplant]

Rudin (2018) argues that there's a moral responsibility to stop using explanatory investigation for black boxes, and instead use interpretable models: Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead