Human bias and discrimination in AI systems
Blogger post: As part of our AI auditing framework blog series, Reuben Binns, our Research Fellow in Artificial Intelligence (AI), and Valeria Gallo, Technology Policy adviser, look at how AI can play a part in maintaining or amplifying human biases and discrimination.
When it comes to explaining AI decisions, context matters
Blogger post: Alex Hubbard, Senior Policy Officer at the ICO, looks at some of the key themes identified in the ICO and The Alan Turing Institute’s interim report about explanations of AI decisions.
Known security risks exacerbated by AI
We would like to hear your views on how known security risks can be exacerbated by AI. We welcome any feedback on our current thinking.
Accuracy of AI system outputs and performance measures
Continuing our AI auditing framework blog series , Reuben Binns, our Research Fellow in Artificial Intelligence (AI), and Valeria Gallo, Technology Policy Adviser, explore how the data protection principle of accuracy applies to AI systems, and propose some steps organisations should take to ensure compliance.
Automated Decision Making: the role of meaningful human reviews (hosted on Blogger)
In the first detailed element of our AI framework blog series, Reuben Binns, our Research Fellow in AI, and Valeria Gallo, Technology Policy Adviser, explore how organisations can ensure ‘meaningful’ human involvement to make sure AI decisions are not classified as solely automated by mistake.