Figure 1 – Andrew’s examples of how applications of facial recognition fit into his Creepiness Matrix When Jisc’s self-paced Artificial Intelligence and Ethics course was first launched back in 2021, ChatGPT hadn’t yet appeared on the scene. OpenAI was still a niche name. Generative AI tools weren’t generating headlines—or policies. So you’d be forgiven […]
Tag: Responsible AI

Since writing about the environmental impacts of AI and the importance of taking a responsible approach last September (2024), AI technologies have become even more integrated into our digital infrastructure. Generative AI (e.g. ChatGPT, Gemini, Copilot) has been adopted by millions and is becoming as familiar as checking an email, which is particularly concerning given […]
Version 1.3 – 18 March 2025. First version published 9th Aug 2024 One key challenge institutions are facing when looking to adopt Generative AI relates to age restrictions and consent issues for learners under 18. This is not a new problem; age restrictions have been in place for several years when using online tools, and institutions […]
Before the release of ChatGPT late in 2022, predictions abounded on how the emergence of AI would impact social inclusion. Those with a positive outlook, for instance, forecasted that AI would make lifelong learning more affordable and higher in quality, enabling more inclusive opportunities throughout people’s lives. Others, meanwhile, warned that the digital […]
Another day, another new and slightly unexpected AI development. This time, it’s DeepSeek. It’s been hard to miss the news, but in case you have, here’s a quick summary: Chinese company DeepSeek has surprised the AI world by releasing a model that rivals OpenAI’s ‘chain of thought’ model. This is a model that ‘thinks through’ […]
There is, rightly, a lot of concern around AI and data security and privacy. However, it’s important we worry about the right things, and ideally for the right reasons. In particular, we are concerned that too much consideration is being given to the relatively low risks around AI training data obtained through the use of […]
Microsoft are making a change to the data protection offered by Copilot (the web version) which, we think, will make it even more attractive as the default option for most Universities and Colleges. Until now, there has been a difference in the level of data protection offered for the version of Copilot available at […]

As more people begin to use and experiment with generative AI, there is a growing awareness of its impact on the environment and sustainability. Every aspect of the AI lifecycle consumes natural resources, including energy, water and minerals, and as a result, releases greenhouse gases. There is an increasing emphasis on the need to use […]

Artificial Intelligence (AI) is quickly becoming a fundamental part of our daily lives. Its integration into various sectors has brought significant transformations, influencing how we work, communicate, and make decisions. While AI offers numerous benefits, it also presents challenges that need to be addressed to ensure its positive impact on society. One critical area that […]

The proliferation of generative AI (GenAI) tools and services is changing academic teaching and research. As digital tool providers increase the availability of these technologies, academics find themselves at a crossroads. The benefits of GenAI tools, ranging from increased efficiency and improved data analysis to innovative content creation are undeniable. However, it’s crucial to explore […]