Bias is inherent. Unfortunately, human biases can unknowingly (or otherwise) creep into data collection and algorithm design in AI. It’s crucial for Leaders to proactively identify and mitigate these biases to ensure AI remains fair and ethical. This may involve techniques like using diverse datasets or employing fairness metrics during model development.
This includes assembling a diverse team of developers and ensuring fairness considerations are embedded within every stage of AI creation and deployment. In this topic, we explore ways to identify and address bias in data and algorithms to ensure fair and responsible AI. Leaders operating within clear ethical guidelines foster a sustainable AI environment, one that is conducive to ongoing innovation and responsible deployment of this powerful technology.
A talk by Dr Kevin Macnish And Nick Wild
A talk by Daniel Gale Digital Equity Manager, GRCC
A talk by Christina Tueje, Alice Wallbank, Tejal Shah & Marcia Hilton
September 2025
In ‘Why AI poses a threat to Net Zero goals‘, we discussed the sustainability challenges associated with AI as well as the barriers for organisations to overcome them. Since then, AI has been in the spotlight more and more for its impact on the environment, […]
August 2025
AI is everywhere right now and if you’re anything like me, your feeds are full of “You HAVE to be using this tool!” posts. It’s exciting… but also a bit like standing in front of a fire hose. Between work life, home life, and a […]
August 2025
Anybody who follows the activities of the House of Lords will have seen the topic of Artificial Intelligence (AI) being debated in the upper chamber a great deal recently. This is as a direct result of increasing AI related legislation passing through the House, addressing […]
August 2025
Understanding AI: Beyond the hype At the beginning of this year, The Department for Science, Innovation and Technology (DSIT) released its AI opportunities action plan, which outlined how it could transform public service delivery and how citizens interact with government. But guidance on what this will […]
August 2025
Today, the UK Government launched the Civil Society Covenant, committing to the principles of recognition, partnership, participation, and transparency. This initiative appears to welcomely diverge from the launch of the AI Opportunities Plan at the beginning of the year. In a January 2025 Digital Leaders blog, […]
July 2025
How digital triplet agents ensure responsible AI deployment Over the past three years, we have seen how the previously niche technologies of artificial intelligence (AI) and machine learning (ML) revolutionised various sectors with the rapidly evolving capabilities and more accessibility of GenAI and agentic solutions. […]
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