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Published on 17 September 2025

Unlocking the Potential of Machine Learning: Opportunities, Interpretability, and a Balanced Approach

As organisations become more data-driven, machine learning (ML) is changing how we understand and use information. I’ve seen, in my work, the immense potential of ML. I’m excited about the opportunities it brings to all kinds of organisations. But, with these opportunities comes the duty to use ML wisely. I’ll share insights on ML’s key opportunities. I’ll discuss how to deepen our understanding. I’ll explain why tools like SHAP are vital for trust and transparency.