Blog / Insights
Thoughts, tutorials, and perspectives on artificial intelligence, research, and technology.
Featured Articles
The Conversation We're Not Having About AI in Higher Education
We're so caught up in debates about academic integrity that we're missing something fundamental about how learning actually happens. As someone who's championed dialogic approaches to teaching, I explore whether AI might open up new spaces for rich, generative dialogue or shut those spaces down entirely.
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Thinking Aloud About Agentic AI
Agentic AI breaks the pattern. These systems do not just observe and advise. They decide and act, often before a human realises there is anything to respond to.
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The Code-Switching Problem: Why Multilingual AI Is Harder Than It Looks
I remember sitting in a meeting room in Taxila, listening to our Pakistani banking partners discuss their customer verification systems. The conversation flowed naturally between Urdu, English, and occasional Hindi phrases. Then one of the bankers asked: "Can your AI understand this?"
The Privacy Paradox: Why Federated Learning Is Not Enough
I remember the moment when my confidence in federated learning began to slip. From the gradients alone, those supposedly harmless updates, they reconstructed recognisable features from the training data.
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