Insights

Insights for practical AI adoption.

Ideas, examples, and implementation thinking for people who want AI to become useful in real work, not just another set of tools to chase.

Why Beginners Might Beat Experts at Learning With AI

Why Beginners Might Beat Experts at Learning With AI

Why Beginners Might Beat Experts at Learning With AINino Giambalvo
Published on: 19/05/2026

People new to a field may have an AI learning advantage: they can learn the work and the AI workflow together, making hidden expertise more visible and repeatable.

Educating with AI
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What is an AI Supported Learning Experience?

What is an AI Supported Learning Experience?

What is an AI Supported Learning Experience?Nino Giambalvo
Published on: 23/03/2026

Most learning programmes lose traction when learners are left alone to apply ideas. This article explains how AI-supported learning experiences embed help at the action points.

Educating with AI
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