25/09/2026
AI can make it remarkably easy to get more done. But getting more done isn’t necessarily the same as building greater capability.
In a recent episode of the Cambridge Executive Business Insights: Rethinking AI podcast, Viren Lall, Managing Director of ChangeSchool, joined Professor Jaideep Prabhu to explore what a more disciplined approach to AI could look like.
Viren describes the risk of treating AI like a “candy machine”: put in a prompt, get an instant result, move on. It might save time in the moment, but does it help people and organisations think better, learn more or create lasting value?
The accompanying article explores how leaders can move beyond these quick wins and use AI for deeper, more strategic work, challenging its outputs, applying human judgement and, crucially, capturing what works so that knowledge and capability build over time.
It’s a useful perspective on frugal AI that shifts the conversation away from simply doing more with the technology, towards using it more deliberately.
Read the full article: https://execed.blog.jbs.cam.ac.uk/2026/from-ai-productivity-to-lasting-capability/