Quick and dirty prototypes with Andrew Ng

Orbit - An Hg software leadership podcast

In this episode of Orbit, Matthew Brockman, Managing Partner at Hg, sits down with renowned AI pioneer Andrew Ng to explore the rapidly evolving AI landscape. Andrew, who has led ground-breaking initiatives at Stanford AI Lab, Google Brain, and Coursera, shares fascinating insights on building in the AI era, including how the falling costs of prototyping (just $55,000 to create a working prototype) are democratising innovation and allowing companies to take more shots at goal with minimal risk. The conversation delves into practical advice for software leaders navigating this technological revolution, with Andrew emphasising that the real value lies in the application layer rather than foundation models themselves. He challenges conventional thinking about AI "kill zones," advocates for creating innovation sandboxes within organisations, and offers a compelling perspective on why professionals across all domains—from lawyers to doctors to marketers—should learn coding to effectively harness AI's potential. Andrew's prediction of the rise of "10x professionals" who can masterfully direct AI to accomplish tasks presents both an exciting opportunity and imperative for business leaders to embrace this transformative moment.