When policy sounds like AI hallucination, is it still human error? 

In this episode, Debs and YC dive into the surreal world of deepfakes, absurd tariffs, and the line between synthetic and stupid. Real tech explainers (GANs, diffusion, watermarking), penguins, and a few uncomfortable truths about truth. Also, yes, there’s a song again.

All opinions expressed are personal and do not represent the views of any academic institution or investment fund.  No penguins were harmed in the making of this podcast.

In this debut episode of UNSUPERVISED, Debs and YC take on the terrifying, real-world implications of AI on the battlefield. From levels of drone autonomy to AI camouflage and spoofing attacks, they unpack just how far automated warfare has already gone—and why some of the most lethal tech might be built in a garage.

EP00: What is Unsupervised?

You’ll meet Deborah Chen, an author and investor who isn’t afraid to ask the stupid questions—and YC, one of the UK’s leading AI professors, who’s agreed to try answering them. Together, they’re hosting this podcast about everything artificial intelligence. From drone warfare to deepfake Vladmir Putin, algorithmic dating to AI ethics, "Unsupervised" is unfiltered, uncensored, and unnervingly honest.

Why Unsupervised? What’s the show really about? And who else is joining along the way? It all starts here.