Moat

The One Question Every Founder Dreads: ‘So, What Does Your Company Do?’

A successful company that nobody can explain is a paradox that drives curiosity and fear. But that unexplainability can be a temporary moat — if you know how to build a narrative that turns mystery into momentum. This article reveals why the most viral companies aren’t the clearest, but the ones that make you feel something before you think.

I Paid €2,000 for an App. My Colleague Vibe-Coded the Same Thing for Free. And He Won.

I spent €2,000 and 19 months building an app. My colleague built the same thing for free in a weekend using AI. The difference wasn’t skill — it was knowing what to build. The moat has shifted from execution to distribution, data, and domain expertise. Code is now a commodity. Understanding is the only edge.

Open Weight AI Is Killing Innovation. Here’s How.

Open weight AI models are framed as democratization tools, but they actually slow frontier innovation by commoditizing baseline capabilities. Big tech uses them to build moats, starving independent labs of funding and trapping the industry in a cycle of incremental improvements. This article reveals the hidden cost of ‘good enough’ AI.