Christoph Gum: the billion-dollar AI octopus

In conversation with Peter Heinrich, Christoph Gum, co-founder and CEO of Private Alpha, takes stock of the current phase of the AI market — and shows where he sees new opportunities for gains. Nvidia is at the centre of it: through targeted acquisitions such as Hugging Face and a consistent platform strategy, the company is tying developers and open-source models ever more closely to its own ecosystem.

Gum is explicit about the central risk: the entire AI cycle rests on demand for computing power continuing to rise — a dynamic that shapes both the investment decisions and the acquisition strategy of the large providers.

The conversation also touches on the launch of OpenAI’s GPT-6 Astra and the question of whether that makes an Anthropic IPO more attractive or riskier. Gum points to the strong interest from private investors worldwide and shows where AI is beginning to supplement or replace established standard solutions in the software market.