Ian Hogarth pairs deep technical AI knowledge with broader thinking about politics and national strategy, and he's invested in more than 50 machine learning startups spanning drug discovery to defense, including Anthropic and Helsing. He looks for founders with a clear, unusual vision who understand how power and money move through a market, and he gets hands-on with early hiring, fundraising, and branding rather than staying at arm's length.