Eugene Zhang is a founding partner at TSVC who requires all founders to be full-time (not advisors) and uses an unusual "team, team, team; market; product/tech" framework where team quality is weighted three times more heavily than other factors. At TSVC, all partners including Zhang participate in economics based on the same contribution formula rather than seniority, and the firm has backed overlooked founders like Zoom's Eric Yuan at seed stage when other VCs passed.

• Distinction between early and late-stage investing in the age of automation. He argues that while artificial intelligence will commoditize data-heavy late-stage diligence, seed investing retains its edge because it relies on human intuition and relationship-building that algorithms cannot yet replicate.
• Deep interest in healthcare infrastructure and systemic reform. He highlights the paradox of the US possessing advanced medical technology while the population remains unhealthy, showing specific enthusiasm for startups that rebuild care pathways or create comprehensive benefit access for smaller employers.
• Perspective on evolving business models for artificial intelligence startups. He observes that large companies are moving toward paying for outcomes rather than just software tools, suggesting a shift in how vertical AI agents should be monetized, while also noting that enterprise sales cycles remain long and require traditional grit like cold calling.
• Focus on cross-border dynamics, manufacturing, and high-skilled immigration. He frequently analyzes the tension between US and Chinese industrial capabilities, questioning the feasibility of domestic hardware production and advocating for policies that help retain top engineering talent and PhD students within the US innovation economy.