[Highlight] Why Henry Shi Chose Anthropic Over Starting Another Company

Most successful founders think they have exactly two career options after an exit: start another company or become a VC. Henry Shi discovered a third path that might be more valuable than either.

After getting rejected by investors 144 times in his previous startup, Shi could have easily slipped into the standard post-founder trajectory. Instead, he joined Anthropic as head of partnerships, choosing mission-driven work over the entrepreneurial treadmill. His decision reveals why the traditional binary is broken and what alternatives actually work.

The supposed choice between founding and investing isn't really a choice at all. "I think many people felt compelled or maybe even trapped to the two path of either being another founder or being an investor," Shi explains. "Those two are the only two options available to them. And whether that's because of opportunity cost or lifestyle choices or preference or even pride in some cases, I think it's often very hard for founders to say, hey, I want to work for someone again."

The pride factor cuts deep. After running their own show, successful founders resist reporting to someone else. But this resistance costs them access to the fastest-moving companies in the most important sectors. While they debate their next startup idea or pitch LPs on their fund thesis, the real action happens inside companies like Anthropic, where foundational technology gets built.

Shi's experience on both sides of the fundraising table exposed how broken the traditional VC model has become for most founders. Getting rejected 144 times taught him that venture capital is fundamentally "a selective sales process" where most founders waste months chasing capital that will never materialize. The math is brutal: large funds need to return the entire fund from just a few deals, which means they can only bet on companies with massive scale potential.

This creates a massive blind spot. "If you're making if you're, like, five people making 10,000,000 a year every year, that's pretty good. And probably they're probably doing better than most venture backed founders, right, who are illiquid, who are stuck," Shi argues. These profitable, controlled-growth businesses represent a huge opportunity that traditional VC ignores completely.

The solution isn't just complaining about VC economics. Shi advocates for new capital structures that can serve these overlooked founders: "Can you bet back founders in this earliest of stages in some sort of founder friendly structure that has early DPI and returns? It's not uncapped, but you're getting returns. You can recycle that and then help many more founders than just two founders a year because you have to return the whole fund."

Revenue-based financing and similar structures could unlock capital for thousands of founders who don't need or want to swing for billion-dollar exits. Instead of forcing every company into the same hypergrowth template, alternative funding could match capital structure to business model.

But Shi's most surprising insight comes from inside Anthropic itself. Critics dismiss AI safety rhetoric as "regulatory capture" or corporate posturing. Shi says that's wrong: "You definitely feel the alignment towards the mission, but really care about it and take it very seriously. People take it very seriously. It's very open, transparent. Dario gives these incredible, like, all hands discussions where it's he there's no corporate speak. He'll answer every single question."

This matters because it suggests the most important work in AI isn't happening at startups. It's happening at well-funded research companies with serious technical teams and genuine mission alignment. For founders with deep technical skills, joining these companies might create more impact than starting another SaaS business or climate tech startup.

Henry Shi's path offers a template: instead of defaulting to the founder-investor binary, evaluate where you can have the most impact and learning velocity. Sometimes that's inside a rocketship company working on foundational technology. Sometimes it's building new funding models for overlooked founders. But it's rarely the obvious choice.

The next time you meet a successful founder debating their next move, ask them about their third option. The binary is a trap.