Which AI company should you work for if you want to optimize for career success?
I used Claude to research career frameworks from 6 prominent entrepreneurs –
@eladgil @pmarca @paulg @naval @rabois – and asked it to rank every single AI company into a tier list.
The process: I had Claude pull each person's most iconic essay on career decisions, extract the first principles from each framework, and then score every major AI company against all 8 criteria simultaneously.
The criteria:
1. Wave Riding – Is this company at the epicenter of the most important market shift happening right now?
2. Talent Density – Will your coworkers be the best people you've ever worked with, and will this alumni network compound for decades?
3. Stage & Optionality – Is the company small enough (20-200 people) that you'll wear many hats, with equity that can still appreciate 20-100x?
4. Compounding Learning – Will your rate of learning stay high year after year, and can you become a "barrel" who takes ideas from zero to shipped?
5. Specific Knowledge Leverage – Will you build skills that feel like play to you but look like work to others, with access to code, media, or capital leverage?
6. Curiosity & Mission – Does the work excite genuine intellectual curiosity, and is the company's mission real – not just a recruiting pitch?
7. Equity & Ownership – Do you own a meaningful piece of the outcome, or are you just renting your time for a salary?
8. Brand Signal – Will this name on your resume open every door afterward, and are you building a public reputation through accountability?
What am I missing? Do you agree with this list?