

Sean Johnson 🔥
14.5K posts

@intentionally
CEO of @hiremadison. Kellogg professor. Company builder. Investor w/ multiple exits. Occasional coach. Amateur chef. Founding Partner at Manifold.









Your grandparents had grandparents. They had grandparents. Somewhere back there, someone got on a boat, or didn't. Someone changed their name, or had it changed for them. Someone is buried in a cemetery you've never heard of in a country you've never been to. Most families lose track after two generations. I used AI to push mine back nine. One session with @karpathy's autoresearch pattern: over 100 organized research files. It found a 1940 Norwegian emigrant history with my ancestors in it. Resolved a maiden name question that confused my family for 70 years. Identified relatives no one alive knew existed. The method is simple: set a goal, measure progress, verify against real records, repeat. The AI searches public archives, cross-references birth certificates against cemetery records against church books, and logs everything it finds (and everything it doesn't). Open sourced the whole toolkit. Prompts that do the research for you, archive guides for 20+ countries, starter templates, even a framework for making sense of DNA results. If you have a box of old photos and unanswered questions, this is where to start. github.com/mattprusak/aut…

I’m an AI optimist, for a counter-intuitive reason. I think there’s a good chance it will create the conditions for more people to lean into their true work in this world. I often talk about the framework Job/Vocation/Work/Life. Job is what I do for money. Vocation is what brings me joy. Work is the sum of lasting good I create in the world. Life is the person I’m becoming. It seems plausible that many jobs will change, almost beyond recognition, and that our relationship to money and status and prestige will change with it. But there’s a gift in that. I tend to think that if the robots do end up taking on many aspects of white collar jobs, what will remain will be vocation and work. I suspect we will be no less fulfilled - perhaps more so. And that those economies, while perhaps smaller, will be vibrant. When I was a kid, we had a young authors conference at school where we got to write and illustrate our own books. It was the highlight of my elementary education. When I got to high school I read Dave Barry books incessantly. Tried to imitate his style in papers, to the chagrin of my teachers. And when I graduated college I (very ironically) wrote a book about how to get a job. I think the seeds of my vocation and work were there from the beginning. I have been many things in my career. And I love my work now. I’m not rooting for it to end, and I’m going to do my best to build something beautiful and enduring. I’m also leaning hard into the tools. I’ve never been more engaged or productive professionally. It’s a challenge to put it away at night. It’s that fun. BUT. I’m also relatively at peace with the notion that I might get caught up in the AI wave eventually. Because I think it will mean I get to lean harder into vocation and work. When I was 6 I didn’t say I want to be a VC or CEO. I said a writer (and NBA player. Some dreams do die.) If the robots do come for me, I suspect I will still write, even more than I do now. And cook. And perhaps perform mediocre stand-up again. And coach and teach and guide people, as best I’m able. My job might change. But my vocation won’t. Neither will my work. And I think if all that does happen, society will figure it out. I think it will be sorta like Covid. Perhaps it won’t happen as quickly as we’d hope, and there will be messiness for sure. But I think we’ll figure it out. And when we do, many more people will remember the seeds of their own vocations. Will become teachers or dancers or musicians or firefighters or florists or poets or artists. Which doesn’t sound too bad to me.
