
The Butler did it
450 posts

The Butler did it
@finance_prof_
Finance prof and part-time educator of fish.





When his plan failed, Philippe Aghion had to reconsider – and the outcome turned out to be a success. 2025 economic sciences laureate Philippe Aghion’s ambition was to join the Harvard Society of Fellows, but he failed. Instead, he ended up at MIT, where he met Peter Howitt. They started to collaborate and created a mathematical model explaining how creative destruction drives economic growth. In 2025, the duo was awarded the economic sciences prize for their joint theory. Aghion’s failure thus turned out a success. Last December in Stockholm, Sweden, Aghion took part in a conversation with his co-laureate Joel Mokyr and journalist Katrine Kielos. You can watch the entire economics seminar here: youtube.com/watch?v=noWccY…



Honestly, the huge focus on getting into a good college, PhD program, Goldman Sachs, etc. seems to reflect a deep disbelief in the eventual efficiency of labor markets. Nobody seems to believe any more that if you just develop skills, the skills will pay off eventually


Everyone is obsessed with 🦞 @openclaw and @moltbook and the idea of autonomous agents running your life or building societies. But what happens when you scale that up? What if, instead of agents checking your calendar and posting on Reddit, you had hundreds of agents collaborating to construct the building blocks of life 🧬 from "first principles"? We created a Swarm of AIs to design never-before-seen-proteins, far outside of what Nature has produced. They negotiate, debate, and optimize locally to design proteins from scratch, with decentralized logic. No training required, pure emergence! These proteins 👇 were designed by a swarm of AIs!



If someone offered you $1,000,000 to watch the same movie for 24 hours straight—what movie would you choose?













