Interview, Explained
In-depth breakdowns of tech interviews — section-by-section analysis with diagrams, quotes, and insights.
~48 minRichard Socher on Where AI Goes Superhuman First
Richard Socher argues AI goes superhuman wherever a problem offers unlimited data, a simulation, or a fast verifier — so building a scientific discovery engine is less about smarter models than about engineering verifiable environments and the rewards inside them.
~25 minRichard Socher on the Eureka Machine
Richard Socher argues AI's next frontier is scientific discovery — making biology programmable, writing proteins like language, and improving its own research — while regulation should target harmful uses, not intelligence itself.
~93 minRichard Socher on the Eureka machine that invents most everything
Richard Socher's new lab Recursive automates the one human step left in AI, research itself, to build a self-improving Eureka machine aimed at science, arguing that the real safety work is reward engineering and testing, and that we should regulate AI's specific applications rather than intelligence itself.