TIME100 AI Scientist: The Next Era of AI Has Already Started | Richard Socher

📌 Head to https://granola.ai/marina and enter the code MARINA for 3 months off. Richard Socher is the fourth most-cited researcher in the history of natural language processing — he invented the word vectors and prompt engineering that run inside almost every chatbot you use. He sold his first startup to Salesforce, built You.com into a $1.5B unicorn, and in May 2026 raised $650M at a $4.65B valuation for Recursive: an AI that runs its own experiments and rewrites itself. In this conversation he explains why he thinks the self-improvement loop arrives within two years, which jobs grow and which disappear, and his hack for seeing the future — look at what only the wealthy can afford today, then ask which of it is bottlenecked on intelligence. Stay till the end for the first question he'd ask a superintelligence. Feeling behind on AI and don't know where to start? Start here. *Timestamps:* 00:00 — Intro 01:05 — What recursive self-improving AI actually means 02:35 — Reward hacking: when AI does what you said, not what you meant 05:42 — Why entrepreneurs love AI and hourly workers fear it 08:57 — Superintelligence vs. AGI 10:43 — The dimension of intelligence no one is working on 14:48 — His timeline: recursive self-improvement within 2 years 15:55 — How your business changes when AI gets metacognition 18:27 — Which jobs grow, which shrink: the elasticity rule 21:15 — His hack for predicting the future: what only the wealthy can afford 24:11 — Why home robots are a hardware problem, not software 25:56 — How he recruited co-founders from DeepMind, OpenAI, Meta 29:41 — Is a PhD still worth it? 31:41 — Who decides AI's goals — and the role of government 35:11 — Where he'd invest now: AI for biology 37:19 — Which market feels the AI hit next 40:39 — Advice for people who get paid by the hour 42:33 — His productivity hack for learning fast 43:53 — His first question to a superintelligence 45:27 — What gives people meaning in 2035 *Links:* 📩 Follow my Future-Proof Newsletter: https://siliconvalleygirl.beehiiv.com/subscribe?utm_source=youtube&utm_medium=video&utm_campaign=futureproof-sub&utm_content=Richard-Socher 🔗 My Instagram: https://www.instagram.com/siliconvalleygirl/ 📌 My Companies & Products: https://partnerships.marinamogilko.co