World's Leading Safe AI Expert: Superintelligence Will Change Everything & It's Closer Than You Think! - Dr. Craig A. Kaplan

Superintelligence isn’t science fiction anymore. In this conversation, world‑leading safe AI expert Dr. Craig A. Kaplan explains why AI is already behaving less like a tool and more like a worker – and why the next jump to true superintelligence could change everything about how humans live, work, and make decisions.We talk about how AI went from clunky 1980s experiments to today’s large language models, why “machine learning” is only one part of a much bigger AI story, and what it really means to treat AI as an intelligent entity rather than a gadget. Dr. Kaplan shares why he’s still optimistic – even while estimating a non‑trivial risk that advanced AI could go catastrophically wrong – and what we can do right now to push the odds toward the best possible future.You’ll hear us dive into:Why AI is shifting from “tool” to “worker” and eventually to “co‑intelligence” with humansThe difference between AI, machine learning, and cognitive scienceThe “AI as a child” analogy and what it gets right about safety and valuesHow early neural networks struggled to recognize a single letter, and why those same ideas now run the systems changing the worldWhy computing power and data – not just algorithms – unlocked today’s AI boomWhat democratic, community‑driven AI could look like and why it might be our best safety mechanismHow to think about the real risk that superintelligence poses… without becoming a doomerIf you’re trying to understand where AI is actually headed – beyond hype tweets and doom headlines – this episode will give you a grounded, expert‑level roadmap for the next decade and what it means for you, your work, and your family.Chapters:0:00 – Intro: Superintelligence is closer than you think3:12 – Craig’s origin story: Berkeley, Exeter & UC Santa Cruz10:45 – Discovering AI and choosing Carnegie Mellon18:30 – Neural networks in the 1980s: why they barely worked25:55 – AI vs machine learning vs cognitive science (the big circles)33:40 – From “AI is a tool” to “AI is workers who use tools”39:50 – Dogs, dolphins and dolphins: what counts as an intelligent system45:10 – “AI is like a child”: values, parenting and safety52:05 – How big is the real risk? (80% upside, 20% tail risk)58:40 – Why pausing AI won’t work and what “steering” looks like instead1:05:15 – Democratic AI and communities of agents1:12:30 – Why AI could be the best thing to ever happen to humans1:18:00 – What to actually do now as AI accelerates1:22:10 – Final reflections and where to find Dr. KaplanConnect with Dr. Kaplan: Substack: https://read.superintelligence.com/SuperIntelligence: https://www.superintelligence.comiQ Company: https://www.iqco.comLinkedIn: https://www.linkedin.com/in/craigakaplan