Type: Podcast / Interview Main Topic: An exhaustive exploration of the paradigm shift from manual coding to agentic delegation, the future of AI research, the unbundling of digital interfaces, and the philosophical implications of localized vs. frontier AI models. Speakers: Host (No Priors Podcast) & Andrej Karpathy (Renowned AI Researcher, former Director of AI at Tesla, former OpenAI foundational member). This conversation serves to document the radical shift occurring at the absolute frontier of individual human productivity. Andrej Karpathy details his personal transition into "AI Psychosis"—a state of hyperproductivity driven by delegating tasks to autonomous AI agents (primarily Claude and Codex). The secondary purpose is to forecast how this microlevel shift will translate to macrolevel structural changes in global job markets, software engineering, scientific research, and human education. The Redefinition of Coding: "Code's not even the right verb anymore, right? But I have to express my will to my agents for 16 hours a day. Manifest... I don't think I've typed like a line of code probably since December." The "Skill Issue" Paradigm: "Everything feels like a skill issue when it doesn't work... It's not that the capability is not there. It's that you just haven't found a way to string it together." The True Bottleneck: "You used to feel nervous when your GPUs are not running... Now it's not about flops, it's about tokens. What is your token throughput and what token throughput do you command?" The Jevons Paradox in Software: "Software was scarce... If the barrier comes down, you have the Jevons paradox: the demand for software actually goes up because it's cheaper." The Evolution of UI/UX: "These apps that are on the App Store for using smart home devices... these shouldn't even exist. Shouldn't it just be exposed API endpoints and agents are the glue?" Karpathy illuminates a "gamechanger" shift in knowledge work. The primary constraint o
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