AI Is Already Trading Markets — We Just Don’t See It Yet | Nathan Powell

AI Is Already Trading Markets — We Just Don’t See It Yet | Nathan Powell

53:56 Feb 12, 2026
About this episode
AI isn’t coming for markets — it’s already here.In this episode of Futures Edge, Jim Iuorio and Bob Iaccino sit down with Nathan Powell, Founder & CEO of Deep Market Making, to explore how deep learning is quietly transforming bond markets, trading desks, and financial decision-making — far faster than most investors realize.Nathan shares his journey from Microsoft’s early deep-learning research to JP Morgan, where AI models beat traditional bond pricing systems and went live in production. From there, the conversation expands into bigger, more uncomfortable questions:- Will AI eliminate trading jobs — or redefine them?- Is the “edge” in markets shifting from execution to asking better questions?- Can AI optimize markets without causing dangerous alignment or crashes?- And what does this mean for younger generations choosing careers in a world where intelligence is automated?This episode goes well beyond investing. It’s about how humans coexist with exponentially improving machines, why finance may be the most under-AI’d industry of all, and why traders may need to think more like entrepreneurs going forward.Timestamps: Chapters00:00 Introduction and Housekeeping01:00 Nathan Powell's Background in AI and Finance03:59 The Role of AI in Trading and Market Predictions07:44 Human vs AI: The Future of Trading11:44 Deep Market Making: Applications and Future Plans14:24 AI's Pervasiveness and Its Impact on Employment17:16 Education and the Future Job Landscape20:54 Concerns About Technology and Its Effects on Society24:31 AI's Accuracy and Reliability in Financial Markets27:59 The Impact of AI on Various Sectors29:03 AI in Finance: A Game Changer29:52 Challenges in Quantitative Finance31:01 Measuring AI's ROI in Banking32:40 Optimizing Trading Strategies with AI37:00 Multi-Objective Optimization in Trading39:07 Addressing AI Fears and Misalignments42:08 The Future of AI and Financial Crashes44:07 Convergence of AI and Crypto
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