AI, Health, and the Problem with Optimization | Dr. Adam Russell

The Vitality Collective Podcast is a health and fitness podcast and performance podcast focused on strength, longevity, and real-world performance, bridging the gap between health and performance. Hosted by Dr. Jeremy Bettle, PhD -- an internationally recognized expert in Human Performance with over 20 years of experience working with elite athletes and high performers -- this podcast brings world-class expertise straight to you. Built from elite sport and applied to real life, it breaks down what actually drives resilience, health, performance, and long-term capability. Most people treating AI as a search engine are asking the wrong questions entirely. This episode with Dr. Adam Russell, AI Division Director at USC's Information Sciences Institute and former Chief Vision Officer of the US AI Safety Institute, breaks down why AI works as a thinking partner rather than an answer machine, and why that distinction changes everything for your health, your performance, and your organization. If you have been asking yourself how to actually use AI without handing over your judgment, this is the episode for you. What's inside: Why optimization is the wrong goal in human performance, and what to aim for instead The jagged frontier: why AI can outperform experts in some areas and completely fail in others, often without warning The difference between ME AI (using AI for your own tasks) and WE AI (using AI to expand collective intelligence) and why only one of them actually improves outcomes How AI is acting as a radioactive tracer inside healthcare, exposing where incentives are misaligned long before anyone was willing to name them Guest Bio Dr. Adam Russell is AI Division Director at USC's Information Sciences Institute. He previously served as Chief Vision Officer of the US AI Safety Institute and helped stand up ARPA-H. Earlier he spent a decade as a Program Manager at IARPA and then DARPA, where he became known as the DARPAnthropologist. Adam holds a BA in cultural anthropology from Duke and a D.Phil. from Oxford, where he was a Rhodes Scholar, and played rugby for Oxford and the US Men's National Rugby Team. Links and Resources Adam Russell on LinkedIn: search Adam Russell, University of Southern California  Three Actionable Takeaways Develop an explorer mindset, not an expert mindset. AI is going to keep changing faster than any map can capture. Commit to staying curious, testing tools, and being willing to not know rather than doubling down on outdated expertise. Focus on becoming a better human. AI amplifies what you already are. If you want AI to work well for you, invest first in being the kind of person whose values and judgment you want amplified. Use AI to connect you to other people, not replace them. Rather than using AI to get a final answer, use it to start a better conversation. Bring what you worked through with AI into your interactions with practitioners, colleagues, and coaches as a starting point, not a conclusion.