<p>In this episode we sit down with Sheamus McGovern, founder of the Open Data Science Conference (ODSC AI), to unpack what AI actually looks like. Sheamus shares what’s really happening behind the scenes of the AI boom and why the biggest shift isn’t job loss, but a complete transformation of skills. From explaining why AI is reshaping—not replacing—jobs, to breaking down the gap between hype and real-world applications, this conversation explores how early algorithmic trading foreshadowed today’s AI revolution, why open-source tools like TensorFlow and PyTorch changed everything, what the “AI Skill Flip” means for your career, and why even data scientists are questioning their future. Along the way, the biggest mistake people make when trying to learn AI, and why the smartest approach isn’t to learn everything—but to start intentionally and build from there. </p><p></p><p>Timestamps</p><p>00:00 – The biggest misconception about AI </p><p>02:00 – Algorithmic trading and the origins of AI in finance </p><p>05:00 – The birth of ODSC AI and the data science movement </p><p>09:30 – Breakthrough moments in AI </p><p>16:30 – Democratization of AI and open-source tools </p><p>19:00 –<em>The AI Skill Flip </em></p><p>24:00 – The truth about AI replacing jobs </p><p>27:00 – Real-world AI success stories </p><p>32:30 – How to actually start learning AI today</p><p></p><p>Follow Sheamus McGovern on</p><p>LinkedIn (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.linkedin.com/in/sheamus/">https://www.linkedin.com/in/sheamus/</a>)</p><p>ODSC Website (<a target="_blank" rel="noopener noreferrer nofollow" href="https://odsc.ai/">https://odsc.ai/</a>) </p><p>Follow Breaking Math on</p><p>Substack (<a target="_blank" rel="noopener noreferrer nofollow" href="https://breakingmath.substack.com/">https://breakingmath.substack.com/</a>)</p><p>Twitter (<a target="_blank" rel="noopener noreferrer nofollow" href="https://x.com/breakingmathpod">https://x.com/breakingmathpod</a>)</p><p>Instagram (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.instagram.com/breakingmathmedia/">https://www.instagram.com/breakingmathmedia/</a>)</p><p>Bluesky (<a target="_blank" rel="noopener noreferrer nofollow" href="https://bsky.app/profile/breakingmath.bsky.social">https://bsky.app/profile/breakingmath.bsky.social</a>)</p><p>Website (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.breakingmath.io/">https://www.breakingmath.io/</a>)</p><p>YouTube (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.youtube.com/@BreakingMathPod">https://www.youtube.com/@BreakingMathPod</a>)</p><p>Follow Noah on</p><p>Instagram (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.instagram.com/profnoahgian/">https://www.instagram.com/profnoahgian/</a>)</p><p>Twitter (<a target="_blank" rel="noopener noreferrer nofollow" href="https://x.com/ProfNoahGian">https://x.com/ProfNoahGian</a>)</p><p>Bluesky (<a target="_blank" rel="noopener noreferrer nofollow" href="https://bsky.app/profile/profnoahgian.bsky.social">https://bsky.app/profile/profnoahgian.bsky.social</a>)</p><p>Follow Autumn on</p><p>Twitter (<a target="_blank" rel="noopener noreferrer nofollow" href="https://x.com/1autumn_leaf">https://x.com/1autumn_leaf</a>)</p><p>Bluesky (<a target="_blank" rel="noopener noreferrer nofollow" href="https://bsky.app/profile/1autumnleaf.bsky.social">https://bsky.app/profile/1autumnleaf.bsky.social</a>)</p><p>Instagram (<a target="_blank" rel="noopener noreferrer nofollow" href="https://www.instagram.com/1autumnleaf/">https://www.instagram.com/1autumnleaf/</a>)</p><p>Substack (<a target="_blank" rel="noopener noreferrer nofollow" href="https://substack.com/@1autumnleaf">https://substack.com/@1autumnleaf</a>)</p><p>email: <a target="_blank" rel="noopener noreferrer nofollow" href="mailto:[email protected]">[email protected]</a></p>