{"podcast":{"title":"Breaking Math Podcast","slug":"breaking-math-podcast-325661","podcast_index_feed_id":325661,"rss_url":"https://media.rss.com/breaking-math/feed.xml","website_url":"https://breakingmath.io","image_url":"https://media.rss.com/breaking-math/20260128_120149_db52c06c727767171b7ad28e5f6a32af.png","author":"Autumn Phaneuf & Noah Giansiracusa","episode_count":192,"summary":"Breaking Math is a deep-dive science, technology, engineering, AI, and mathematics podcast that explores the world through the lens of logic, patterns, and critical thinking. Hosted by Autumn Phaneuf , an expert in industrial engineering, operations research, and applied mathematics, and Noah Giansiracusa , a mathematician and leading voice in algorithmic literacy and technology ethics, the show is dedicated to uncovering the mathematical structures behind science, technology, and the systems shaping our future. What began as a conversation about math as a pure and elegant discipline has evolved into a platform for bold, interdisciplinary dialogue. Each episode of Breaking Math takes listeners on an intellectual journey—into the strange beauty of chaos theory, the ethical dilemmas of AI and algorithms, the hidden math of biology and evolution, or the physics governing black holes and the cosmos. Along the way, Autumn and Noah speak with working scientists, researchers, and thinkers across fields: computer scientists, physicists, chemists, engineers, economists, philosophers, and more. But this isn’t just a podcast about equations. It’s a show about how mathematics shapes the way w…","last_synced_at":null,"page_url":"https://stenobird.com/podcast/breaking-math-podcast-325661"},"episode":{"title":"AI Isn’t Replacing You—It’s Changing the Rules with Sheamus McGovern","slug":"ai-isn-t-replacing-you-it-s-changing-the-rules-with-sheamus-mcgovern","published_at":"2026-04-26T03:08:34+00:00","page_url":"https://stenobird.com/podcast/breaking-math-podcast-325661/ai-isn-t-replacing-you-it-s-changing-the-rules-with-sheamus-mcgovern","show_page_url":"https://stenobird.com/podcast/breaking-math-podcast-325661","url":"https://rss.com/podcasts/breaking-math/2767616","audio_url":"https://content.rss.com/episodes/369257/2767616/breaking-math/2026_04_26_02_57_44_c382cd22-4a39-476d-b898-dd9741d1d0f5.mp3","summary":"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. Timestamps 00:00 – The biggest misconception about AI 02:00 – Algorithmic trading and the origins of AI in finance 05:00 – The birth of ODSC AI and the data science movement 09:30 – Breakthrough moments in AI 16:30 – Democratization of AI and open-source tools 19:00 – The AI Skill Flip 24:00 – The truth about AI replacing jobs 27:00 – Real-world AI success stories 32:30 – How to actually start learning AI today Follow Sheamus McGovern on LinkedIn ( https://www.linkedin.com/in/sheamus/ ) ODSC Website ( https://odsc.ai/ ) Follow Breaking Math on Substack ( https://breakingmath.substack.com/ ) Twitter ( https://x.com/breakingmathpod ) Instagram ( https://www.instagram.com/breakingmathmedia/ ) Bluesky ( https://bsky.app/profile/breakingmath.bsky.social ) Website ( https://www.breakingmath.io/ ) YouTube ( https://www.youtube.com/@BreakingMathPod ) Follow Noah on Instagram ( https://www.instagram.com/profnoahgian/ ) Twitt…","meta_description":"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 s…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2133,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/breaking-math-podcast-325661/episodes/ai-isn-t-replacing-you-it-s-changing-the-rules-with-sheamus-mcgovern/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/breaking-math-podcast-325661/ai-isn-t-replacing-you-it-s-changing-the-rules-with-sheamus-mcgovern.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}