Education

AI Product Management

by data magics

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Latest episodes

Your Industry Knowledge | AI Product Management - Episode 9

October 7, 2026 · 6 min

Spotify Episode #9 — Your Industry KnowledgeYour Industry Knowledge | AI Product Management — Episode 9 In AI Product Management, knowing the technology isn’t enough. Your industry knowledge can become one of your biggest competitive…
Establish a Launch War Room: How AI Product Managers Orchestrate Successful Launches

October 5, 2026 · 8 min

Launching an AI product is rarely just about hitting the “release” button. The real work begins when multiple teams need to move together, decisions need to happen quickly, and unexpected issues start appearing in production. In this…
Measuring Quality in GenAI: Beyond Accuracy

September 29, 2026 · 7 min

How do you measure whether a Generative AI product is actually good? Traditional software gives us relatively clear metrics: accuracy, latency, uptime, conversion, and errors. GenAI changes the equation. The output is probabilistic…
Jobs to Be Done in AI: Stop Building Features, Start Solving the Job

September 27, 2026 · 7 min

AI products are changing faster than traditional product management playbooks can keep up. In this episode of the AI Product Management Podcast, we explore how the Jobs to Be Done (JTBD) framework can help product managers identify what…
From Zero to AI PM: How to Build an AI Product Management Career

September 25, 2026 · 7 min

What does it really take to become an AI Product Manager when you're starting from zero? AI is changing product management faster than most organizations can adapt. But becoming an AI PM isn't simply about learning how to use ChatGPT…

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Occam’s Razor: The Product Manager’s Toolkit for Better Decisions

September 21, 2026 · 8 min

Occam’s Razor: The Product Manager’s Toolkit for Better Decisions Product management is full of complexity — competing priorities, conflicting data, stakeholder opinions, customer demands, technical constraints, and endless possible…
Model Drift: Watch out AI's Silent Killer

September 19, 2026 · 7 min

Model Drift: Watch Out — AI’s Silent Killer AI systems can look like they’re working perfectly while quietly becoming less accurate, less relevant, and less reliable over time. In this episode, we explore Model Drift — one of the most…
Data Flywheels: Building Defensible Moats for AI Products

September 17, 2026 · 6 min

AI products can be copied- but the data, feedback loops, and learning systems behind them can create a moat that is much harder to replicate. In this episode, we explore data flywheels and how AI product teams can turn user interactions…
When AI Does What We Asked, Not What We Meant

September 14, 2026 · 5 min

AI systems are getting better at optimizing goals, but are those goals actually aligned with human values? In this episode, we explore the AI Value Alignment Problem: the gap between what an AI system is instructed to achieve and what…
The Blind Spot: Why AI Observability is Critical for Product Managers

June 23, 2026 · 5 min

Uncover the critical 'blind spot' in AI product development! This video reveals why AI Observability is non-negotiable for modern Product Managers, especially those navigating the complex world of AI PM. Learn how understanding and…
AI Product Chaos? How the AI Sandbox Tames Probabilistic Products!

June 22, 2026 · 5 min

Dive deep into the world of AI Product Management as we unveil the critical role of an AI Sandbox. Learn how product managers are containing the chaos of probabilistic AI products and driving innovation. This cinematic explainer video…
Empowered Teams: The AI Product Management Playbook Revealed!

June 21, 2026 · 7 min

Discover the ultimate Empowered Team Playbook designed for AI Product Management leaders and aspiring PMs. Learn how to build, nurture, and lead high-performing teams in the rapidly evolving world of AI products. This cinematic explainer…

Full episode archive on Apple Podcasts →

About the show

Welcome to AI Product Management — your go-to audio hub for mastering the intersection of artificial intelligence, product strategy, and real-world impact. This channel breaks down how today’s most innovative products are built using AI—from LLMs and generative AI to data-driven decision-making and scalable ML systems. Whether you're an aspiring PM, a tech professional, or an experienced product leader, you'll learn how to think, build, and grow like an AI-first product manager. 🚀 What you’ll discover: Turning AI capabilities into real product value Building and scaling AI-powered products