AI Builder Sprint 2026 - Day 1 - Understand AI Before You Build It | HelloPM

Welcome to The AI Builder Sprint 2026 by HelloPM – this is Day 1, where you start building with AI from the very first session. This 3-day sprint is designed to help you go from just understanding AI → actually building real AI products. In Day 1, we break down how AI works, how to approach learning GenAI the right way, and build your first AI-powered app using Google AI Studio. What you’ll learn in this session → Why AI is a massive opportunity (and how to think beyond the hype) → What companies actually value: building, prototyping, workflows, and judgment → Why most people fail at learning AI (and how to avoid that trap) → Purpose-driven learning vs getting stuck in theory → How LLMs work at a high level: tokens, vectors, embeddings → Pre-training vs post-training (SFT & RLHF explained simply) → Why hallucinations happen and how models are trained to reduce them → The concept of attention and how models understand context → The role of GPUs in the AI revolution → The core mental model: Understand → Transform → Generate → How real AI products like meeting summarizers and travel agents work → What are AI agents and how they take actions using APIs → How to think like a builder and convert ideas into products → Building your first app using Google AI Studio Chapters 00:00 Welcome & Session Kickoff 05:17 What This AI Builder Sprint Is About 08:18 The 3-Day Roadmap Explained 12:49 Free Tools & Setup Overview 13:07 The Reality of AI: Hype vs Opportunity 20:14 What Research & Data Say About AI Skills 23:04 Skills That Matter: Building, Prototyping, Workflows 24:50 Product Management Framework: Discovery, Delivery, Distribution 29:55 How AI Unlocks Better Product Discovery 31:38 Personal vs Business Use Cases of AI 38:07 Internet vs AI: Where We Are Today 43:04 The Wrong Way to Learn AI 46:51 Purpose-Driven Learning Explained 50:21 LLM Basics: Pre-training & Data 53:29 Vectors, Tokens & Embeddings Simplified 01:00:07 Post-training, SFT & RLHF 01:17:21 Attention Mechanism Explained 01:23:40 GPUs & Why They Matter 01:26:24 LLM Mental Model: Understand, Transform, Generate 01:29:55 Limitations: Hallucination & Context Window 01:31:16 Real Product Example: Meeting Summarizers 01:35:40 AI Agents Explained with Examples 01:40:02 APIs & How Products Like MakeMyTrip Work 01:46:02 How AI Agents Use Structured Outputs 01:52:30 Recap of Key Learnings 01:56:27 Building Your First App (Google AI Studio) 02:01:32 Building “Meeting Money Burner” App 02:06:15 Homework: Build a Resume Roaster 02:11:08 Design Guide for Better Prompts 02:14:18 What’s Coming in Day 2 ‣ Get all recordings, slide deck & resources from here → https://hellopm.link/tas26res ‣ Want to go deeper? Explore HelloPM’s flagship AI Product Management Program here → https://hellopm.co/?refer=tas26yt Don’t forget to subscribe for more sessions, case studies, and hands-on strategies in AI Product Management. Keywords AI Builder Sprint, Generative AI basics, LLM explained, AI agents, Google AI Studio tutorial, AI for beginners, build with AI, product building with AI, AI workflows, GenAI learning roadmap, AI bootcamp HelloPM, tokens vectors embeddings, RLHF explained, AI product management Tags / Hashtags #AIBuilder #GenerativeAI #LLM #AIProducts #HelloPM #AISprint #BuildInPublic #AIForBeginners #ProductManagement #FutureOfWork