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AI is everywhere right now. But very little of it actually works at scale. In this episode of Scaler Pod, we sit down with Gaurav Toshniwal, Founder of Sherlocks.ai, to talk about what it really takes to build AI-first products that create value, not just demos. From his entrepreneurial journey and early lessons at Doubtnut to building AI systems that handle real-world data safely, Gaurav shares a grounded, experience-driven perspective on AI, engineering leadership, and startup decision-making. Join our FREE Masterclasses here: https://www.scaler.com/events/?progra... This conversation goes deep into how founders and engineers should think about feature bloat, user behaviour, AI safety, LLM limitations, and why most AI products today are more hype than substance. What you’ll learn in this episode: How to decide what not to build as an engineering leader Real challenges of using LLMs with production data How AI agents should be trained before real-world deployment Lessons from Indian edtech and startup monetisation culture Chapters: 00:00 - Introduction 2:14 - Gaurav's Journey - Early Career Days 5:08 - Experience and Insights from Doubtnut 12:30 - Building Products and Features in the AI Era 17:45 - Ensuring LLMs avoid data-handling mistakes 23:17 - AI Safety Concerns and Measures 29:25 - Does AI Create Real Value or Just Hype? 34:40 - How Indians Drive Tech Advancements - India VS Abroad This episode is especially relevant for founders, AI engineers, product leaders, and tech professionals who want to build meaningful systems, not chase trends. #ScalerPod #AIStartups #FoundersTalk #EngineeringLeadership #AIBuilding #AppliedLearning #TechAndAI ______________________________________________________________________________ About SCALER: A transformative tech school, creating talent with impeccable skills. Upskill and Create Impact. Learn more about Scaler: http://bit.ly/3UPH9b6 📌 Follow us on Social and be a part of an amazing tech community📌 👉 Tweets you cannot afford to miss out on - / scaler_official 👉 Check out student success stories, expert opinions, and live classes on Linkedin - / scalerofficial 👉 Explore value-packed reels, carousels and get access to exclusive updates on Instagram - / scaler_official 📢 Be a part of our one-of-a-kind WhatsApp community: https://whatsapp.com/channel/0029VbAi... 🔔 Hit that bell icon to get notified of all our new videos 🔔 If you liked this video, please don't forget to like and comment. Never miss out on our exclusive videos to help boost your coding career! Subscribe to Scaler now! https://www.youtube.com/Scaler?sub_co...