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Curated by: CampusX (12 videos)
In this video, we're launching a brand-new, highly critical playlist on CampusX: LLM Evaluations (LLM Evals). This series is designed to shift your mindset from building simple hobby projects to developing production-grade AI systems capable of serving millions of users safely and reliably. Mastering LLM evals will give you a massive competitive edge in GenAI interviews, where "How do you evaluate your RAG or Agentic systems?" has become a standard filtering question. This lecture was taken live for insiders, join here: https://youtu.be/j_G30FLmCcw 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 (@suf for queries) E-mail us at support@campusx.in 00:00 - Introduction 02:10 - Moving Beyond Common Tools: Introducing LLM Evaluations 03:46 - Two Major Career Advantages of Learning LLM Evals 04:42 - Agenda for Today's Video 05:17 - The Problem with "Vibe Testing" Your AI 08:04 - Case Study 1: The Air Canada Bereavement Refund Blunder 10:47 - Case Study 2: The $1 Chevrolet Dealership Jailbreak 12:31 - Case Study 3: The Lawyer Trapped by ChatGPT's Fake Legal Citations 14:47 - Why Evaluating LLMs is So Tricky 15:53 - Traditional Software Testing vs. Probabilistic LLM Evaluation 17:42 - The Multi-Dimensional Check: Factuality, Tone, Groundedness, & Cost 19:25 - Complete 10-Topic Playlist Chronology & Roadmap 20:55 - Sneak Peek: RAG, Agent, Safety, and Operational Metrics 22:46 - Outro