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HBO and The Ringer's Bill Simmons hosts the most downloaded sports podcast of all time, with a rotating crew of celebrities, athletes, and media staples, as well as mainstays like Cousin Sal, Joe House, and a slew of other friends and family members who always happen to be suspiciously available.
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Feeling overwhelmed by the constant barrage of AI and language model news? You're not alone. We've distilled expert knowledge into a comprehensive guide that cuts through the noise to reveal what truly matters about Large Language Models.
Journey with us from first principles to cutting-edge applications as we unpack how these AI systems actually work—from their neural network foundations to the billions of parameters that power their understanding. But this isn't just technical theory; we explore how major companies are implementing LLMs right now across industries. Discover how Instacart uses AI assistants for coding, how Zillow detects discriminatory content in listings, and how Uber's "Dragon Crawl" performs mobile app testing with human-like intuition.
We don't shy away from the challenges either. Our deep dive into AI hallucinations reveals why these models sometimes generate completely fabricated information and the serious consequences this can have—including a cautionary tale of a lawyer who faced sanctions after submitting AI-generated fake legal citations to federal court.
Looking to the future, we explore Meta's groundbreaking Llama 4 with its mixture of experts architecture and staggering 10-million token context window. Learn how multimodal capabilities are transforming these systems and why specialized models are becoming the new standard. We close with an examination of how LLMs are reshaping education through personalized learning, automated grading, and AI tutoring that could help bridge educational divides.
Whether you're a tech professional, business leader, or simply curious about how AI is changing our world, this comprehensive guide will leave you genuinely informed about where these technologies stand today and where they're heading tomorrow. Subscribe now to stay ahead of the curve on the AI revolution!
Chapters
1. Drowning in Language Model News? Your AI Lifeline (00:00:00)
2. Drowning in LLM News (00:00:19)
3. How Large Language Models Actually Work (00:01:19)
4. Real-World LLM Applications (00:04:22)
5. The Hallucination Problem (00:11:35)
6. Future Trends in LLM Development (00:17:52)
7. LLMs in Education (00:25:56)
8. Balancing Power with Responsible Use (00:29:44)
15 episodes
