All Things LLM
Mr. Dew
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About the Show
All Things LLM is your go-to podcast for demystifying Large Language Models! We break down their core concepts—like tokens, embeddings, and the self-attention that powers GPT-4 and Llama. Learn how LLMs are built, trained, and fine-tuned (SFT, RLHF, PEFT) on massive datasets. Discover real-world use cases in healthcare, finance, chatbots, code, RAG, and more. We explore the LLM ecosystem, covering open-source vs. closed models, LLMaaS, LangChain, and LLMOps tools. Plus, we tackle challenges—hallucination, bias, ethics, security, privacy, and the future of AI. Subscribe to master LLMs and unlock AI’s full potential!
Partnership & Audience Signals
9 of recent episodes transcribed
Production & Distribution
Recent Episodes
S1E15 The Paradigm Shift & The Black Box: Reasoning Models and the Quest for Understanding
In the grand finale of "All Things LLM," hosts Alex and Ben look ahead to the bleeding edge—and reflect on the ultimate question for AI: can we ever truly understand how these models think?Inside…
S1E11 Prompt Injections and Data Poisoning - Securing Your LLM
As LLMs power more business workflows, security risks grow. In this essential episode of "All Things LLM," hosts Alex and Ben break down the new wave of cybersecurity threats targeting language…
S1E14 From Prediction to Action - Autonomous Agents and LAMs
What happens when AI not only understands the world, but acts in it? In this trailblazing episode of "All Things LLM," Alex and Ben chart the rise of next-generation AI: autonomous agents and Large…
S1E13 More Then Words - The Rise of Multimodal LLMs
AI’s next great leap isn’t about bigger models—it’s about broader senses. In this season premiere of "All Things LLM," Alex and Ben explore the revolutionary world of multimodal large language models…
S1E12 How Good Is It, Really? - A Guide to LLM Evaluation
In the season finale of "All Things LLM," hosts Alex and Ben turn to one of the most important—and challenging—topics in AI: How do we objectively evaluate the quality and reliability of a language…
S1E8 The Human Touch - How RLHF Aligns Models with Our Values
How do we make AI not just smart, but safe and genuinely helpful? In this episode of "All Things LLM," Alex and Ben break down the vital process of alignment—transforming a powerful language model…
S1E10 Hallucinations, Bias, and Black Boxes - The Biggest Challenges
Powerful language models are reshaping the world, but serious challenges remain. In this revealing episode of "All Things LLM," hosts Alex and AI expert Ben tackle the core limitations and ethical…
S1E9 Open vs. Closed - The Great Model Debate
Season 4 of "All Things LLM" kicks off with one of the most crucial debates in AI today: open-source vs. closed-source (proprietary) language models. Hosts Alex and Ben cut through the hype to…
S1E7 The Art of the Ask - A Practical Guide to Prompt Engineering
Unlock the full potential of large language models with this hands-on episode of "All Things LLM." Hosts Alex and AI expert Ben break down the essential (and rapidly evolving) discipline of prompt…
S1E5 Cooking with Terabytes - Training an LLM from Scratch
Get an insider’s look behind the curtain of modern AI with this episode of "All Things LLM." Join hosts Alex and AI expert Ben as they reveal the colossal effort, expense, and ingenuity required to…
S1E6 Making It Yours - Fine-Tuning, PEFT, and RAG
Discover how generalist AIs become powerful specialists in this episode of "All Things LLM." Hosts Alex and AI expert Ben break down the next stage of the LLM lifecycle—customization—and unpack the…
S1E4 The Magic of "Attention" - How LLMs Understand Context
Unlock the key to modern AI with this deep-dive episode of "All Things LLM"! Hosts Alex and our resident AI expert Ben unpack the “self-attention mechanism”—the heart of every powerful Transformer…
S1E3 The Blueprint - Encoders, Decoders, and Model Families
Unlock the mysteries of modern AI with "All Things LLM." In this episode, Alex and Ben break down the Transformer—the revolutionary engine powering today’s Large Language Models (LLMs) like GPT-4,…
S1E2 From Turing to Transformers - A Brief History of Language AI
Curious how AI language models like ChatGPT burst into the mainstream? Welcome to "All Things LLM," where hosts Alex and AI expert Ben unravel the true origins and evolution of Large Language Models.…
S1E1 "Hello, World!" - What Exactly Is an LLM?
Step into the rapidly evolving world of artificial intelligence with the premiere of "All Things LLM." In this debut episode, hosts Alex and AI expert Ben break down one of today's most talked-about…
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