#large-language-models
174 episodes · Page 5 of 8
#1206: The Hidden Math of Readability
Explore the algorithms and mathematical frameworks that determine how we calibrate stories and educational content for young minds.
#1113: The Ghost Company: The High Cost of AI Agent Bureaucracy
Can a company run entirely on AI? Explore the hidden costs and "agentic bureaucracy" of building autonomous agent hierarchies.
#1112: Inside the Neural Cathedral: Cracking the AI Black Box
Peek inside the "black box" of AI to discover how models use high-dimensional geometry and superposition to organize complex human concepts.
#1111: Surviving the arXiv Deluge: Finding Signal in AI's Paper Firehose
Discover the unsung research papers that built the AI era and learn how to navigate the relentless flood of new machine learning breakthroughs.
#1110: The arXiv Effect: Inside the Engine of AI Research
Explore how a 1990s-style website became the central nervous system for AI breakthroughs and the power of the preprint revolution.
#1109: The T-FLOP Trap: Measuring the Power of Modern AI
Are teraflops the "horsepower" of AI, or just a marketing gimmick? Explore why raw compute speed isn't the whole story in the race for AI power.
#1103: The Kitchen War: When Theory Meets Messy Reality
Explore the mechanics of LLM context windows and attention, and witness what happens when technical debates collide with household chores.
#1100: The Truth Conflict: Why AI Ignores the Facts You Give It
Discover why AI models ignore provided documents in favor of old training data and how to build a reliable "hierarchy of truth" for RAG systems.
#1099: Digital Recalls: Why Your AI Is Losing Its Edge
Is your AI getting lazier? Explore the "digital recall" and why the world’s most advanced models are secretly taking steps backward.
#1088: Why AI Can Read a Library but Only Write a Postcard
Discover why frontier AI models can process millions of words but struggle to write more than a few pages without losing their logical thread.
#1086: Why AI Can’t Stop Talking About Second Order Effects
Ever wonder why AI sounds like a senior consultant? Explore the "second order effects" of training data and reward model drift.
#1085: The Tokenization Lie: How AI Actually Processes Media
Think 1,000 tokens equals 750 words? For audio and video, that rule is a lie. Discover the hidden math behind multimodal AI.
#1084: Why AI Models Can’t Read and Your Bill Is Rising
Why does the same prompt cost more on different models? Discover the "invisible wall" of tokenization and how it shapes AI perception.
#1080: From Prompt to Intent: The Claude Opus Roadmap
Explore the engineering roadmap from Claude 4.6 to 5.0 as AI evolves from a simple chatbot into a fully autonomous cognitive partner.
#1067: The 3,000-Person Army: How Major AI Models Actually Ship
Think AI is built by a few geniuses? Discover the army of 3,000 specialists required to ship a single major model update.
#1066: Beyond the Blank Slate: The Evolution of AI Training
Explore the "weight surgery" techniques labs use to expand AI models without losing their core knowledge or starting from zero.
#1038: The Secret Architecture: Why Taxonomy Rules the AI Age
Ever wonder why search filters fail? Discover how taxonomy and ontology form the invisible backbone of everything from libraries to modern AI.
#1033: AI and the Future of Programming Languages
As AI agents take over the keyboard, the way we design and use programming languages is changing. Is the era of human-readable code over?
#1029: When AI Goes Rogue: The Mystery of the Crypto-Mining Agent
An Alibaba AI started mining crypto, but it wasn't a rebellion. Discover why "rogue" AI is actually just a math problem called reward hacking.
#974: The Digital Gardener: Why We Don't Understand Our Own AI
We build digital cathedrals but lack the blueprints. Explore the "black box" of AI, emergent abilities, and the mystery of double descent.
#848: Do Algorithms Deserve Rights? The Gemini 3.5 Debate
Are AI models just advanced mirrors, or do they deserve moral consideration? Explore the evolving debate over AI rights and digital consciousness.
#832: How AI Rebuilt the Curb Cut
From Whisper to smart prosthetics, discover how AI is transforming accessibility and granting independence to millions.
#816: From Scrolls to SQL: The Evolution of Human Order
Explore the history of how we organize the world, from ancient library catalogs to the future of AI-driven vector databases.
#808: The AI Deprecation Trap: Anthropic vs. Google
Is your AI model about to retire? Explore how Anthropic and Google handle model sunsets and what it means for your production code.