2D AGO

Episode 8 - What is a Transformer, Actually? (No, Really!)

Why did AI suddenly get "smart" around 2017? It wasn't magic. It was a change in architecture.In this episode of Casiorn Thinks, we break down the most influential research paper of the last decade: Google's "Attention Is All You Need." We explain how this paper killed the old way of doing AI (RNNs) and introduced the Transformer.We look at the fundamental shift from "Sequential Processing" (reading one word at a time) to "Parallel Processing" (reading the whole book at once). This shift didn't just make AI faster; it allowed for the discovery of Scaling Laws, proving that bigger models combined with more data actually equals better performance.About CasiornThinks:Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺Listen & Follow:YouTube: https://www.youtube.com/@CasiornThinksSpotify: https://creators.spotify.com/pod/profile/casiorn-plays/Apple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715x (formerly Twitter): @CasiornThinksFacebook: https://www.facebook.com/profile.php?id=61588303443436Blog: http://www.casiornthinks.blog/#ai #artificialintelligence #aivideo #aigenerated #llm #largelanguagemodels #machinelearning #airesearch #futureofai #tech #techtrends #technews #technology #transformers #rope #alibi #sinpe #query #key #value #vanishinggradient #casiornthinks #AttentionIsAllYouNeed #DeepLearning #NeuralNetworks #ScalingLaws #FlashAttention #OpenAI

35 min

MAR 30

Episode 7 - Cicero: The AI That Won a Game of Betrayal... By Being Nice

Large Language Models are great at talking, but terrible at planning. Strategic AIs are great at planning, but can't talk. What happens when you merge them? You get Cicero.Today, we are exploring the first AI agent to achieve human-level performance in the complex strategy game Diplomacy. We analyze the breakthrough architecture known as Grounded Planning, where an AI's words are strictly tethered to its calculated intent.We also look at the limitations. We dissect a 2024 study revealing the "Persuasion Gap"—why AI is still only half as good as humans at actually changing someone's mind—and why "radical honesty" turned out to be the ultimate game-theory hack.About CasiornThinks:Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺 Listen & Follow: YouTube: https://www.youtube.com/@CasiornThinks Spotify: https://creators.spotify.com/pod/profile/casiorn-plays/ Apple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715 x (formerly Twitter): @CasiornThinks Facebook: https://www.facebook.com/profile.php?id=61588303443436 Blog: http://www.casiornthinks.blog/ #ai #artificialintelligence #cicero #meta #metaai #diplomacy #diplomacynews #machinelearning #largelanguagemodels #llm #aivideo #futureofai #aigenerated #agent #agenticai #aigaming #social #tech #techtrends #technews #technology #technerd

14 min

MAR 24

Episode 6 - Voyager: The Bot that Taught Itself Minecraft (No, Really!)

How do you teach an AI to play a game that has no rules, no clear goal, and infinite possibilities? You don't. You build an AI that can teach itself.In this episode of Casiorn Thinks, we break down Voyager, the first LLM-powered agent that mastered Minecraft completely on its own. Unlike previous AIs that just mashed buttons, Voyager writes its own code to interact with the world.We dissect the "Three-Part Brain" architecture that makes this possible:Automatic Curriculum: How it uses curiosity to set its own goals.The Skill Library: How it solves "Catastrophic Forgetting" by saving skills as reusable code.Iterative Prompting: How it practices, fails, reads the error message, and fixes its own code. About CasiornThinks:Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺 Listen & Follow: YouTube: https://www.youtube.com/@CasiornThinks Spotify: https://creators.spotify.com/pod/profile/casiorn-plays/ Apple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715 x (formerly Twitter): @CasiornThinks Facebook: https://www.facebook.com/profile.php?id=61588303443436 Blog: http://www.casiornthinks.blog/ #Voyager #Minecraft #AI #AgenticAI #MachineLearning #FreeWill

29 min

MAR 16

Episode 5 - The Agent Illusion: The 5 Stages of AI Development and Where We Really Are

If you read the headlines, AI "Agents" are already here, running businesses and coding websites. But if you ask the researchers at OpenAI, we are barely scratching the surface. Why the disconnect? In this episode of Casiorn Thinks, we explore the "Agent Illusion." We break down OpenAI’s official 5-Level Roadmap to Super AI—from simple Chatbots to AI Organizations. We examine the massive gap between the "hype definition" of an Agent (a tool that does tasks) and the "technical definition" (a system that can work autonomously for days). Plus, we look at the cautionary tale of Lattice, the software company that tried to put AI agents on org charts and faced immediate backlash. About CasiornThinks:Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺 Listen & Follow: YouTube: https://www.youtube.com/@CasiornThinks Spotify: https://creators.spotify.com/pod/profile/casiorn-plays/ Apple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715 x (formerly Twitter): @CasiornThinks Facebook: https://www.facebook.com/profile.php?id=61588303443436 Blog: http://www.casiornthinks.blog/ #AIAgents #OpenAI #AGI #FutureOfWork #TechExplained #ArtificialIntelligence #Lattice #CasiornThinks

26 min

MAR 10

Episode 4 - The Scratchpad Revolution (Demystifying Chain-of-Thought)

Standard AI prompts are like human intuition: fast, automatic, and prone to error. But what if we could force a computer to "slow down" and think like a human solving a riddle? In Episode 4, we dive into Chain-of-Thought (CoT). We look at the landmark 2022 paper by Jason Wei and colleagues that changed prompt engineering forever. We ask the big philosophical question: Is the AI actually using logic, or is it just mimicking the pattern of logic (the "Mirage" argument)? Plus, we look at the unintended consequences of giving machines a private thought process—including the risk of "steganography" (hidden messages) and strategic deception. About CasiornThinks:Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺 Listen & Follow:Spotify: https://open.spotify.com/show/61Cn1dQIRuTbu9JU4vFv0jx (formerly Twitter): @CasiornThinksApple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715 YouTube: https://youtu.be/FVAVMlUJDKM

14 min

MAR 3

Episode 3 - Unlocking the Goldfish Genius (or What is RAG, Actually?)

How do you teach a Large Language Model about your private data without retraining it from scratch? You don't. You use RAG.Today, we are breaking down Retrieval Augmented Generation, the architecture that turns a creative chatbot into a factual research tool. We move past the buzzwords to explain the three-step pipeline: Retrieve, Augment, and Generate.We also look at the limitations. We unpack new research from Google regarding the "Wrong Textbook Paradox," which reveals that while RAG is powerful, feeding an LLM irrelevant context can cause hallucinations to skyrocket. About CasiornThinks: Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺 Listen & Follow: Spotify: https://open.spotify.com/show/61Cn1dQIRuTbu9JU4vFv0j x (formerly Twitter): @CasiornThinks Facebook: https://www.facebook.com/profile.php?id=61588303443436 Apple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715 YouTube: https://www.youtube.com/@CasiornThinks #RAG #RetrievalAugmentedGeneration #LLM #AIArchitecture #TechExplained #GoogleResearch #NVIDIA #CasiornThinks

17 min

FEB 28 · BONUS

Anthropic vs. The Pentagon: The $200M Disagreement

Anthropic vs. The Pentagon: The $200M Disagreement Who actually gets to make the rules for the world's most powerful artificial intelligence? The people who build it, or the governments that buy it? In this episode of CasiornThinks, we break down the unprecedented clash between leading AI lab Anthropic and the Pentagon. What started as a landmark $200 million government contract quickly dissolved into a very public, very messy feud over how AI should—and shouldn't—be used in national security. We dive into the technical risks of AI hallucinations in warfare, the massive implications of AI-powered "digital pointillism" surveillance, and the shocking plot twist when OpenAI stepped in to take Anthropic's place. Ultimately, this isn't just a story about a canceled contract; it's a battle for control over the future of AI. Listen & Follow: YouTube: https://www.youtube.com/@CasiornThinksSpotify: https://creators.spotify.com/pod/profile/casiorn-thinks/Apple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715x (formerly Twitter): @CasiornThinksFacebook: https://www.facebook.com/profile.php?id=61588303443436Blog: http://www.casiornthinks.blog/Disclosure: The narration/host format is generated with NotebookLM from my script. Totally fair if you don’t like AI narration. I use it for privacy (I'm camera shy) and to keep costs at $0, but the script and research are mine. Check out the blog if you want high quality reads.#AI #ThePentagon #Anthropic #Pentagon #OpenAI #Hallucination #FutureOfTech #NationalSecurity #GovernmentContracting #SupplyChain #ArtificialIntelligence

21 min

FEB 23

Episode 2 - The Day the Robot Dreamed | On AI Hallucinations and Why They Happen

What happens when a lawyer trusts ChatGPT to do his homework? He ends up citing court cases that don't exist. What happens when Air Canada’s chatbot invents a refund policy? The airline gets sued. In Episode 2 of Casiorn Thinks, we explore the weird world of AI Hallucinations. We aren't just laughing at the failures; we're breaking down why they happen. Why does a machine built on logic confidently tell you that churros are good tools for surgery? We dissect the "Next Word Prediction" engine to explain why LLMs prioritize sounding smart over being right. Plus, we reveal the twist: how this exact same "glitch" helped a scientist win a Nobel Prize in 2024. About CasiornThinks:Serious AI, Clear Explanations. CasiornThinks turns cutting-edge AI research into chalkboard-style breakdowns for curious adults who refuse to feel stupid. We read the papers. You get the understanding. 📄➡️📺 Listen & Follow:Spotify: https://open.spotify.com/show/61Cn1dQIRuTbu9JU4vFv0jx (formerly Twitter): @CasiornThinksApple Podcast: https://podcasts.apple.com/us/podcast/casiornthinks/id1877923715 #AIHallucinations #ChatGPTFails #TechExplained #LLM #NobelPrize #DavidBaker #AirCanada #CasiornThinks

16 min

FEB 17

Episode 1 - Smallville: The Secret Lives of Generative Agents

What happens when you drop 25 AI agents into a digital town, give them no script, and tell them to "survive"? In our debut episode, we explore the famous "Smallville" experiment. We’re not talking about NPCs who just stand around waiting for a quest. We’re talking about agents who wake up, cook breakfast, form crushes, and—shockingly—plan a Valentine’s Day party entirely on their own. Join Casiorn as we uncover the "Ghost in the Machine" moments that prove AI is getting scarily good at being human. 🎥 Watch the Visual Breakdown:See the agents in action in our deep-dive video: "Why AI Needs Manners | Smallville & The Future of Generative Agents"👉 https://youtu.be/h5RmqjJs3XE?si=W12e1A_6uz8b9zTN 📌 About CasiornPlays:Exploring the weird world where AI meets human behavior. From Minecraft bots to digital societies, we translate deep-tech research into stories for humans. Connect with me: YouTube: https://www.youtube.com/channel/UCZ6XoRtQOeMP4rndtUovIog Twitter/X: @CasiornPlays

16 min

CasiornThinks

Episodes

Episode 8 - What is a Transformer, Actually? (No, Really!)

Episode 7 - Cicero: The AI That Won a Game of Betrayal... By Being Nice

Episode 6 - Voyager: The Bot that Taught Itself Minecraft (No, Really!)

Episode 5 - The Agent Illusion: The 5 Stages of AI Development and Where We Really Are

Episode 4 - The Scratchpad Revolution (Demystifying Chain-of-Thought)

Episode 3 - Unlocking the Goldfish Genius (or What is RAG, Actually?)

Anthropic vs. The Pentagon: The $200M Disagreement

Episode 2 - The Day the Robot Dreamed | On AI Hallucinations and Why They Happen

Episode 1 - Smallville: The Secret Lives of Generative Agents

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