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1:35:29EN
Cognitive Revolution "How AI Changes Everything"· 1. Sept. 2026PodcastUber Burned a Year of Tokens in 13 Weeks. Retrieval Is How Agents WinModeration: Nathan LabenzMongoDB Field CTO of AI Pete Johnson argues that agent performance now hinges on retrieval quality, not on stuffing million-token context windows.RAG & WissenRetrieval-Augmented GenerationAgent memory+3
44:52EN
Sequoia Capital· 24. Juni 2026PodcastAn 80GB Wikipedia Cache Versus a 100GB Model That Holds the InternetEngram’s founders argue that stuffing a company into the context window is the expensive kind of memory—and that baking it into the weights can cut token use by two orders of magnitude.RAG & WissenContinual learningFine-Tuning+3
2:38:48EN
Cognitive Revolution "How AI Changes Everything"· 26. Apr. 2026PodcastA thousand searches for five cents, and a high score that did not require cheatingModeration: Nathan LabenzOn a Cognitive Revolution morning show, Ceramic’s Anna Patterson collides cheap search with GPT-5.5’s clean Vending-Bench run, Zvi’s case for model welfare, and analog chips that cut matrix-multiply energy about thirtyfold.Unternehmen & StrategieRetrieval-Augmented GenerationSearch & retrieval+3
1:40:51EN
Cognitive Revolution "How AI Changes Everything"· 14. Jan. 2026PodcastReasoning Models Just Made the Other 80–90% of Enterprise Data UsableModeration: Nathan LabenzSnowflake VP of AI Baris Gultekin on text-to-SQL, RAG, agent design, and why inference has to run next to governed data.Unternehmen & StrategieRetrieval-Augmented GenerationEnterprise-KI+3
1:41:34EN
Cognitive Revolution "How AI Changes Everything"· 20. Nov. 2025PodcastChat Is the Universal Interface—and Often the Worst OneModeration: Nathan LabenzAtlassian's head of AI on fighting slop with taste, knowledge, and workflow, and why chat is a terminal, not a product.Unternehmen & StrategieAI interface designProduct Strategy+3
1:55:12EN
Cognitive Revolution "How AI Changes Everything"· 8. Nov. 2025Podcast28,000 Documents, a 3B Model, 22 People: The Technical Ledger of Catholic AIModeration: Nathan LabenzLongbeard CEO Matthew Harvey Sanders tells The Cognitive Revolution how a mission-driven team is aligning models to the Catholic magisterium — and why fine-tuning was not enough.Modelle & TrainingRetrieval-Augmented GenerationFine-Tuning+3
1:37:25EN
Cognitive Revolution "How AI Changes Everything"· 5. Okt. 2025PodcastFin Climbed From 35% to 65% Resolution. Intercom Says the Models Only Did a Few PointsModeration: Nathan LabenzEoghan McCabe and Fergal Reid on production A/B tests, 99-cent outcome pricing, and why GPT-4 was already smart enough for most customer service.AgentenAgent EngineeringRetrieval-Augmented Generation+3
44:49EN
No Priors: AI, Machine Learning, Tech, & Startups· 5. Sept. 2025Podcast · 2 StimmenHow OpenEvidence Became the Clinical OS for 40% of U.S. DoctorsModeration: Sarah Guo, Elad GilFounder Daniel Nadler tells No Priors how a free search tool for physicians, not an answer engine for patients, took high-stakes clinical knowledge in 18 months.RAG & WissenRetrieval-Augmented GenerationSearch & retrieval+3
1:25:12EN
Cognitive Revolution "How AI Changes Everything"· 27. März 2025PodcastHe Hasn’t Typed a Line of Code in Months. Here’s How Augment Reads a Million-Line RepoModeration: Nathan LabenzGuy Gur-Ari, co-founder and chief scientist at Augment, tells Nathan Labenz how coding agents actually work inside messy enterprise codebases.Coding-AgentenContext EngineeringRetrieval-Augmented Generation+3
44:26EN
Sequoia Capital· 13. Feb. 2025PodcastAn AI Application Is Still an ApplicationMongoDB's Sahir Azam tells Sequoia why vector search is a new primitive for unstructured data, not a replacement for transactions, and why retrieval quality is the last mile that gets AI into conservative enterprises.RAG & WissenVector searchRetrieval-Augmented Generation+3
56:07EN
Cognitive Revolution "How AI Changes Everything"· 29. Jan. 2025PodcastBox Holds 100 Billion Files. Its CEO Says Enterprises Only Move for a 10xModeration: Nathan LabenzAaron Levie tells Nathan Labenz why AI excitement in the enterprise already outruns the early cloud — and why 98% reliability, seat-based SaaS, and incremental savings still will not ship.Unternehmen & StrategieEnterprise-KIAI Strategy+3
1:29:00EN
Cognitive Revolution "How AI Changes Everything"· 11. Dez. 2024Podcast14,000 people applied. Thirty-three got in. The jobs are at Homeland Security.Moderation: Nathan LabenzMichael Boyce, director of the DHS AI Corps, tells Nathan Labenz how the largest civilian AI team in the U.S. government is being built — and what it is already shipping.Unternehmen & StrategieEnterprise-KIAI Strategy+3
1:55:53EN
Cognitive Revolution "How AI Changes Everything"· 5. Dez. 2024PodcastAI Beats Humans at Reading Papers. It Still Cannot Count Atoms.Moderation: Nathan LabenzAndrew White, Head of Science at Future House, maps what language models can already do in chemistry and biology—and the bottlenecks they do not dissolve.AgentenAI for scienceRetrieval-Augmented Generation+3
1:03:07EN
Sequoia Capital· 26. Nov. 2024PodcastReasoning Hasn't Budged in Two Years. Dust Still Saved a Customer 8,000 HoursDust co-founders Gabriel Hubert and Stanislas Polu on multi-model agents, refusing to buy GPUs before product-market fit, and the jump from calculator tools to stochastic ones.AgentenAgent EngineeringEnterprise-KI+3
44:16EN
No Priors: AI, Machine Learning, Tech, & Startups· 21. Nov. 2024Podcast · 2 StimmenCohere's Aidan Gomez: The Model Curve Is Flattening, and $20 Million Now Buys GPT-4Moderation: Sarah Guo, Elad GilThe Attention Is All You Need co-author tells No Priors why enterprises should stop waiting for the next model and start putting today's models into production.Unternehmen & StrategieEnterprise-KIAI Strategy+3
55:16EN
Cognitive Revolution "How AI Changes Everything"· 31. Okt. 2024PodcastGemini’s API Grew 14× in Six Months. Google’s PMs Explain the Catch-Up.Moderation: Nathan LabenzLogan Kilpatrick and Shrestha Basu Mallick walk through search grounding, Gemini Flash’s price-latency quadrant, and why a near-tied leaderboard still leaves Google third in most developers’ queues.Produkt & UXRetrieval-Augmented GenerationAI cost & performance+3
44:48EN
Sequoia Capital· 29. Okt. 2024PodcastEnterprise Google Failed for Twenty Years. A Search Veteran Finally Made It Work.Glean CEO Arvind Jain on why company search is harder than the public web, why RAG lives or dies on retrieval, and what work looks like when every employee has an AI assistant.Unternehmen & StrategieRetrieval-Augmented GenerationSearch & retrieval+3
38:28EN
No Priors: AI, Machine Learning, Tech, & Startups· 8. Okt. 2024Podcast · 2 StimmenHalf of Production AI Is RAG. Fine-Tuning Almost Disappeared.Moderation: Sarah Guo, Elad GilBraintrust CEO Ankur Goyal tells No Priors what Notion, Zapier, and Vercel actually ship — and which hyped techniques they quietly dropped.Evals & ObservabilityEvalsRetrieval-Augmented Generation+3
2:03:55EN
Cognitive Revolution "How AI Changes Everything"· 18. Sept. 2024PodcastThe More You Constrain an Agent, the More You Can Trust ItModeration: Nathan LabenzAgent.ai engineering lead Andrei Oprisan tells Nathan Labenz why narrow, highly prescribed workflows beat open-ended autonomy — and how a 12-person team shipped a free agent network past 40,000 users in a few months.AgentenAgent EngineeringWorkflow automation+3
1:51:00EN
Cognitive Revolution "How AI Changes Everything"· 21. Aug. 2024PodcastStart With Ten Gold Examples: A Three-Step Playbook for AI AutomationModeration: Nathan LabenzThe day after OpenAI opened GPT-4o fine-tuning, Nathan Labenz unpacks a three-year method for choosing work, extracting tacit judgment, and raising model performance.Unternehmen & StrategieWorkflow automationPrompting & in-context learning+3
1:21:53EN
Cognitive Revolution "How AI Changes Everything"· 19. Juli 2024PodcastHippoRAG Matches Iterative Retrieval at One-Tenth the Online CostModeration: Nathan LabenzA hippocampus-inspired knowledge graph lets multi-hop questions skip the brute-force document crawl.RAG & WissenRetrieval-Augmented GenerationKnowledge graphs+3
3:02:16EN
Lex Fridman· 19. Juni 2024Podcast · 2 StimmenThe journey begins after the answer: Perplexity CEO Aravind Srinivas on search and curiosityGast: Aravind Srinivas · Moderation: Lex FridmanIn 2022, Perplexity's first hire asked about health insurance — and four PhDs could not get a clear answer from Google.RAG & WissenProduct StrategyAI interface design+3
36:20EN
No Priors: AI, Machine Learning, Tech, & Startups· 6. Juni 2024Podcast · 2 StimmenA Hundred Million Tokens in Context Would Cost $10 Million. Tengyu Ma Runs the RAG MathModeration: Sarah Guo, Elad GilThe Stanford professor and Voyage AI founder argues that retrieval, not a giant context window, is how enterprises should manage private knowledge.RAG & WissenRetrieval-Augmented GenerationEmbeddings+3
1:27:01EN
Cognitive Revolution "How AI Changes Everything"· 8. Apr. 2024PodcastThree Million Emails, Ten LLM Calls, Six Models: Shortwave's RAG PlaybookModeration: Nathan LabenzFirebase founder Andrew Lee walks Nathan Labenz through the retrieval stack that turned a Gmail inbox into a working AI assistant.RAG & WissenRetrieval-Augmented GenerationVector search+3
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