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AI Engineer· Oct 25, 2026Vinoo Ganesh on Making Financial AI Cite Every NumberVinoo Ganesh · KeplerKepler CEO Vinoo Ganesh explains why financial AI should retrieve and cite figures while deterministic software handles the math. His design makes traceability, retrieval quality, and tenant security part of the answer itself.
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Cognitive Revolution "How AI Changes Everything"· Sep 1, 2026PodcastUber Burned a Year of Tokens in 13 Weeks. Retrieval Is How Agents WinHost Nathan LabenzMongoDB Field CTO of AI Pete Johnson argues that agent performance now hinges on retrieval quality, not on stuffing million-token context windows.
2:38:48ENCognitive Revolution "How AI Changes Everything"· Apr 26, 2026PodcastA thousand searches for five cents, and a high score that did not require cheatingHost 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.
1:40:51ENCognitive Revolution "How AI Changes Everything"· Jan 14, 2026PodcastReasoning Models Just Made the Other 80–90% of Enterprise Data UsableHost Nathan LabenzSnowflake VP of AI Baris Gultekin on text-to-SQL, RAG, agent design, and why inference has to run next to governed data.
1:41:34ENCognitive Revolution "How AI Changes Everything"· Nov 20, 2025PodcastChat Is the Universal Interface—and Often the Worst OneHost Nathan LabenzAtlassian's head of AI on fighting slop with taste, knowledge, and workflow, and why chat is a terminal, not a product.
1:55:12ENCognitive Revolution "How AI Changes Everything"· Nov 8, 2025Podcast28,000 Documents, a 3B Model, 22 People: The Technical Ledger of Catholic AIHost 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.
1:37:25ENCognitive Revolution "How AI Changes Everything"· Oct 5, 2025PodcastFin Climbed From 35% to 65% Resolution. Intercom Says the Models Only Did a Few PointsHost 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.
1:25:12ENCognitive Revolution "How AI Changes Everything"· Mar 27, 2025PodcastHe Hasn’t Typed a Line of Code in Months. Here’s How Augment Reads a Million-Line RepoHost Nathan LabenzGuy Gur-Ari, co-founder and chief scientist at Augment, tells Nathan Labenz how coding agents actually work inside messy enterprise codebases.
56:07ENCognitive Revolution "How AI Changes Everything"· Jan 29, 2025PodcastBox Holds 100 Billion Files. Its CEO Says Enterprises Only Move for a 10xHost 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.
1:29:00ENCognitive Revolution "How AI Changes Everything"· Dec 11, 2024Podcast14,000 people applied. Thirty-three got in. The jobs are at Homeland Security.Host 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.
1:55:53ENCognitive Revolution "How AI Changes Everything"· Dec 5, 2024PodcastAI Beats Humans at Reading Papers. It Still Cannot Count Atoms.Host 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.
55:16ENCognitive Revolution "How AI Changes Everything"· Oct 31, 2024PodcastGemini’s API Grew 14× in Six Months. Google’s PMs Explain the Catch-Up.Host 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.
2:03:55ENCognitive Revolution "How AI Changes Everything"· Sep 18, 2024PodcastThe More You Constrain an Agent, the More You Can Trust ItHost 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.
1:51:00ENCognitive Revolution "How AI Changes Everything"· Aug 21, 2024PodcastStart With Ten Gold Examples: A Three-Step Playbook for AI AutomationHost 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.
1:21:53ENCognitive Revolution "How AI Changes Everything"· Jul 19, 2024PodcastHippoRAG Matches Iterative Retrieval at One-Tenth the Online CostHost Nathan LabenzA hippocampus-inspired knowledge graph lets multi-hop questions skip the brute-force document crawl.
1:27:01ENCognitive Revolution "How AI Changes Everything"· Apr 8, 2024PodcastThree Million Emails, Ten LLM Calls, Six Models: Shortwave's RAG PlaybookHost Nathan LabenzFirebase founder Andrew Lee walks Nathan Labenz through the retrieval stack that turned a Gmail inbox into a working AI assistant.
1:23:09ENCognitive Revolution "How AI Changes Everything"· Apr 3, 2024PodcastThe Right Size of an AI Task Is Whatever You Can CheckHost Nathan LabenzElicit founders Andreas Stuhlmüller and Jungwon Byun walk through how a twelve-person research assistant cut summary hallucinations from 1.5 to 0.5, ships about every week and a half, and treats task decomposition as the way to spend more compute without a black box.
1:28:37ENCognitive Revolution "How AI Changes Everything"· Mar 14, 2024PodcastTwelve Hours After a GPT-4 Demo, He Turned a Decade-Old Legal Startup AroundHost Nathan LabenzPablo Arredondo, co-founder of CaseText and now VP of CoCounsel at Thomson Reuters, traces legal research from 19th-century citators to a retrieval-anchored GPT-4 product that law firms treat more like a colleague than a search box.
1:06:54ENCognitive Revolution "How AI Changes Everything"· Mar 5, 2024PodcastGoogle Gives You 33 Million Results. Exa Wants 54.Host Nathan LabenzWill Bryk, CEO of Exa, tells Nathan Labenz why search and research are different jobs, and why an AI librarian for the web has to be neural from the first filter.
1:32:19ENCognitive Revolution "How AI Changes Everything"· Feb 29, 2024PodcastHis 2018 Prompting Paper Was Rejected. His Search API Now Beats GoogleHost Nathan LabenzRichard Socher traces You.com from a rejected unified NLP model to an LLM-native web index, three assistant modes, and a very low P(doom).
1:53:08ENCognitive Revolution "How AI Changes Everything"· Jan 18, 2024PodcastWhen GPT-4 Writes SQL, Four Tables Is the Breaking PointHost Nathan LabenzJuan Sequeda on why a knowledge graph is the accurate, explainable brain that foundation models do not have.
1:50:57ENCognitive Revolution "How AI Changes Everything"· Jan 12, 2024PodcastTwenty-Eight Days After GPT-4, an AI Designed and Ran a Chemistry ExperimentHost Nathan LabenzGabe Gomes and his Carnegie Mellon students built Coscientist, a language-model agent that plans, codes, and executes real experiments on a remote cloud lab.
1:32:40ENCognitive Revolution "How AI Changes Everything"· Oct 31, 2023PodcastThe Historian Who Taught GPT-3.5 to Beat GPT-4Host Nathan LabenzMark Humphries on a kilometer of unread paper, fur-trade jargon that embeddings cannot see, and why cheap processing will force history to be rewritten.
1:26:30ENCognitive Revolution "How AI Changes Everything"· Oct 24, 2023PodcastMost of this data has never been in a database: Chroma's wartime CTO on RAGHost Nathan LabenzAnton Troynikov returns to The Cognitive Revolution to argue that retrieval quality is mostly the embedding, that Chroma should own the RAG loop, and that GPT still fails a basic Game of Life test of reasoning.Load moreShowing 24 of 36