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AI Engineer· 25. Okt. 2026How Bridgewater Keeps Its AI Analyst Inside Permission BoundariesNikhil Benesch, Aaron Linsky · turbopufferAaron Linsky and Nikhil Benesch explain why search over an enterprise vault must honor document permissions without sacrificing recall or speed. Their solution combines vector indexing with native filtering to search hundreds of millions of vectors in roughly 120 milliseconds.
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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.
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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.
1:06:54ENCognitive Revolution "How AI Changes Everything"· 5. März 2024PodcastGoogle Gives You 33 Million Results. Exa Wants 54.Moderation: 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.
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No Priors: AI, Machine Learning, Tech, & Startups· 22. Feb. 2024Podcast · 2 StimmenBolt Memory onto GPT-4 and Cut Hallucinations by up to 50%Moderation: Sarah Guo, Elad GilPinecone CEO Edo Liberty tells Sarah Guo and Elad Gil how RAG, serverless vectors, and keeping knowledge outside the model make LLMs more reliable.
1:26:20ENCognitive Revolution "How AI Changes Everything"· 2. März 2023PodcastForty Dollars to Index Joe Rogan: Chroma, Shovels, and the Wright Flyer Era of MLModeration: Nathan LabenzChroma co-founder Anton Troynikov on embeddings as the storage layer for language-model apps, Stable Attribution, and why machine learning is still flying on intuition.
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Unsupervised Learning: With Jacob EffronPodcastThe Search Engine Under AI Apps: Why Bigger Context Windows Aren't EnoughModeration: Jacob EffronTurbopuffer CEO Simon on object-storage databases, vector-search trade-offs, and the AI features that will become SaaS table stakes.
1:01:13ENUnsupervised Learning: With Jacob EffronPodcastPinecone's Vector Database Bet: Scaling Through the ChatGPT TsunamiModeration: Jacob EffronEdo Liberty explains how Pinecone scaled through the generative AI boom, why vector search is more than a database add-on, and where he sees the next AI infrastructure shifts.