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4 slides11:38EN
Matthew Berman· Apr 11, 2023How Generative Agents Populate a Simulated TownMatthew Berman · Forward FutureMatthew Berman explores a Stanford and Google research prototype in which language-model agents remember, plan and interact in a small virtual town.Multi-agent systemsAgent memoryAI research+1
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Cognitive Revolution "How AI Changes Everything"· Apr 11, 2023PodcastA $100 Doctor Visit and a $1 AI: GPT-4 Was Already Unbundling WorkHost Nathan LabenzBefore GPT-4 launched, Nathan Labenz spent two months making the model play a dozen paid professions, then argued with Erik Torenberg about what that does to jobs, regulation, and white-collar status.Enterprise & strategyAI StrategyAGI+3
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Lex Fridman· Apr 9, 2023Podcast · 2 speakersHe Hated School Math Until a Professor Opened the Book to QuarksGuest Edward Frenkel · Host Lex FridmanEdward Frenkel talks with Lex Fridman about Soviet childhood, the Langlands program, Gödel, AI, and why every hard objective theory still ends with an observer.MathematicsPhysicsPhilosophy of Science+3
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AI Explained· Apr 9, 2023Auto-GPT, Memory and Model Orchestration: Early Agent ExperimentsA 2023 snapshot of iterative prompts, tool use, persistent context and AI safety questions.AI agentsAgent memoryAI Safety+1
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20VC with Harry Stebbings· Apr 7, 2023Podcast · 2 speakersRob Lacher on Building a Venture Firm and Europe’s Entrepreneur NetworksGuest Rob Lacher · Host Harry StebbingsThe Visionaries Club founder discusses hiring, fund concentration, follow-on reserves and the role of family businesses in European technology.Venture CapitalInvestingHiring+2
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No Priors: AI, Machine Learning, Tech, & Startups· Apr 6, 2023Podcast · 2 speakersA 6-Billion-Parameter Clone of ChatGPT’s Core TrickHost Sarah Guo, Elad GilDatabricks CTO Matei Zaharia tells Sarah Guo and Elad Gil how Dolly learned instruction-following on fifty times less data than GPT-3 — and why he would rather look facts up than bake them into a trillion-parameter network.Models & trainingOpen-weight modelsFine-tuning+3
5 slides6:24EN
Matthew Berman· Apr 6, 2023BloombergGPT: Mixing Financial and General Data for a Language ModelMatthew Berman · Forward FutureMatthew Berman examines the 2023 finance-focused research model, its training corpus, evaluation and decision not to release weights.AI in financeModels & trainingEvals+1
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Cognitive Revolution "How AI Changes Everything"· Apr 6, 2023PodcastThey Used Humans as Stand-In AIs. Now 250,000 People Run Elicit.Host Nathan LabenzOught's founders tell Nathan Labenz why open-ended reasoning has to be decomposed, supervised, and grounded—not scaled until it merely looks persuasive.RAG & knowledgeAgent engineeringEvals+3
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20VC with Harry Stebbings· Apr 6, 2023Podcast · 2 speakersBill Ackman Proposes Taxing Some Borrowing Against AssetsGuest Bill Ackman · Host Harry StebbingsA 2023 policy argument about stock and real-estate borrowing.
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Matthew Berman· Apr 5, 2023Setting Up Alpaca Turbo for Local Language Models: A 2023 TutorialMatthew Berman · Forward FutureMatthew Berman demonstrates an early ChatGPT-style interface for local Alpaca models, from the Conda setup to a short test on a Mac.Local inferenceOpen-weight modelsProduct & UX+1
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20VC with Harry Stebbings· Apr 5, 2023Podcast · 2 speakersMike Salguero on Bootstrapping ButcherBox and Subscription EconomicsGuest Mike Salguero · Host Harry StebbingsThe ButcherBox founder explains customer acquisition, per-box margins and the trade-offs behind building without venture capital.Company BuildingGrowth StrategyProduct-Market Fit+2
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Cognitive Revolution "How AI Changes Everything"· Apr 4, 2023PodcastSafe Only Because It's Weak: A GPT-4 Red-Teamer and Two Founders Debate the PauseHost Nathan LabenzNathan Labenz, who spent six months trying to make GPT-4 misbehave, wants labs to stop training anything bigger; Chroma's Anton Troynikov and Lindy's Flo Crivello argue a six-month freeze buys little and may select for the least careful labs.Security & safetySafety & governanceExistential Risk+3
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Lex Fridman· Apr 4, 2023Podcast · 2 speakersAn 18-year-old bought a one-way ticket to the AmazonGuest Paul Rosolie · Host Lex FridmanPaul Rosolie had no degree, no funding, and no expedition. Seventeen years later he is still there, protecting a library of life we have not finished reading.StorytellingPhilosophy
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Matthew Berman· Apr 4, 2023HuggingGPT: Using a Language Model to Coordinate AI ToolsMatthew Berman · Forward FutureMatthew Berman explains a research system that routes multimodal tasks to specialist models using a language model as controller.Agent orchestrationMultimodal AIModels & training+1
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Matthew Berman· Apr 3, 2023Chatting with a PDF in Colab Using LangChain and a Vector IndexMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 PDF question-answering notebook; its retrieval workflow does not fine-tune model weights and its revenue example is incorrect.Retrieval-augmented generationDocument understanding & OCRDeveloper workflows & testing+1
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20VC with Harry Stebbings· Apr 3, 2023Podcast · 2 speakersTobi Lütke on Learning, Creative Constraints and Leading ShopifyGuest Tobi Lütke · Host Harry StebbingsThe Shopify CEO explains how he updates his mental models, why constraints can help teams create and how he weighs remote work against proximity.LeadershipCompany BuildingDecision Making+1
3 slides7:48EN
Matthew Berman· Apr 1, 2023Using ChatGPT - Genie AI in VS Code to Explain, Refactor and Test Rails CodeMatthew Berman · Forward FutureMatthew Berman demonstrates a 2023 VS Code extension on a Ruby on Rails project and examines the limits of its code context.Developer productivitySoftware engineeringCode review & verification+1
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20VC with Harry Stebbings· Mar 31, 2023Podcast · 2 speakersJackie Reses on Hiring, Banking Infrastructure and the Future of FintechGuest Jackie Reses · Host Harry StebbingsThe Lead Bank CEO explains her approach to talent and negotiation, and offers a 2023 view of fintech, crypto and regulation.FintechLeadershipHiring+2
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No Priors: AI, Machine Learning, Tech, & Startups· Mar 30, 2023Podcast · 2 speakersEvery 10 Milliseconds Cost Copilot 1% of CompletionsHost Sarah Guo, Elad GilGitHub Copilot's chief architect, Alex Graveley, walks through how a leftover code model with a sub-10% test pass rate became a product developers would not quit — and what he is building next at Minion AI.Coding agentsProduct engineeringAI interface design+3
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Matthew Berman· Mar 30, 2023Can AI Development Be Paused? The 2023 Open Letter and Its Trade-OffsMatthew Berman, Sam Altman · Forward FutureMatthew Berman examines the call to pause training systems more powerful than GPT-4, the concerns behind it and the difficulties of coordination.AI SafetyAI RegulationSafety & governance
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Lex Fridman· Mar 30, 2023Podcast · 2 speakersWhoops is the sound of getting less wrong: Yudkowsky, two weeks after GPT-4Guest Eliezer Yudkowsky · Host Lex FridmanTwo weeks after GPT-4 launched, Eliezer Yudkowsky sat down with Lex Fridman and started by admitting the transformer stack had already gone further than he expected.Security & safetySafety & governanceExistential Risk+3
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Cognitive Revolution "How AI Changes Everything"· Mar 30, 2023Podcast130,000 Teleop Demos: Google's GPT Playbook for RobotsHost Nathan LabenzKeerthana Gopalakrishnan of Google Robotics tells Nathan Labenz how RT-1, SayCan, and PaLM-E turn language-model scaling into kitchen-ready mobile manipulators.AgentsRoboticsMultimodal AI+3
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20VC with Harry Stebbings· Mar 29, 2023Podcast · 2 speakersJag Duggal on Customer Discovery, Product Strategy and Scaling NubankGuest Jag Duggal · Host Harry StebbingsNubank’s product leader explains why clear hypotheses, customer love and small autonomous teams matter as a company grows.Product ManagementProduct-Market FitFintech+2
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Matthew Berman· Mar 29, 2023A 2023 Guide to Running the Original GPT4All Model LocallyMatthew Berman · Forward FutureMatthew Berman demonstrates an early CPU-based GPT4All release, its terminal installation and the resources available for fine-tuning.Open-weight modelsModels & trainingInfrastructure & deployment
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