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4 slides7:02EN
Matthew Berman· Oct 18, 2023Connecting AutoGen to a RunPod-Hosted Model with Text Generation WebUIMatthew Berman · Forward FutureIn a 2023 walkthrough, Matthew Berman connects AutoGen to Dolphin 2.1 Mistral 7B through an OpenAI-compatible API and tests a small coding task.Agent engineeringOpen-weight modelsMulti-agent systems+2
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Matthew Berman· Oct 17, 2023Connecting AutoGen to a Local Model With LM StudioMatthew Berman · Forward FutureMatthew Berman demonstrates an early local-model setup and explains where agent behavior still needs work.AgentsOpen-weight modelsInfrastructure & deployment
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No Priors: AI, Machine Learning, Tech, & Startups· Sep 7, 2023Podcast · 2 speakersA Dinner-Plate Chip Cut Training From 60 Days to 3.5Host Sarah Guo, Elad GilCerebras CEO Andrew Feldman tells No Priors why wafer-scale silicon, not another GPU, is the answer to the compute crunch — and why most production models will stay at 13 billion parameters or below.Infrastructure & deploymentInferenceAI cost & performance+3
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No Priors: AI, Machine Learning, Tech, & Startups· Aug 31, 2023Podcast · 2 speakersChatGPT Runs on His Framework. He Still Doesn't Want You Training a ModelHost Sarah Guo, Elad GilVercel founder Guillermo Rauch tells No Priors why frontend is the last mile of AI, why first-generation AI frameworks will be rewritten, and why bots are already stealing your tokens.Infrastructure & deploymentDeveloper workflows & testingObservability & reliability+3
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Cognitive Revolution "How AI Changes Everything"· Jul 25, 2023PodcastAlexNet Used Two GPUs. GPT-4 Took Twenty Thousand. The Shortage Will Be Back.Host Nathan LabenzRun:ai CTO Ronen Dar on filling idle accelerators, why H100s can be cheaper per experiment, and why Llama 2 undercuts compute governance.Infrastructure & deploymentAI cost & performanceDistributed training & inference+3
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Lex Fridman· Jun 29, 2023Podcast · 2 speakersWho owns the off switch? George Hotz on tinygrad, open-source AI, and GodGuest George Hotz · Host Lex FridmanOn his third Lex Fridman podcast, the comma.ai and tiny corp founder argues that compute, intelligence, and the off switch should live in people's houses, not in a trusted few.Open source & communityInfrastructure & deploymentOpen-source ecosystems+3
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Matthew Berman· Jun 22, 2023Using OpenLLM to Serve Open Models Through an APIMatthew Berman · Forward FutureMatthew Berman demonstrates a local model server, its interactive API and a Python client in a 2023 walkthrough.Open-weight modelsInferenceInfrastructure & deployment+1
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Lex Fridman· Jun 2, 2023Podcast · 2 speakersPython Isn't Finished: Chris Lattner on Mojo and the Hardware MessGuest Chris Lattner · Host Lex FridmanThe LLVM creator returns to Lex Fridman to argue that Python should grow C-like performance instead of forcing people out of the language.Infrastructure & deploymentAI platform engineeringSoftware engineering+3
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Matthew Berman· Jun 1, 2023Testing Wizard-Vicuna 30B: Responses, Reasoning, and CodeMatthew Berman · Forward FutureMatthew Berman examines a model marketed as uncensored, demonstrates a 2023 cloud setup, and runs an informal collection of tests.Models & trainingEvalsAI Safety+1
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Cognitive Revolution "How AI Changes Everything"· May 25, 2023PodcastA Wafer-Scale Chip So AI Stops Waiting on AmdahlHost Nathan LabenzAndrew Feldman, CEO of Cerebras, tells Nathan Labenz why one 2.5-trillion-transistor die, sparse linear algebra, and a 16-machine supercomputer are a better shape than a GPU cluster.Infrastructure & deploymentInferenceAI cost & performance+3
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No Priors: AI, Machine Learning, Tech, & Startups· May 24, 2023Podcast · 2 speakersKevin Scott Seized Microsoft's GPU Budget, Bet on OpenAI, and Still Didn't See ChatGPT ComingHost Sarah Guo, Elad GilFive months after ChatGPT launched, Microsoft's CTO walked No Priors through the all-in bet, the Copilot stack, and why he is still bullish on jobs.Enterprise & strategyAI StrategyEnterprise AI+3
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Jane Street· May 23, 2023Ezio on Linux Engineering and Collaboration at Jane StreetEzio · Jane StreetA London engineer explains his team’s infrastructure work, the Pride community group and why new hires should ask questions.Infrastructure & deploymentCompany CultureCareers+1
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Jane Street· May 10, 2023Rajan on IT, Collaboration and Learning at Jane StreetRajan · Jane StreetRajan describes the IT team's role supporting critical systems and the problem-solving skills he brought from studying chemistry.CareersCompany CultureInfrastructure & deployment
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No Priors: AI, Machine Learning, Tech, & Startups· Apr 20, 2023Podcast · 2 speakersJensen Huang: For 25 Years, 99 Percent Were Right. NVIDIA Bet on the 1 PercentHost Sarah Guo, Elad GilThe NVIDIA CEO tells No Priors how CUDA survived a decade without customers, why the company tries to stay lazy, and what he wants built for drugs and climate.Infrastructure & deploymentGPU programming & kernelsAI platform engineering+3
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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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No Priors: AI, Machine Learning, Tech, & Startups· Feb 23, 2023Podcast · 2 speakersWithout Open Source, Machine Learning Would Be Decades BehindHost Sarah Guo, Elad GilHugging Face CEO Clem Delangue on the Tamagotchi pivot, why the company never hired a community manager, and why he does not believe one model will rule them all.Open source & communityOpen-source ecosystemsOpen-weight models+3
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Jane Street· Sep 12, 2022Ella Ehrlich on Modernizing a Critical Trading SystemYaron Minsky, Ella Ehrlich · Jane StreetJane Street’s Gord team rebuilt parts of a legacy data pipeline while preserving availability, and Ehrlich describes the recruiting programs she helped develop.Software engineeringInfrastructure & deploymentObservability & reliability+1
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Lex Fridman· Apr 27, 2022Podcast · 2 speakersThe Same Snapdragon That Flies on Mars Powers a Galaxy PhoneGuest Cristiano Amon · Host Lex FridmanQualcomm CEO Cristiano Amon talks with Lex Fridman about 5G, Snapdragon, cars, the chip shortage, and how to map the border of your own competence.Infrastructure & deploymentSemiconductorsProduct Strategy+3
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Jane Street· Apr 20, 2022Doug Patti on State Machine Replication at Jane StreetYaron Minsky, Doug Patti · Jane StreetHow Concord and Aria use ordered logs and deterministic state machines to build recoverable trading services.Software engineeringInfrastructure & deploymentObservability & reliability
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Lex Fridman· Jun 3, 2021Podcast · 2 speakersVitalik Buterin Walked Away From Billions of Dog Coins — Then Mapped Ethereum's Next DecadeGuest Vitalik Buterin · Host Lex FridmanIn a three-hour conversation with Lex Fridman, the Ethereum co-founder explains the Shiba Inu dump, proof of stake, rollups, and why he thinks most evil comes from fear.Infrastructure & deploymentCryptocurrencyPhilosophy
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Lex Fridman· Feb 18, 2021Podcast · 2 speakersCraftsmanship, Graphs and Consciousness: Jim Keller on Building Computers That ThinkGuest Jim Keller · Host Lex FridmanLegendary chip architect Jim Keller talks with Lex Fridman about design philosophy, the future of AI hardware, the human mind and how to live well.Infrastructure & deploymentAI researchConsciousness+3
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Lex Fridman· Oct 18, 2020Podcast · 2 speakersProgramming Languages Are Bicycles for the MindGuest Chris Lattner · Host Lex FridmanChris Lattner talks with Lex Fridman about Swift, LLVM, RISC-V, and why the next leap in computing is as much a language problem as a silicon one.Infrastructure & deploymentProgramming LanguagesSoftware engineering+3
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Jane Street· Oct 14, 2020Chris Perl on Keeping Network Clocks in SyncYaron Minsky, Chris Perl · Jane StreetHow NTP, PTP and hardware timestamps work together to keep Jane Street’s clocks within a measurable error bound.Infrastructure & deploymentObservability & reliabilitySoftware engineering
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Jane Street· Sep 23, 2020Brian Nigito on Multicast and the Architecture of MarketsYaron Minsky, Brian Nigito · Jane StreetWhy exchanges use ordered event streams, multicast and specialized networking to distribute market data quickly and fairly.Infrastructure & deploymentSoftware engineeringInvesting
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