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55:50EN
Unsupervised Learning: With Jacob Effron· 16 déc. 2024PodcastThere will not be one model. Fireworks is betting on hundreds of small expertsAnime : Jacob EffronPyTorch veteran Lin Qiao argues that inference is a compound system hyperscalers cannot buy their way through, and that the products with real traction still keep a human in the loop.Infrastructure et déploiementInferenceModel routing & gateways+3
42:21EN
No Priors: AI, Machine Learning, Tech, & Startups· 12 déc. 2024Podcast · 2 voixThey Cooled 5,000 Watts per Square Centimeter in Space. Now Diamond Goes on AI ChipsAnime : Sarah Guo, Elad GilAkash Systems founders Felix Ejeckam and Ty Mitchell tell Sarah Guo why heat is the real limiter on AI, and how lab-grown diamond bonded to semiconductors is their answer.Infrastructure et déploiementAI cost & performanceSemiconductors+1
Diapositives6:16EN
Matthew Berman· 8 déc. 2024Running Stable Diffusion 3.5 with ComfyUI on a Cloud GPUMatthew Berman · Forward FutureIn a Vultr-sponsored 2024 tutorial, Matthew Berman sets up a GPU instance and generates images with ComfyUI. Licensing, security, and prices require attention beyond the demonstration.Generative mediaInfrastructure et déploiementOpen-weight models+1
8 diapositives27:16EN
Jane Street· 15 nov. 2024Tudor Brindus on Finding and Reducing System JitterTudor Brindus · Jane StreetA memory ping-pong benchmark reveals how virtualization, interrupts, CPU frequency changes and speculation can disrupt low-latency systems.Software engineeringObservabilité et fiabilitéInfrastructure et déploiement
36:49EN
No Priors: AI, Machine Learning, Tech, & Startups· 7 nov. 2024Podcast · 2 voixJensen Huang: NVIDIA Is No Longer Building Computers. It Is Building AI FactoriesAnime : Sarah Guo, Elad GilOn No Priors, NVIDIA’s CEO walks through hyper Moore’s law, NVLink, a 100,000-GPU cluster stood up in weeks, and why tokens are the new commodity.Infrastructure et déploiementAI cost & performanceInference+3
Diapositives1:00EN
Matthew Berman· 31 oct. 2024AI Growth and the Pressure on Electricity InfrastructureMatthew Berman · Forward FutureMatthew Berman considers how the power demands of AI and data centers could affect grids, emissions and competition for resources.EnergyInfrastructure et déploiement
44:30EN
No Priors: AI, Machine Learning, Tech, & Startups· 24 oct. 2024Podcast · 2 voix100,000 Rides a Week, Six Times Fewer Airbag Crashes: Waymo’s Co-CEO on Eighteen Years of Full AutonomyAnime : Sarah Guo, Elad GilDmitri Dolgov tells No Priors how a dozen Googlers, ten 100-mile routes, and a 2013 refusal to settle for driver assist became a rider-only service with an insurer-audited safety record.Infrastructure et déploiementAutonomous DrivingSécurité et gouvernance+3
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Jane Street· 14 oct. 2024Sylvain Gugger on Accelerating ML Models and Reproducing ResultsYaron Minsky, Sylvain Gugger · Jane StreetFrom learning-rate schedules to GPU bottlenecks and noisy market data, Sylvain Gugger explains how he approaches practical machine-learning performance.Fondamentaux du MLGPU programming & kernelsWorkflows de développement et tests+1
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20VC with Harry Stebbings· 7 oct. 2024Podcast · 2 voixEiso Kant on Poolside, Compute and AI for Software DevelopmentInvité : Eiso Kant · Anime : Harry StebbingsPoolside’s CTO explains code-execution feedback, the cost of model development and his company’s ambitions in the AI race.AI researchAgents de codeModèles et entraînement+2
16:57EN
Matthew Berman· 30 sept. 2024Jensen Huang and Marc Benioff on AI Agents and the Future of ComputingMatthew Berman, Jensen Huang, Marc Benioff · Forward FutureMatthew Berman comments on a 2024 Dreamforce discussion about agent collaboration, training, safety, and making AI tools practical.AI agentsIngénierie d’agentsModèles et entraînement+2
2 diapositives23:52EN
Matthew Berman· 4 sept. 2024AI News in September 2024: Compute Clusters, Agents and AI PaymentsMatthew Berman · Forward FutureMatthew Berman reviews early reports on future models, a Minecraft simulation, mixed-reality devices and agent transactions.Multi-agent systemsInfrastructure et déploiementAgentic commerce+2
Diapositives0:44EN
Matthew Berman· 29 août 2024NVIDIA Adds Multi-LoRA Serving to Its RTX AI ToolkitMatthew Berman · Forward FutureIn an NVIDIA-partnered video, Matthew Berman describes using multiple adapters with one base model and a vendor-reported throughput gain.Fine-tuningInferenceInfrastructure et déploiement
42:59EN
No Priors: AI, Machine Learning, Tech, & Startups· 29 août 2024Podcast · 2 voixAWS Is a $100 Billion Cloud. Matt Garman Still Sees a 10x Migration AheadAnime : Sarah Guo, Elad GilAmazon Web Services’ new CEO tells No Priors why 85 percent of workloads are still on-prem, how Bedrock was built from three bets, and why startups remain the company’s growth engine.Infrastructure et déploiementIA en entrepriseAI Strategy+3
42:42EN
No Priors: AI, Machine Learning, Tech, & Startups· 22 août 2024Podcast · 2 voixEthereum Once Held Two Thousand GPT-3 Clusters of GPUsAnime : Sarah Guo, Elad GilFoundry CEO Jared Quincy Davis on idle H100s, why today's AI cloud is still colocation, and how compound systems move work off giant interconnected clusters.Infrastructure et déploiementAI cost & performanceDistributed training & inference+3
50:33EN
Sequoia Capital· 20 août 2024PodcastThe 40% data-center save started with an email that ended in a question markPhaidra founder Jim Gao tells Sequoia how an AlphaGo-inspired bet at Google became reinforcement learning that runs billion-dollar plants.Infrastructure et déploiementReinforcement LearningData quality & curation+3
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Sequoia Capital· 13 août 2024PodcastOpen and Closed Will Tie at the Same Size: PyTorch's Former Lead on Fast InferenceA six-month library swap at Meta became a five-year rebuild. Lin Qiao wants the rest of the industry to get that stack in five weeks.Infrastructure et déploiementInferenceFine-tuning+3
1:13:02EN
20VC with Harry Stebbings· 5 août 2024Podcast · 2 voixDavid Cahn on AI Infrastructure, Capital Spending and Venture ConvictionInvité : David Cahn · Anime : Harry StebbingsThe Sequoia investor examines data centers, chips and power before explaining how he evaluates companies and builds conviction.AI cost & performanceInfrastructure et déploiementEnergy+2
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Jane Street· 1 août 2024Rory on Production Engineering and Incident Support at Jane StreetRory · Jane StreetA production engineer describes monitoring order engines, responding to outages and building a supportive team.Observabilité et fiabilitéInfrastructure et déploiementCareers+1
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Jane Street· 18 juil. 2024JP on Machine Learning and Trading at Jane StreetJP · Jane StreetA Hong Kong equities trader describes his changing workday, the growth of research infrastructure, and the distinctive challenges of machine learning in finance.Machine LearningFintechInfrastructure et déploiement+1
3 diapositives7:43EN
Matthew Berman· 17 juil. 2024How to Run STORM for AI-Assisted ResearchMatthew Berman · Forward FutureMatthew Berman demonstrates Stanford’s research tool, from its 2024 local setup to a cited article about dogs. The interface runs locally, while his demonstration relies on external AI and search APIs.AI agentsAI researchOpen Source+1
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Matthew Berman· 17 juil. 2024ASUS Vivobook S 15: A Copilot+ PC with an NPUMatthew Berman · Forward FutureMatthew Berman introduces the laptop and its local AI features in a sponsored short.Produit et UXInfrastructure et déploiement
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Matthew Berman· 11 juil. 2024NVIDIA NIM: Containerized AI Inference MicroservicesMatthew Berman · Forward FutureA sponsored overview of NVIDIA’s approach to packaging model inference for local and cloud applications.Infrastructure et déploiementModèles et entraînement
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Matthew Berman· 27 juin 2024NVIDIA Tools for Game Streaming and Video EffectsMatthew Berman · Forward FutureIn a sponsored 2024 short, Matthew Berman describes hardware video encoding and NVIDIA Broadcast features for streamers.Creator EconomyGenerative mediaInfrastructure et déploiement
0:57EN
Matthew Berman· 17 juin 2024ASM and the Equipment Behind Semiconductor ManufacturingMatthew Berman · Forward FutureIn an ASM-sponsored short, Matthew Berman highlights the machinery and people involved in making the chips used in everyday devices.SemiconductorsInfrastructure et déploiement
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