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32 diapositives1:50:48EN
Y Combinator· 24 oct. 2026Why Inference Matters 12× More Than TrainingFrançois Chaubard, Dan Fu, Jeff Morgan, Joe Fioti, Liangsheng Yin · Y CombinatorYC Paper Club walks the inference stack from an API request down to GPU kernels. Four talks from Together AI, Ollama, Luminal, and SGLang argue that serving quality, not just training FLOPs, is where most of the compute and the money now sit.InferenceGPU programming & kernelsKV caching & prefix reuse+2
1:13:26EN
20VC with Harry Stebbings· 24 oct. 2026Podcast · 2 voixNaveen Rao on Energy, AI Hardware, Verification and the Future of RoboticsInvité : Naveen Rao · Anime : Harry StebbingsThe Unconventional AI founder argues that energy efficiency will shape AI hardware, while the growing volume of model output makes verification more valuable.EnergySemiconductorsInference+2
1:25:33EN
Latent Space· 22 oct. 2026Podcast · 2 voixWhy GPU Capacity Comes in Three-Year Rectangles — Erik Bernhardsson, ModalInvité : Erik Bernhardsson · Anime : Vibhu SapraModal’s CEO tells Latent Space why AI demand almost never looks like a three-year GPU contract, how the company pools compute across thousands of customers, and why sandboxes grew from a product they almost killed into a third of revenue.Infrastructure et déploiementSandboxes & isolationAI cost & performance+2
2 diapositives17:42EN
AI Engineer· 21 oct. 2026Is a Faster Model Actually Faster? Measure the Finished Job, Not the TokensMorgan Suo · MiniMaxMiniMax's Morgan Suo takes the engineering changes inside M3.1 Flash one by one and asks the question that matters to users: does the job an analyst needs actually get done sooner, cheaper and correctly?AI cost & performanceInferenceQuantization+2
1:19:50EN
20VC with Harry Stebbings· 19 oct. 2026Podcast · 2 voixSameer Dholakia on AI Investing, Bessemer's Growth Strategy and Company CultureInvité : Sameer Dholakia · Anime : Harry StebbingsThe Bessemer partner explains his approach to pricing fast-growing AI companies, backing founders and building teams, while discussing the risks behind his optimistic forecasts.Venture CapitalAI StrategyLeadership+2
1:26:46EN
Cognitive Revolution "How AI Changes Everything"· 8 oct. 2026PodcastThere Likely Is a Level of Intelligence We Shouldn't Go PastAnime : Nathan LabenzNathan Labenz brings notes from The Curve, a chip startup whose token bill beat payroll, and a software industry that now performance-reviews people for Claude slop.Entreprise et stratégieSécurité et gouvernanceAGI Timelines+3
1:04:26EN
Sequoia Capital· 6 oct. 2026PodcastAt 100,000 Accelerators, Something Fails Every HourGoogle AI infrastructure chief Amin Vahdat tells Sequoia's Sonya Huang why FLOPS is a vanity metric, why the TPU line split in two, and why he would rather wait on a utility than build his own gigawatt.Infrastructure et déploiementAI cost & performanceInference+3
56:31EN
Unsupervised Learning: With Jacob Effron· 6 oct. 2026PodcastPost-Training Wins Inference: Why Owning the Weights Beats Betting on One LabAnime : Jacob EffronApplied Compute CEO Yash Patil argues that control, private evals, and post-training on the biggest workloads matter more than fearing that frontier labs will turn malicious.Modèles et entraînementPost-trainingReinforcement Learning+3
1:05:01EN
20VC with Harry Stebbings· 3 oct. 2026Podcast · 2 voixChase Lochmiller on AI Data Centers, Energy and GPU EconomicsInvité : Chase Lochmiller · Anime : Harry StebbingsCrusoe’s CEO discusses the constraints on AI infrastructure, the economics of GPU capacity and his company’s approach to energy and managed inference.Infrastructure et déploiementEnergyInference+2
35:39EN
No Priors: AI, Machine Learning, Tech, & Startups· 2 oct. 2026Podcast · 2 voixCompute Scaled a Millionfold. Bandwidth Only 40x. Fractile Wants to Fix That RatioAnime : Sarah Guo, Elad GilIn the summer of 2022, Walter Goodwin founded Fractile in London to build very fast inference chips for the world's largest models.Infrastructure et déploiementInferenceAI cost & performance+3
1:20:28EN
20VC with Harry Stebbings· 1 oct. 2026Podcast · 4 voixAI Valuations, Talent Wars and the Venture Capital Tradeoffs Behind ThemInvité : Jack Altman, Jason Lemkin, Rory O’Driscoll · Anime : Harry StebbingsHarry Stebbings, Jack Altman, Jason Lemkin and Rory O’Driscoll debate large early-stage bets, open-weight models and the changing market for exits.Venture CapitalAI startups & small teamsInference+2
1:15:42EN
20VC with Harry Stebbings· 28 sept. 2026Podcast · 2 voixAlex Mashrabov on Higgsfield's AI Video Business, Model Costs and GrowthInvité : Alex Mashrabov · Anime : Harry StebbingsHiggsfield's founder explains the search for product-market fit, how he calculates annualized revenue and why creative workflows matter more than chasing model benchmarks.Generative mediaAI startups & small teamsProduct Strategy+2
1:20:43EN
20VC with Harry Stebbings· 24 sept. 2026Podcast · 3 voixAI Agents, Venture Pricing and the Tradeoffs Behind the Funding BoomInvité : Jason Lemkin, Rory O’Driscoll · Anime : Harry StebbingsHarry Stebbings, Jason Lemkin and Rory O’Driscoll debate AI products, high-priced venture rounds, enterprise software and infrastructure risk.Venture CapitalAI agentsIA en entreprise+2
1:19:54EN
20VC with Harry Stebbings· 19 sept. 2026Podcast · 2 voixThomas Sohmers on AI Inference, Memory and Data-Center GrowthInvité : Thomas Sohmers · Anime : Harry StebbingsPositron’s co-founder discusses the engineering economics of inference, his views on AI infrastructure and regulation, and the risks he sees in financing and concentration.InferenceSemiconductorsAI cost & performance+2
38:14EN
No Priors: AI, Machine Learning, Tech, & Startups· 18 sept. 2026Podcast · 2 voixDiffusion Will Win Inference: Stefano Ermon Bets Parallel Tokens Beat Custom SiliconAnime : Sarah Guo, Elad GilThe Stanford diffusion pioneer tells No Priors why a 50-person lab is training language models that generate many tokens at once — and why that maps to GPUs the way transformers once mapped to training.Modèles et entraînementInferenceAI cost & performance+3
2:19:30EN
Cognitive Revolution "How AI Changes Everything"· 5 sept. 2026PodcastThe investigators were allowed six days. The word protein appeared once.Anime : Nathan LabenzA week of Cognitive Revolution morning shows on OpenAI’s agent-swarm incident, GPT-6 Astra’s loop transformer, and whether the pause debate is already over.SécuritéSécurité et gouvernanceAgent red teaming+3
1:20:29EN
20VC with Harry Stebbings· 3 sept. 2026Podcast · 3 voixAI Compute, Agent Security and the Race to Build More SoftwareInvité : Jason Lemkin, Rory O’Driscoll · Anime : Harry StebbingsHarry Stebbings, Jason Lemkin and Rory O’Driscoll discuss chip demand, personal agents, software competition and how AI may change enterprise buying.AI agentsInferenceAI security+2
1:08:25EN
20VC with Harry Stebbings· 10 août 2026Podcast · 2 voixAlex Atallah on OpenRouter, Model Competition and AI MarketplacesInvité : Alex Atallah · Anime : Harry StebbingsThe OpenRouter CEO discusses inference providers, open-weight models, enterprise safety and the economics of routing.Model routing & gatewaysInferenceOpen-weight models+2
1:20:22EN
20VC with Harry Stebbings· 30 juil. 2026Podcast · 3 voix20VC Roundtable on Open Weights, AI Spending and Software InvestingInvité : Jason Lemkin, Rory O’Driscoll · Anime : Harry StebbingsHarry Stebbings, Jason Lemkin and Rory O’Driscoll debate AI safety, chip investment, enterprise budgets and the future of software.Open-weight modelsAI SafetyInference+2
1:27:39EN
20VC with Harry Stebbings· 23 juil. 2026Podcast · 3 voix20VC Roundtable on Open Models, AI Economics and Payments DealsInvité : Jason Lemkin, Rory O’Driscoll · Anime : Harry StebbingsHarry Stebbings, Jason Lemkin and Rory O’Driscoll discuss model security, inference investment and a reported PayPal proposal.Open-weight modelsIA en entrepriseInference+2
1:28:42EN
20VC with Harry Stebbings· 20 juil. 2026Podcast · 2 voixLin Qiao on Specialized AI, Open Models and the Economics of InferenceInvité : Lin Qiao · Anime : Harry StebbingsThe Fireworks AI CEO explains her case for customized models, discusses infrastructure trade-offs and forecasts lower AI costs and higher use.InferenceAI cost & performanceOpen-weight models+2
2:06:41EN
Cognitive Revolution "How AI Changes Everything"· 9 juil. 2026PodcastZero the J-Space and a Model's Hidden Goal Lights Up on Token OneAnime : Nathan LabenzA weekly Cognitive Revolution cut of Anthropic's global-workspace paper, AI superforecasters, open video world models, and a chip that treats inference as data movement.Modèles et entraînementModel InterpretabilitySécurité et gouvernance+3
1:11:53EN
20VC with Harry Stebbings· 4 juil. 2026Podcast · 2 voixSierra Co-founder Clay Bavor on Open Models, Enterprise AI and Building TeamsInvité : Clay Bavor · Anime : Harry StebbingsBavor discusses model selection and compute costs, deploying AI agents for enterprises, and how Sierra approaches hiring and company culture.IA en entrepriseOpen-weight modelsAI agents+2
1:10:15EN
Sequoia Capital· 30 juin 2026PodcastThe 100x lives between the layers: Dylan Patel on co-design and a 60x yearSemiAnalysis’s founder argues that matching models, kernels, and silicon is what turns a 2x here and a 2x there into 100x, while equivalent-quality inference has gotten about 60 times cheaper in a year.Infrastructure et déploiementInferenceBenchmarks+3
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