The Moat is Where Your Data Lives | James Kurz (Filecoin Foundation) at ETHConf

Sun, Aug 2, 2026, 12:00 AM

In this talk, James Kurz from the Filecoin Foundation argues that in the generational AI buildout, the moat is where your data lives, and storage is the underappreciated part of the story. He opens with a history lesson: 10 to 20 years ago compute was cheap and you simply put hard drives where the people were, in Northern Virginia or the Bay Area. Today compute dominates the conversation, but the coming five years will see an explosion of data collection about the physical world for AI training and inference, driven by robotics, neurotech, and self-driving cars, capturing far more than the tiny fraction humanity has stored over the past 30 to 40 years. This demands vastly more storage capacity. James explains the core shift: historically compute went to the data because data was heavy, but now compute is being dragged to wherever cheap power exists, places like Wyoming, northern Norway, Finland, and Ohio that were never the interconnection points of the internet. This creates storage deserts, where major GPU clusters are being built far from where storage lives. When data sits far from GPUs, you hit the laws of physics (fiber optic speed and node hops) that hardware cannot solve, plus the steep economic cost of data egress from providers like AWS, and vendor lock-in where moving data into one cloud traps you there. He stresses that keeping data physically close to compute is really about the cost of iteration: whoever can run more tests and checkpoints faster outpaces competitors, and jurisdictional compliance adds another reason to have distributed storage near the clusters. He argues incumbents will not solve this since hyperscalers work at massive scale and focus on GPU buildouts, creating an opportunity for local and colocated storage operators to be the fast, close data layer without buying their own GPUs. He positions Filecoin as already being this global network, built over five or six years with almost 2 exabytes of capacity and cryptoeconomics that flex capacity up, letting users leverage existing capex rather than spending billions, while tapping underutilized storage devices amid hard drive order books extending beyond 2027. He closes by introducing two ways to try Filecoin in 2026: FilecoinWarm Storage as an S3 compatible endpoint (live in the EU, coming to North America and Asia) and Filecoin onchain cloud for developers wanting programmatic smart contract storage. 00:00 Introduction 00:11 Have You Tried Fable 5 and Filecoin 00:50 A History Lesson: When Compute Was Cheap 01:10 Why Storage Is the Underappreciated Story 01:30 The Coming Explosion of AI Data 01:53 How Little Data We've Captured So Far 02:11 Why We Need Much More Storage 02:30 Bringing Compute to Where the Power Is 02:53 Why Storage Deserts Are Emerging 03:14 Storage Deserts Are Happening Now 03:48 Why Distance to GPUs Hits the Laws of Physics 04:22 The Steep Cost of Data Egress 04:41 How Egress Fees Create Vendor Lock-In 05:09 Why Close Data Wins the Iteration Cycle 05:54 Why Incumbents Won't Solve This 06:27 The Opportunity for Local Storage Operators 07:01 The Jurisdiction and Compliance Angle 07:52 Why Filecoin Already Is This Network 08:13 Leveraging Billions in Existing Capex 08:51 Why an Agnostic Cloud Matters 09:32 Why You Need to Move Data Quickly 09:52 Filecoin's 2 Exabytes of Global Capacity 10:37 Activating Underutilized Storage Everywhere 11:05 Two Ways to Try Filecoin in 2026 11:24 FilecoinWarm Storage as an S3 Swap 11:47 Filecoin Onchain Cloud for Developers 12:26 Why Data Is the Key to the AI Buildout 13:10 Closing _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ *ETHConf 2026* ETHConf is a 3 day event for founders, industry leaders, and builders who are excited about the possibilities of building on top of Ethereum. Connect with 2,000+ top innovators in crypto, finance, technology, and policy at our inaugural three-day event packed with showcases, demos, partnerships, and conversations shaping the future of the global economy. _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ ✅ *Follow ETHConf* X: https://x.com/ethconf Website: https://ethconf.com _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ 🎟️ Get your early bird tickets for ETHConf 2027: https://ethconf.com/2027#tickets 🎤 View the full ETHConf 2026 Speaker Schedule: https://ethconf.com/schedule _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _ _