Stanford Frontier Signal: From Hardware to Physical AI

AI is leaving the screen and entering the physical world. Stanford Frontier Signal is a one-day mini-conference, hosted by 2%Tech, for the founders, investors, and builders working at the edge of AI hardware and robotics: the people turning models into machines and research into real-world impact. Who’s in the room TetraMem, an AI chip company backed by SK hynix and valued at $450M The team behind Tesla’s humanoid robot program Yummy Future, a YC-backed standout in food and beverage robotics Collov Labs, building visual intelligence for the physical world 10+ physical AI projects, 10+ physical AI projects, including Elah Ring and GooseMoose. Six VCs, including a YC mentor, Acorn Pacific Capital, and Prosperity7 What we’ll cover AI Hardware: chips, sensors, edge compute, and the infrastructure behind embodied intelligence Robotics: humanoids, manipulation, autonomy, and what it takes to deploy at scale Real-World Impact: where physical AI is already working, and where the next breakthroughs will come from What to expect Rapid-fire lightning keynotes from builders in AI hardware and robotics, each followed by live Q&A Three panels on building, funding, and scaling physical AI, including a panel made up entirely of VCs An open discussion to close the day, where everyone joins the conversation Plenty of time to meet the people building the next generation of AI in the physical world Who should come Founders and early-stage teams in AI hardware and robotics, investors backing deep tech, engineers and researchers, and students who want to build in physical AI. Agenda 10:00 AM: Check-in & networking 11:00 AM: Lightning Keynotes (5-min pitch + 2-min Q&A each) 12:30 PM: Lunch 1:30 PM: Panels (three sessions, including an all-VC investor panel) 3:30 PM: Open discussion 4:30 PM: Close Lightning Keynotes More speakers coming soon. Stay tuned! Glenn Ge, Co-Founder & CEO @ TetraMem Powering Physical AI and Robotics Through Analog In-Memory ComputingTetraMem is a Silicon Valley AI chip company pioneering Analog In-Memory Computing, which runs AI directly where neural network weights are stored, enabling energy-efficient, low-latency inference on robots and edge devices. Ben Temple, CMO @ GooseMoose AI GooseMoose builds organizational memory for the enterprise: its SPARK recording card and AI app capture real-world conversations and turn them into structured notes, cited answers, and connected knowledge the whole team can build on. Garrett Yan, Co-Founder @ Yummy Future Yummy Future is a YC-backed (S19) robotics company that designs, builds, and operates robotic coffee shops, with live stores in Palo Alto and on the UIUC campus. Benny liao @ Acorn Pacific Ventures A Silicon Valley VC bridging the US and Asia in frontier tech More speakers coming soon. Stay tuned! In partnership with AWS · TetraMem · Collov Labs · Yummy Future · GooseMoose About 2%Tech People, ideas, and technology for a more physical world. 2%Tech brings together builders and investors working on real-world innovation. 📅 Saturday, October 24, 2026 · 10:00 AM – 4:30 PM PT 📍 Stanford University, Stanford, CA [specific building/room] [Space is limited. Registrations are reviewed and approved on a rolling basis.] The next generation builds here.