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DEEP DIVE INTO 2026 · 2026.11.10 Tue
Session schedules and speakers are subject to change.
PresentationAdaptive General Intelligence for the Physical World
Deepak Pathak
Skild AI / Co-Founder and CEO
One of the key transitions in language models was from models with largely static capabilities to systems like ChatGPT that could adapt their behavior from context interpreting instructions, demonstrations, and feedback at inference time. In this talk, I will argue that a similar transition is necessary for physical AI.
I will first present S1, Skild's latest robotics foundation model that uses large-scale pretraining and in-context learning to acquire new behaviors from demonstrations without updating its weights. I will discuss how this capability scales, particularly for long-horizon and out-of-distribution tasks. I will then focus on how S1 is accelerating deployments helping us create the missing data flywheel for robotics: a general model is deployed across many robots and environments, real-world failures and experience generate new training data, and that data improves the next generation of the general model.
Together, in-context learning and deployment at scale provide a path toward adaptive general intelligence for the physical world: robot brains that can learn new tasks quickly, generalize broadly, and continuously improve through real-world interaction.
Robotics and Advanced Manufacturing in the Physical AI Era: Transforming Ecosystems and Building Global Competitiveness
PresentationSpeaker Presentations
Panel DiscussionCurrent Developments in Physical AI and Robotics AX Convergence Technologies
Panel DiscussionKey Issues and Challenges in Accelerating Robotics AX Adoption
Panel DiscussionStrategies for Intelligent Industrial Ecosystem Innovation to Strengthen Global Competitiveness
Younbaek Lee
WIRobotics / Co-Founder and CEO
Seungjin Yang
LG Sciencepark / Open Innovation Team Lead
Junghoon Choo
HD Hyundai Robotics / Team Lead
Moongu Kim
Electronics and Telecommunications Research Institute (ETRI) / Principal Researcher
Physical AI and Semiconductors
PresentationBuilding the Full-Stack Physical AI Development Environment for the Edge
PresentationU.S.–China Competition in Digital AI and the Open-Plus Strategy
PresentationEdge AI in Motion: Ushering in the Era of Physical AI
Seongbeom Cho
Gwangju Institute of Science and Technology (GIST) / Specially Appointed Professor
Jaehyun Park
Qualcomm Technologies Korea / Managing Director
Donghwan Ahn
Advantech Korea / Vice President
DEEP DIVE INTO 2026 Demo Day
IR PitchingPresentations by 7 Startups
Junhyung Shim
ACOT / CEO
Seungmin Baek
Riibotics / CEO
Junhong
MORAI / CEO
Uiseok Hong
JNE WORKS / CEO
Gyuyeol Chae
Mind Forge / CEO
Jaebok Song
Koras Robotics / CEO
Youngseok Hong
SAIGE / CEO
Robotics to Market
PresentationFrom Innovation to Commercialization: Insights and Outlook on Humanoid and Quadruped Robots
Panel DiscussionTBD
Wang YuQing
Unitree Robotics / Senior Director
‘AI Native’ Power Plants and Transmission Substations of the Future
Presentation‘AI Native’ Power Plants and Transmission Substations of the Future
Panel DiscussionStrategies for Overcoming the Startup Valley of Death
Byungdong Yoon
Department of Mechanical Engineering, Seoul National University / Professor
Physical AI Investment Outlook
PresentationWhy Tokenomics Decides Who Wins in Physical AI
Panel DiscussionGlobal Investment & Tech Trends
From Pilot to Market
Presentation7 Startups
Panel Discussion토크쇼
Global Tech Conferences and International Expansion of AI Startups
PresentationGlobal Tech Conferences and International Expansion of AI Startups
AI Infrastructure Frontiers
인터커넥트·AI 반도체·추론 인프라의 진화
PresentationAccelerating AI Interconnect
PresentationRising Physical AI
PresentationFull-Stack AI Infrastructure and Inference Services
Byunghak Cho
Point2 Technology / CTO
Jaehong Cho
DEEPX / Managing Director
Dongup Kwon
MangoBoost / Co-Founder and CTO
Global Ocean AI & Energy Code
PresentationCertification Frameworks for AI-Integrated Technologies and Cybersecurity Applications
PresentationClassification Rules and Future Outlook for Marine Small Modular Reactors (SMRs)
Panel DiscussionFuture Directions for the Maritime Sector and Strategies for Startups
Gyuo Choi
RINA / Team Lead
Jinho Kim
ABS / Senior Researcher
Next Mobility with Physical AI
PresentationVLA-Based Autonomous Driving: Core Technologies and Future Directions
PresentationThe Dawn of Physical AI: Paradigm Shifts and Strategic Responses in the Automotive and Robotics Industries
PresentationA Full-Stack Technology Strategy for Physical AI in Robotic Mobility: From Components to Intelligence and Platforms
Kyungwon Min
Korea Electronics Technology Institute (KETI) / Division Director
Changmo Jung
Deloitte Korea · One AI / Executive Director
Dongyeop Kim
Korea Electronics Technology Institute (KETI) / Principal Researcher
Physical AI in Action
제조부터 서비스까지, 피지컬 AI의 사업화
PresentationPhysical AI for Next-Generation Manufacturing: Technologies and Strategies
PresentationPhysical AI: From the Lab to the Factory
PresentationNeubility's Physical AI Commercialization Strategy
Hyungju Seo
CarbonSix / Co-Founder & CTO
Sungwook Lee
DAIM Technology / Vice President
Kihyuk Kang
Neubility / CEO/CTO
Grounding Machine Intelligence in the Real World
PresentationGrounding Machine Intelligence in the Real World
