Nota AI Networking Event | ICML 2026
Nota AI Networking Event | ICML 2026
AI has advanced rapidly on the back of larger models and greater computational resources. Yet for AI to be widely adopted in real-world industries, there is a question just as important as raw performance: can it run reliably at lower cost, faster, on smaller devices, and across diverse environments? Efficient AI is the core answer to that question. Making models smaller and faster, optimizing them for deployment environments, and designing the entire system from an HW-SW extreme co-design perspective are becoming essential capabilities for scaling AI into real products and services.
This importance is only growing in the era of Physical AI and Agentic AI. AI that is directly connected to the physical world — robots, vehicles, sensors, and industrial equipment — demands low latency and reliable execution. AI that reasons and acts across multiple tools and models must also manage repeated inference costs and response times to remain sustainable at scale. Efficient AI is no longer confined to a specific technical domain. It is becoming a shared challenge for anyone applying and scaling AI in real-world environments. Nota AI - Korea Efficient Days has been organized to bring together researchers, engineers, and industry professionals visiting Korea and COEX during ICML — to discuss the present and future of Efficient AI amid this shift.
Through this event, Nota AI aims to explore the latest research trends and industrial applications of Efficient AI, and to create new points of connection around technical collaboration, recruitment, and business opportunities. We invite researchers and engineers interested in making AI run faster and more reliably under constrained resources, as well as those looking to bring these capabilities into real products and services.
Please review the registration details and event schedule below.