The Next Million Hours - What Actually Scales Robot Intelligence

​As teams push toward million-hour datasets, world models become a more capable part of the control stack, and robots take on longer-horizon tasks with persistent memory; the question now top of mind across the community is: what will actually scale the next generation of robot intelligence?

​Our private CoRL dinner will bring together a curated group of leading researchers, founders, and builders working across different training paradigms and layers of the robotics stack to discuss the questions shaping the next phase of Physical AI. Confirmed guests include [Maxinsights anchor guest — TBD] and YG Yuan, CEO and Co-founder of Maxinsights, alongside researchers and builders from leading robotics companies and labs.

​The evening will begin with cocktails and light bites, followed by brief remarks from the hosts and a seated dinner designed to spark candid conversation and new connections across industry and academia.

​Agenda:

• ​6:30-7:15 – Doors Open, Light Bites and Cocktails

• ​7:15-7:30 – Welcome Remarks

• ​7:30-9:30 – Seated Dinner