01
Better decisions at scale
Robotics teams are discovering that the hard part of autonomy is often not perception or planning, but choosing the right action under real operational constraints. Mathematical o…
What matters now
02
Most robotics teams are still flying blind on AI spending
Token-based billing is turning AI usage into a moving target for humanoids, autonomy stacks, and industrial robotics. The companies shipping physical AI now need real-time cost te…
03
Why manipulation, not locomotion, is the robotics bottleneck that matters
In a new interview, Columbia professor and SceniX co-founder Yunzhu Li argues that the hardest problem in physical AI is not getting robots to move, but getting them to grasp, sen…