Today in Robotics — Thursday, October 22, 2026
Today the money and the models are doing the talking: Dream Labs lands $90M for a cross-manufacturer robot brain, while Tesla starts Optimus production even as its profits slide. Elsewhere, researchers tighten up trajectory tracking and humanoid teleoperation, DARPA eyes self-running reactors for space, and DJI keeps the firmware updates flowing.
- 01 Dream Labs raises $90M and launches Dream API
Dream Labs' pitch is portability—an AI model that works across robots from different makers and lets them share learning—which, if real, chips away at the hardware silos.
Read at source ↗ - 02 DJI Neo and Neo 2 drones get new firmware, but what’s changed?
New firmware for DJI's palm-sized Neo and Neo 2 is here, though owners will want to know exactly what changed before tapping update.
Read at source ↗ - 03 Robots get 15% better trajectory tracking for flying and walking with new framework
A UIUC learning framework reportedly boosts trajectory tracking by 15% across both flying and walking robots, a rare result that generalizes across very different machines.
Read at source ↗ - 04 US defense agency backs autonomously-controlled nuclear reactors for space missions
A US defense agency is backing autonomous reactor control for space missions, pushing autonomy into one of the highest-stakes domains imaginable.
Read at source ↗ - 05 Warping the Workspace: Expanding Visual Access with Adjustable Reach Mapping for Humanoid Teleoperation
This work tackles a real teleoperation headache—reaching side and rear targets without constant operator rotation—using a panoramic warp and coupled visual-motor remapping.
Read at source ↗ - 06 One Policy, Many Styles: Where to Aggregate Preferences for Steerable Humanoid Control?
The question of where to aggregate user preferences for a single steerable humanoid policy is the kind of design detail that decides whether runtime control actually works.
Read at source ↗ - 07 DJI updates Mini 5 Pro, Air 3S, and Mavic 4 Pro with new firmware
DJI pushes fresh firmware to the Mini 5 Pro, Air 3S, and Mavic 4 Pro, giving its flagship consumer flyers another maintenance check.
Read at source ↗ - 08 Tesla starts Optimus robot production in California as profit falls 43%
Tesla is ramping Optimus production in California even as profit drops 43%, a telling bet that robots and AI matter more than this quarter's margins.
Read at source ↗
The RobotCafe digest — five minutes, the whole field.