RoboSignal Daily · 2026-11-09 · Monday
ROBOSIGNAL
Genesis v1.4.6 Release
This release polishes non-rigid solvers (mainly FEM, but also MPM, and PBD) and couplers. Differentiable simulation has also been greatly improved. It is now natively compatible with torch, while running about x3 faster and extended to support more setters and physics. Beyond that, the simulation is running faster than ever across all solvers, batch sizes and backends. Notably, the rigid solver and implicit FEM solver are now running multiple times faster for small batch sizes on GPU.
Robot Models
NVIDIA Researchers Unveil TacitVLA, Boosting Robot Action Speed by 3.4x Without Reasoning Latency
Researchers from NVIDIA, NYU, UC Berkeley, Johns Hopkins, and Stanford present TacitVLA, a Vision-Language-Action model that eliminates the latency of autoregressive text generation during action execution. By modifying an attention mask to prevent the action expert from reading current reasoning tokens, the method retains training benefits while skipping inference delays. Experiments on robot manipulation and autonomous driving benchmarks show comparable success rates to explicit reasoning models but with up to 3.4x faster action output. On memory-intensive tasks like RMBench, TacitVLA matches or exceeds explicit reasoning performance while maintaining non-reasoning model speeds.
Simulation & World Models
Genesis — ReleasesFirst-partyGenesis v1.4.6 Release
This release polishes non-rigid solvers (mainly FEM, but also MPM, and PBD) and couplers. Differentiable simulation has also been greatly improved. It is now natively compatible with torch, while running about x3 faster and extended to support more setters and physics. Beyond that, the simulation is running faster than ever across all solvers, batch sizes and backends. Notably, the rigid solver and implicit FEM solver are now running multiple times faster for small batch sizes on GPU.
Industry
IT Home — RoboticsNASA Unveils New Lunar Base Plan, Awards Contracts to SpaceX, Blue Origin for Nuclear Rover and Cargo Missions
On November 8, NASA announced a new strategy to expand lunar base capabilities at the South Pole. The agency selected eight companies, including SpaceX and Blue Origin, for the CLPS 2 cargo service program with a contract cap of $10 billion over 10 years. Additionally, NASA awarded Blue Origin a $94 million contract to deliver the PROMISE nuclear-powered rover, managed by JPL, scheduled for late 2028 launch. The initiative also includes orders worth approximately $1.3 billion under the VADR framework for orbital transfer and drone deployment, alongside plans to build miniCAST infrastructure components.
China's 106 Embodied Intelligence Data Centers Face Operational Hesitation Amid Unclear Revenue Models
As of August 2026, China has announced 106 centralized embodied intelligence data collection centers, with approximately 84 in operation. However, only about 67 are confirmed to conduct actual data collection, while others focus on training or remain under construction. High costs per hour of effective data, lack of external buyers, and unresolved related-party transaction pricing have led many operators to hesitate, resulting in low utilization rates despite the facilities being built.
Robotics and Embodied AI Sector Sees 20 Funding Rounds Worth Approximately 6 Billion Yuan in One Week
According to an unverified count by RoboScience Academy, the robotics and embodied AI sectors saw at least 20 public funding rounds between October 31 and November 6, totaling approximately 6 billion yuan, with individual deals reaching tens of billions. The article profiles 20 companies across hardware, software, sensors, chips, and industrial applications, highlighting their technical stacks and investment rounds.