NVIDIA, Tsinghua, University of Toronto, and Vector Institute released Gamma-World, a multi-agent world model using simplex-based positional encoding and hub tokens to cut interaction cost from quadratic to linear, with 8-player latency dropping from 17.6 ms to 4.5 ms.

Shift said it would clean New Yorkers’ homes for free if it can film cleaners doing chores such as washing dishes, wiping counters, dusting tables, and mopping floors, creating domestic robot training data; the snippet does not disclose consent terms, data retention, pricing, or expansion timing for cities such as London.

Shift offers free home cleaning and records cleaners scrubbing, vacuuming, dusting, tidying, and washing to collect robot training footage; the RSS snippet does not disclose service cities, privacy terms, consent mechanics, or dataset scale.

Tesla claimed FSD can be up to 10 times safer than humans, but Reuters found flaws in the comparison, with 11 traffic safety researchers saying Tesla used inappropriate baselines against broader federal crash data.

NVIDIA Research presented 8 ICRA papers on sim-to-real robotics: ScheduleStream delivered a 3x speedup for multi-arm planning, COMPASS reached about 80% success across 20 real-world navigation trials, and Grasp-MPC achieved about 75% real-robot grasping success.

Mistral AI integrated the Emmi AI team and launched a physics AI foundation model for industrial engineering, with the post saying it can learn from geometry, boundary conditions, or measurement data and predict full physical fields on a single GPU in seconds.

NTU AutoMan Lab, Harvard, and Xiaomi Auto proposed AutoMoT, a unified VLA driving model using a 4B Qwen3-VL Understanding Expert and a 1.6B Action Expert with asynchronous inference, reaching 89.42 DS and 74.09% SR on Bench2Drive with AutoMoT+.

X Square Robot open sourced Wall-OSS-0.5, a VLA model whose 400k pretraining checkpoint scored above 80 on 4 of 17 real-robot zero-shot tasks, with weights, code, training recipe, ablations, and a DMuon optimizer implementation released.

Samsung disclosed three AI efforts—Meki, M2RL, and LiveClawBench—covering a memory-based edge architecture, multi-domain reinforcement learning, and Physical AI evaluation; the article also says Samsung has purchased tens of thousands of GPUs for AI infrastructure, but does not provide model size, training budget, or deployment timelines.

Reachy Mini implements local voice interaction through the speech-to-speech library, using a cascaded pipeline with a Realtime API-compatible WebSocket interface and default components including Silero VAD, Parakeet-TDT, and Qwen3-TTS.

Yi-Ling Liu compares U.S. and Chinese AI anxiety through labor, companionship, and agency: over 70% of U.S. teenagers report using chatbots as companions, while China is projected to reach 200 million single-person households by 2030.

Manycore Tech open-sourced Aholo Viewer, a browser-based 3D Gaussian Splatting viewer that used half the memory of Spark 2.0 in a 300M-Gaussian test, loaded 2x faster, rendered 3x faster, and supports scenes with up to 1B Gaussian points.

China’s NDRC said humanoid robot race teams increased from more than 20 to over 100, with finishers rising from 6 to more than 40, and it will build embodied AI training infrastructure and pilot application bases for factories, malls, and homes.

Westlake University and collaborators introduced HiF-VLA, a motion-centric VLA framework that extracts compact Motion vectors with codecs such as H.264 and uses a joint expert to predict future visual motion and generate action sequences, reporting 31.4GB peak memory and 117.7ms latency under the cited history-window setting.

Waymo temporarily halted robotaxi service in five cities because its vehicles may attempt to drive on flooded roads; the RSS snippet says the same issue recently triggered a recall of thousands of vehicles, but the post does not disclose the city list or restart timing.

NVIDIA won four COMPUTEX 2026 Best Choice Awards for Vera Rubin NVL72, Jetson Thor, and Alpamayo; Vera Rubin NVL72 connects 36 Vera CPUs and 72 Rubin GPUs, and NVIDIA says it delivers up to 10x higher inference performance per watt and 10x lower cost per token.

The title says FSD has launched in mainland China, while the post only states an official entry into the mainland and does not disclose eligible cities, vehicle models, pricing, or regulatory conditions.

Moore Threads presented progress on its MUSA GPU ecosystem, with SDK 5.1.0 targeting CUDA 12.8 and supporting 761 driver and runtime APIs. The post says MUSA has entered SGLang’s mainline, is listed for 2026 Q2 hardware support, and supports automated library migration via MUSACODE.

UISEE listed on the Hong Kong Stock Exchange at HK$60.30 per share, with its public offering oversubscribed 6,777.29 times and a 90.5% share of the Greater China airport L4 commercial vehicle market in 2025.

Chinese courts have publicly backed workers in AI-replacement dismissal cases for a third time; in the Hangzhou case, an employee’s monthly salary was cut from 25,000 yuan to 15,000 yuan before dismissal, and the court found the employer failed to provide a reasonable placement and had illegally terminated the worker.

Google DeepMind is integrating Street View with Project Genie for interactive street-level simulations in robotics, gaming, and travel; the post does not disclose model parameters, launch timing, or evaluation results.

The title says Hyundai Motor Group plans to deploy 25,000 Boston Dynamics Atlas humanoid robots; the post does not disclose the rollout schedule, deployment sites, or purchasing terms.

Horizon Robotics Lab open-sourced HoloMotion-1, a 400M-parameter full-body humanoid control model that uses MoE sparse activation and KV-cache inference to reach about 300 FPS on-device, with code and a technical report released.

Moore Threads released MT Lambda, an embodied AI simulation platform that combines physics, rendering, and AI engines, and demonstrated the robot dog “Xiaofei” executing a Sim-to-Real policy trained 100% in simulation on domestic hardware.

NVIDIA published a Hugging Face post on fine-tuning Cosmos Predict 2.5 with LoRA and DoRA to generate robot first-person videos from text prompts; the post does not disclose dataset size, training cost, or evaluation results.

Baidu reported that its core AI-driven business generated more than RMB 13.6 billion in Q1 2026, up 49% year over year, and accounted for more than half of Baidu’s general business revenue for the first time.

Latent Space interviewed The Fourth Law founder Yaroslav Azhnyuk for a two-hour episode covering FPV drones, five levels of autonomy, eight dimensions of the autonomous battlefield, and China’s manufacturing advantage; the transcript claims Ukraine produced 4 million FPV drones last year and discusses a hypothetical Chinese capacity of 4 billion.

Weilan Technology unveiled BabyAlpha A3, a consumer quadruped robot using a six-chip heterogeneous cluster that runs a 7B-parameter model on-device at 280 TPS; the article says it has 66MP vision, 2.232 million point-cloud samples per second, and a planned Q3 launch.

Jiqizhixin translated a MoE Capital blog tracing two world-model lineages. The article says more than $10 billion entered the category over 18 months, and cites DreamDojo as using 44,711 hours of first-person video pretraining to reach r=0.995 correlation with real-world robot policy outcomes.

Tesla disclosed two Robotaxi crashes involving teleoperators, according to the TechCrunch headline. The RSS snippet only lists 27 Hacker News points and 17 comments; the post does not disclose crash locations, injuries, dates, vehicle behavior, or the teleoperation handoff mechanism.

NTU MARS Lab and collaborators released a 43-page survey on robot world models, covering definitions, architectures, applications, benchmarks, and challenges around action-conditioned consistency, inference efficiency, and physical grounding.

Jensen Huang told Carnegie Mellon’s 2026 CS graduates that skilled trades have better prospects; Randstad says trade demand is growing three times faster than white-collar roles, with robotics technician jobs up 107%.

Waymo recalled 3,800 robotaxis after the vehicles drove into flood waters, according to the title; the RSS snippet does not disclose incident counts, affected software versions, recall scope details, or the fix mechanism.

Yann LeCun discussed LLM limitations on the Unsupervised Learning podcast, covering his 2027 forecast, AMI’s bet on world models, his reasons for leaving Meta, and major disagreements with Geoffrey Hinton and Yoshua Bengio over Turing Award-era views.

CreativelyBankrupt built Sparky as a fully offline suitcase robot on Jetson Orin NX SUPER 16GB, running Gemma 4 E4B Q4_K_M via llama.cpp with q8_0 KV cache, about 200 ms cached TTFT, 14-15 tok/s sustained output, 12K context, 30+ sensors, and no WiFi, Bluetooth, or cellular interface.

PsiBot says it uses 100,000 hours of human operation data to train robot policies, with the W0 world model acting only as a training-time transfer module while deployment runs R2 alone.

Fanuc announced a partnership with Alphabet’s Google and its shares surged, with the title saying the stock hit a record; the RSS snippet does not disclose the partnership scope, share-price gain, or rollout timeline.

Anduril doubled its valuation to $61 billion in a fresh $5 billion funding round led by Thrive Capital and Andreessen Horowitz; CEO Brian Schimpf said the company will invest aggressively in manufacturing capacity, research and development, and infrastructure.

The Information says Lin Junyang is raising several hundred million dollars for a new AI Lab at a potential $2 billion post-financing valuation, while the lab’s research direction and final valuation remain undisclosed.

Unitree launched the GD01 piloted transforming mech with a starting price of RMB 3.9 million, biped and quadruped modes, and a stated payload of about 500 kilograms.