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A speculative piece arguing that post-singularity robotic labour and farming could unlock entirely new types of food production, from rare seafood and insects to low-sugar fruit, changing what we consider normal.
Maxinsights projects a $250M annualized run rate for 2026 with 50+ prospective customers as it builds global infrastructure to train, evaluate, and deploy physical AI for robotics and foundation model teams.
Stanford's RoboArchitect paper shows a coding model can automatically evolve the agent harness around a frozen robot policy—diagnosing rollouts and rewriting control code—raising success from 9.7% to 43.3% on unseen scenes and 12.7% to 40.2% on unseen tasks without any weight updates.
AGIBOT is streaming a live demo of six wheeled humanoid robots operating a convenience store around the clock for 24 hours.
An AI agent autonomously performed stereotaxic brain surgery on an epileptic mouse — selecting the drug, brain region, and injection coordinates — while a licensed vet gated every irreversible step. The author teases a thread on the agent's decisions, what it observed, and a moment it refused an override.
TinyAstral evolves a frozen teacher's agent harness via recursive self-improvement with statistical acceptance tests, then distills the gains into a 4B student that matches the teacher's RoboTwin success (62.8% vs 63.6%) using about one fifth of the accelerator time.
SPT-Flow 提出一种连续时间世界模型的训练方法：每条轨迹采样一个隐变量，并将自由运行的 ODE 展开与多个读出时刻的演示状态对齐，从而克服监督捷径问题。在 LIBERO 上，该方法相对 ODEWorld 基线在中段与最终帧的 best-of-10 PSNR 分别提升 2.0 和 2.4 dB，平均 LPIPS 降低 23%。
A new cleaning robot suspended on 4 points instead of wheels uses a gripper to reach every part of a room, with its actions directed by Opus 5.5.
A new blog post traces the evolution of Vision-Language-Action (VLA) models from RT-1 to MolmoAct2, explaining why VLAs are a leading bet for generalizable robot learning and covering key architectural trade-offs.
Hugging Face weekly roundup of top research papers covering world models, streaming video agents, robot policies, and efficient diffusion VLMs, highlighting works like Rollback, Hy-Nomas, OmniShowcase, PDRVLA, and StreamVibe.
The team behind the SO-ARM102 leader arm is exploring alternatives to PETG-CF for 3D printing, reporting that matte PLA looks surprisingly good as a material option.
A viral tweet sharing a video of Anthropic's Claude AI being given a physical lockpick, highlighting agents acting in the real world.
The paper introduces uni-robot-agent, a unified harness enabling open-weight robot-use agents to outperform proprietary models like GPT-6 Astra-RoboProbe on zero-shot manipulation benchmarks, and identifies four core capabilities that future robot-use agent training should jointly develop.
A new generation of intimacy-focused gynoid robots is set to debut on November 3, 2026, marketed explicitly as sexbots. The announcement teases advances in AI-driven robotics for personal companionship.
Meta is reportedly developing a humanoid robot prototype in collaboration with a Chinese startup, expanding its push into robotics beyond its wearables and AR efforts.
Meta reportedly built a 48 kg humanoid robot prototype called Max in just three months in partnership with Chinese robotics startup Fourier, with a second version already in development and no plans to sell the units.
A retired professor was arrested for blocking a delivery robot's path and says they will repeat the act, highlighting growing public friction over sidewalk robots in cities.
Google DeepMind let AI agents design, simulate, and build a physical dancing jack-o-lantern robot with 12 degrees of freedom directly from a plain-English prompt, with no manual CAD required. The playful demo showcases AI-driven end-to-end design-to-robotics capabilities.
Biotech founder Gabriel Ocana Santero of Exin Therapeutics connected an AI agent to a robotic surgical rig, allowing Claude Sonnet 5 to autonomously perform a brain injection on a live mouse with epilepsy after Claude Opus 5.5 refused to carry out the procedure, showcasing AI's emerging role as an active participant in laboratory research.
Lightberry (YC F25) announced its Lumi humanoid robot became the first and only humanoid cleared by the U.S. Department of War and exempted from the FCC Covered List, enabled by U.S. manufacturing and full control of the robot's sensors and software.