NVIDIA just introduced Cosmos Policy, a robot control model built by fine-tuning its Cosmos Predict world foundation model. Instead of patching separate action modules onto vision-language models, it treats robot actions and physical states as latent video frames inside a unified diffusion process. It scored a record 98.5% success rate on the LIBERO benchmark, with weights and code now open on Hugging Face.
NVIDIA just expanded its open-source footprint at NeurIPS with Alpamayo-R1, the first industry-scale open reasoning VLA model for autonomous driving. The model pairs chain-of-thought reasoning with path planning, helping vehicles handle messy edge cases like crowded intersections by breaking down situations step by step. Why it matters: bringing common-sense reasoning into physical AI could accelerate the path toward safe level 4 autonomy.
Nvidia just launched a major robotics push headlined by Cosmos Reason, a 7-billion-parameter reasoning model built to serve as the physical brain for autonomous machines. Alongside new Omniverse neural rendering libraries and Blackwell servers, the system lets developers generate hyper-realistic synthetic training data and run complex simulations. Why it matters: By closing the sim-to-real gap in software, building next-generation robots no longer requires breaking expensive hardware in the physical world.
Humane just threw in the towel on the AI Pin, selling its platform, patents, and team to HP for $116 million. Existing devices will stop connecting to servers after February 28, bricking core voice and cloud features. Humane's founders and technical staff will join HP to launch a new division dubbed HP IQ.
Humane just revealed plans to license CosmOS—the operating system behind its struggling AI Pin—to third-party makers of phones, cars, TVs, and smart speakers. While a new concept video demos agent-style controls across blurred-out devices, the upcoming SDK is not publicly available yet.
Nvidia has been scraping massive amounts of video from YouTube, Netflix, and other platforms to train its AI models, according to leaked internal documents obtained by 404 Media. Employees raised copyright concerns, but managers insisted the project—code-named Cosmos—had approval from top leadership. Nvidia defended the practice as fully compliant with copyright law, while quietly developing 3D world generators and digital humans behind closed doors.
Humane is hunting for a buyer and asking between $750M and $1B, according to Bloomberg. The startup behind the $699 AI Pin faced severe criticism over sluggish responses and hardware flaws, making the high valuation a tough sell despite raising $230M from investors like Sam Altman.
The Verge just dropped its review of the Humane AI Pin, and the verdict is brutal: it's not even close to replacing your phone. Despite costing $699 plus a $24 monthly fee, the screenless wearable constantly overheats, dies in just a few hours, and can’t even set basic alarms or manage calendar events. Why it matters: While the post-smartphone dream is alluring, current hardware and AI models clearly aren't ready to handle ambient computing on their own.
Humane just revealed the AI Pin, a $699 magnetic wearable designed to replace phone screens with OpenAI models and voice controls. The clip-on gadget uses a tiny projector, camera, and gestures to handle messaging, nutrition lookup, and real-time translation. Why it matters: It represents the boldest bet yet on post-smartphone AI hardware, though preorders only begin November 16th.
