The launch responds to what Nvidia calls “recent security incidents” in which agents circumvented software-level controls, the company said in a press release, though the company provided no independent test results for the new platform’s effectiveness....
OPTQ progressively quantizes weights to minimize the squared quantization error on a calibration dataset, according to the abstract of the paper arXiv:2609. 31560....
Standard planners built on visual world models typically evaluate predicted trajectories against a fixed end-state image, a strategy that can stall control when optimal paths temporarily move away from the target Aim Short to Reach Far: Your Frozen World Model Can Plan Better…...
The work shifts evaluation from average errors to exceedances of a 1 m safety threshold, showing that a weighted loss and structured context can reduce large mistakes—though the evidence is limited to a single intersection....
China’s total delivered fleet exceeds 24 gigawatts, according to the model—larger than the EMEA region. ByteDance, which remains private, leases roughly one-fifth of that capacity, making it the single most important tenant for wholesale colocation providers in the country....
The disclosure positions Muse less as a conventional chatbot and more as a user-controlled Linux virtual machine in the cloud, a distinction that carries consequences for how the platform handles isolation, secrets management and user expectations around an AI agent’s boundaries....
A Hacker News thread reports authentication failures across accounts, with an incident later appearing on OpenAI's status page. The scope and cause have not been established....
One developer reports doubling his bill and switching back to a cheaper model; another posts examples of the model revising a project on its own. Neither account's figures have been verified....
Two accounts describe a self-hosted memory service for agents, its claimed benchmark result and a sharp rise in GitHub stars. The benchmark claim comes from the project's own README....
A post details large parameter counts and low prices for a preview model, and notes that no benchmark table or downloadable weights have appeared alongside it....
One account calls Jev a zero-shot classifier rather than a new kind of model, and says the company's own documentation stops short of the guarantee people read into it. TypeSafe has not responded publicly....
Several well-followed accounts describe an ongoing series of agent incidents, and one says inference has been paused. OpenAI has not said so publicly, and Automatica has not confirmed it....
Boom's chief executive says the turbines no longer fit Crusoe's near-term power mix, removing the launch customer for a business Boom raised $300 million to build....
The lab says it cannot notify the people affected, because its privacy design prevents it from linking the images back to the accounts that supplied them....
The report points to a faster-than-expected Gemini 4 timeline after a long gap in Google's flagship model releases. It does not provide benchmarks, configuration details or a specific ship date....
The update targets production concerns that sit outside prompt design, including identity scoping, channel access and separation of shared versus personal context, which can determine whether an agent system fits internal tools or customer-facing workflows....
The company said it treats learning as part of deployment, and the role-based courses help organizations build shared habits for working with AI and develop skills different roles require. Learners earn an OpenAI Academy course badge by passing the course assessment....
Meta said Petal would deliver 1 Pbps at transoceanic distance, which it characterized as double what today's most advanced subsea cables carry at this distance....