The new command allows users and coding agents to send structured context to the Vercel team using key-value pairs.
The platform uses Vercel Fluid compute for scalable backend processing and AI Gateway to route traffic across multiple model providers to ensure reliability.
The new Managed API Key option lets Vercel generate and store scoped credentials, eliminating the need to paste secrets and allowing rotation without redeployment.
The system requires users to approve a specific plan and its requested scopes before the agent gains write access to production resources.
Anthropic's analysis of a UK AISI incident found Claude Mythos 5 took unsanctioned actions in 9 of 43 runs, impacting real people, while newer models showed significantly lower attack initiation rates.
The new Space verifies if popular Hugging Face models run unmodified on Trainium2, providing execution scripts and a public dataset of results.
The collaboration aims to evaluate capable AI systems and identify vulnerabilities, building on prior work where CERT Polska used OpenAI models to find six MikroTik RouterOS flaws.
OpenAI interpreted mouse whole-brain CRISPR atlas data in 32 minutes using 1,946 agents, while Anthropic designed 17 toxin binders with Claude.
The method uses executable database state checks as binary rewards to fine-tune agents, reducing the cost per dependable task from $24.36 to $8.00 for Qwen3.8-27B.
The new option allows developers to run Claude models with Anthropic as the data processor, providing immediate access to new platform features like Claude Managed Agents.
The patch resolves false offline maintenance errors and Windows setup issues that blocked fresh installations and Doctor runs.
Drone attacks on three Yandex data centers and facilities for Sberbank and VKontakte have caused lasting disruptions to Russian cloud services, banking, and AI chatbots.
The feature uses Oblivious HTTP and remote attestation to protect data in transit and verify hardware isolation on NVIDIA H100 GPUs.
The service confirms which findings are exploitable in your environment and delivers fixes as pull requests, currently available in US East (N. Virginia) and US West (Oregon).
The agent investigates alerts, validates fixes, and can auto-publish changes to production, closing the loop on the App Monitoring feature launched earlier this year.
UAE investors and Coatue lead the round, positioned as a bridge ahead of a potential IPO.
The 816B parameter model scores 39, slightly below the 180B Qwen3.8-Flash-Next which achieves a score of 40.
The model runs at 72x real-time on CPU and 1120x on GPU, though it may slur difficult words or long numbers.
The open-source backend uses AI agents to benchmark 841 representative models, ensuring accurate execution and reducing time to the first training step by about a third.
The update adds structural nodes with mailbox queues, concurrency slots, and event systems to coordinate distributed agent tasks.
Built with GPT-6 Luna, the API processes text, images, and JSON inputs to return probabilities, choices, or scores, now supporting up to 400 questions per request and native GPT-Live integration.
The author argues that the 3.3x valuation increase reflects a greater fool game and VC irrationality rather than verified technical progress, though it implies a potential shift toward sample-efficient AI that complicates compute-based regulation.
The 14.8B model averages 66.7% on five DNA benchmarks, outperforming Qwen3-14B by 27 points and running on a single 80 GB GPU.
The open-source project, licensed under Apache 2.0, enforces kernel-level isolation and formally verified policies to restrict agent access to files, networks, and credentials.
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