The library supports NVIDIA Turing and later architectures, achieving significant speedups over vLLM Marlin and DeepGEMM across dense and MoE workloads.
The company combines OpenAI models with live traffic data to propose security patches and uses Codex to boost developer output across its engineering team.
Mammoth-1 (27B) and Elephant-1 (9B) offer 16k-token context and return choices, probabilities, and scores for text classification and routing.
The blueprint proposes three pillars for government and industry action: strengthening AI safety controls, modernizing defender tools, and building resilient public institutions.
The partnership integrates Claude into HCLSoftware products and the AI Force platform, with a dedicated Anthropic Business Unit to support client deployment.
Built on Claude Opus 5.5, the app prioritizes tasks, works in the background via a virtual machine, and requires user approval for sensitive actions like payments or deletions.
The model supports a 1,048,576-token context and offers controllable thinking budgets to balance reasoning quality and latency.
The new models combine speech recognition, turn-taking, LLM, and voice into a single end-to-end system available via ElevenAgents and an OpenAI-compatible API.
Ramp developed Laminar to unify its agentic products on a model-agnostic, cloud-native stack, replacing fragmented vendor solutions and open-source frameworks.
The open-source DeepInfer framework supports NVIDIA and Huawei Ascend platforms with a single-cluster throughput of 155 trillion tokens per day.
The open-source Kubernetes-native stack supports vLLM and SGLang across heterogeneous hardware, claiming up to 3x higher output throughput and 2x faster TTFT.
The update adds continuous monitoring, automatic fix detection, and a knowledge base for context, available in public beta with $25,000 in monthly credits for two months.
The experimental physicist and former Harvard Dean of Science becomes the Trust's first physicist, joining a board that appoints a majority of Anthropic's directors.
The middleware runs as a separate ASGI or WSGI app before requests reach the application, allowing developers to rewrite, redirect, or answer them.
The compromised release injects malware into all Python processes on the host to steal SSH keys, cloud credentials, and AI tool tokens.
Vercel now excludes automatically skipped monorepo deployments from rate limits, allowing teams to run more deployments within the same quota.
The platform now offers over 200 models on a unified enterprise AI platform, with OpenAI models rolling out in private preview to select enterprise customers.
AutoJev-27B, d1-ultra, and decider-12b tie for the top spot with a score of 60 in the new benchmark for single-pass decision models.
Recursively improving agent harnesses without ground-truth labels raised benchmark scores by up to 11.5 points.
Kanana-2-vision-encoder recorded the global highest scores in 8 out of 9 domains.
The weak private keys allow attackers to forge certificates for any domain to intercept traffic, prompting immediate updates to Cloudflare One, Tunnel, and CDN services.
Token inflation and longer outputs offset the price reduction, resulting in higher actual costs for Sonnet 5 compared to Sonnet 4.6.
The service automatically rechecks code for vulnerabilities and emails maintainers with suggested fixes.
The tool converts one-time LLM-driven browser explorations into deterministic scripts that cost nothing to run in CI.
AI Briefing