92 results for “Rust”
NVIDIA published a tutorial showing how KAI Scheduler and vCluster let three teams share one L40S GPU while each gets an isolated Kubernetes control plane. The pattern scales to thousands of nodes and gives platform teams a way to consolidate GPU hardware without sacrificing tenant autonomy.
On August 27, 2026, Google DeepMind announced the first double-blind evaluation of a frontier-class model, testing Gemini 2.5 Flash-Lite inside a cryptographic enclave. The approach lets outside auditors run confidential benchmarks without exposing prompts or model weights.
Cloudflare researchers found a limitation in their Dynamic Process Isolation defense that allowed a remote Spectre attack to leak data at 12 bits per second on production Workers. The company has since hardened DyPrIs, added the V8 Sandbox, and deployed in-process isolation to close the gap.
Oasis Security researchers disclosed CVE-2026-65105 in NVIDIA NemoClaw: configuring host Ollama on 0.0.0.0:11434 for sandbox reachability disables a key Host-header defense, letting a malicious webpage reach the unauthenticated API via DNS rebinding and rewrite the model chat template. NVIDIA credited the finders in its August 2026 NemoClaw and OpenShell security bulletin.
OpenClaw Foundation released version 2.0 on August 30, 2026, bundling over 16,000 pull requests from 933 contributors. The update rewrites onboarding, adds multiplayer cloud sessions, and introduces breaking migrations for plugins and OpenAI routes.
A research-stage arXiv paper tests whether the factors LLMs cite for their decisions match measured behavioural influence. Across eight Claude, GPT, and Gemini models, cited top-three factors often missed the strongest drivers.
LG CNS researchers unveiled KOPA-Bench, 145 tasks over live Korean public APIs, plus EDGE, a verified data-synthesis pipeline. A 9B model tuned on its data nearly matched an untuned 27B sibling.
HUMAIN unveiled humain-m3, a 428B-parameter Arabic model built on MiniMax-M3, at LEAP Riyadh on September 3. The research preview via HUMAIN Node gives developers early access to a model that claims the highest average score across seven Arabic benchmarks.
NVIDIA says a central identity gateway pattern cut repeated logins by 55% across internal Kubernetes clusters in AWS and OCI. The architecture lets regional gateways validate sessions through a shared Redis store instead of independent OIDC flows.
NVIDIA released the PAIR beta on September 3, 2026, letting local AI agents route inference across RTX PCs, DGX Spark, and Macs on a home network. The router works with Ollama and LM Studio without agent changes.
Same-day OpenAI posts: a research-org dashboard saying coding agents now exceed human labor hours inside the lab, plus Chief Scientist Jakub Pachocki’s warning that chain-of-thought monitoring is getting less reliable as models scale. Vendor numbers — but the CoT fade is the sharp edge.
Cloudflare revealed Cache Transcoding, an internal system built in Pingora that re-encodes cacheable assets into Zstandard before writing to disk, compressing assets to roughly one-third their size and expanding edge storage capacity.