NVIDIA Halos Turns Robot Safety Into a Full-Stack AI Platform
NVIDIA Halos for Robotics gives robot makers a shared safety stack for physical AI, combining IGX Thor compute, Halos OS, sensor infrastructure, outside-in safety agents, and an inspection lab for certification. Agility Robotics is the first public adopter, bringing parts of the system into Digit humanoid deployments for factories, warehouses, and logistics operations.
LiteLLM Exploit Puts AI Gateways on a June 22 Patch Deadline
CISA’s June 22 remediation deadline for CVE-2026-42271 puts LiteLLM AI gateways on the security team’s priority list. The flaw affects MCP test endpoints, can expose model-provider credentials, and may become unauthenticated RCE when chained with a Starlette host-header bypass.
Samsung’s ChatGPT Rollout Shows Enterprise AI Moving Past the Ban Era
Samsung Electronics is giving ChatGPT Enterprise and Codex to all employees in Korea and its global DX division, turning a once-risky consumer AI tool into governed workplace infrastructure. The rollout is one of OpenAI’s largest enterprise deployments and a useful marker for how big companies are moving from blanket bans to controlled AI access.
Amazon’s Trainium Talks Push AWS Chips Beyond the Cloud
AWS is in early talks to sell Trainium AI chips for use in other companies’ data centers, a shift that could move Amazon from cloud-only accelerator provider toward a more direct role in the AI chip market. The opportunity is real, but so are the constraints: Trainium capacity is already tight, Nvidia still owns the broadest software ecosystem, and selling racks outside AWS could weaken the cloud bundle that makes custom silicon so valuable to Amazon.
Apple Opens iOS App Stores and Payments in Brazil Under CADE Deal
Apple’s CADE agreement opens iOS app distribution and payments in Brazil through alternative app marketplaces and outside payment options, but the new rules keep Apple in the loop through notarization, marketplace authorization, child-safety requirements, and fresh commission terms.
DeepMind’s AI Control Roadmap Makes Agent Security a Runtime Problem
Google DeepMind’s AI Control Roadmap treats powerful internal AI agents as systems that need monitoring, access limits, response plans, and shutdown paths. The framework is a signal for enterprises moving from chatbots to tool-using agents: alignment claims are no longer enough if the agent can touch code, data, infrastructure, or security workflows.
FortiSandbox Exploits Put Fortinet Appliances on a Patch Clock
Attackers are probing three critical FortiSandbox vulnerabilities that can expose Fortinet malware-analysis appliances to authentication bypass and command execution. Security teams should verify FortiSandbox 4.4 and 5.0 patch levels, check whether management interfaces are reachable, and review logs for exploit attempts rather than treating the April and June fixes as routine maintenance.
AryStinger Botnet Turns Old Routers Into Attack Proxies
Security researchers say AryStinger has compromised more than 4,300 legacy routers, turning aging home and small-office gear into proxy and reconnaissance infrastructure. The campaign is a reminder that end-of-life routers are not just slow or outdated; they can become someone else’s attack platform.
Gemini TTS Streaming Gives AI Voice Apps a Faster Start
Google added streaming speech generation to Gemini 3.1 Flash TTS, letting developers start playback as audio chunks arrive instead of waiting for a complete file. The update matters for voice assistants, narration tools, training apps, and other AI audio products where perceived latency shapes the whole experience.
Wear OS 7 Makes Pixel Watch More Useful at a Glance
Google is rolling out Wear OS 7 to Pixel Watch 2, 3, and 4 with Live Updates, battery-life gains, remote media controls, emergency-sharing changes, and Gemini Intelligence features coming later this year. Here is what Pixel Watch owners should know before updating.