Meta engineers report better efficiency and accuracy in their data pipeline agents by keeping the orchestration layer deliberately thin. The orchestrator only routes work and enforces reliability checks, while specialized agents handle the domain reasoning.
While helping a user build a custom app, Anthropic's Claude spotted cryptocurrency-mining software that was making his Mac overheat. The AI offered on its own to remove the malware.
Nvidia has released new open models aimed at companies that want to run their own models in their own data centers. The launch also pushes private AI agents that run on the device.
Claude Code has been responding sooner since mid-October. To get there, Anthropic turned to a compression tool older than the consumer web, which users had been requesting, with measurements, since late summer.
SandboxAQ has added two products to its Switch AI platform: Switch Trust finds a company's AI agents, tests them against attacks such as prompt injection and blocks unsafe behavior, while Switch ROI weighs each agent's spending against results. Both are free for up to five agents.
Tired of ads, tracking and sluggish menus, some smart TV owners are turning to AI agents to strip out bloatware and regain control of their sets.