News
Updates, product notes and practical coverage for AI platforms and operators.
Mistral has launched Managed Agents in public preview, allowing developers to define an agent once in Python and run it in-process, self-hosted or on Mistral infrastructure. Managed deployments can continue for hours or days, resume after crashes and pause for human approval, addressing operational gaps that appear when tool-using agents move beyond short synchronous demonstrations.
AWS and UC Berkeley have released Infinity as an Apache 2.0 research runtime for extreme agent concurrency. Instead of holding a process while a model waits on tools, approvals or events, Infinity saves conversation state, suspends the agent and resumes it later. The approach targets durable, event-driven workloads with far lower idle resource overhead.
NVIDIA says CoreWeave has made Vera Rubin NVL72 systems available to early cloud customers, with Cognition running production workloads. Its 30 September account also details Vera CPU sandbox testing and a new Forge environment for improving agents. The claims are significant for AI infrastructure, but reported throughput gains need workload-specific validation before buyers extrapolate them.