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Cognition reports up to 4.8x token throughput on Nvidia Vera Rubin

Cognition ran its SWE-2 coding workload on CoreWeave’s first production Nvidia Vera Rubin NVL72 cluster and reported up to 4.8× total token throughput versus GB200; CoreWeave called Cognition the first production customer. The company-run FrontierCode-sample comparison measures throughput, not cheaper inference or more completed coding tasks.

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Darktrace MCP Server now generally available

Announced Nov 13, the server lets AI assistants query security alerts, pull Cyber AI Analyst findings, and run triage actions across licensed Darktrace products. A read only mode hides tools that change data…

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