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Fireworks Ember-1 matches Kimi K3 quality with ~40% fewer tokens

Fireworks Research’s Ember-1, trained on Kimi K3, cuts reasoning tokens ~35–50% while holding coding and agent quality on SWE-bench, Terminal Bench, and live customer A/B tests. It’s a research-preview serverless option beside K3, aimed at multi-turn agent workloads where long traces dominate cost.

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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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