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Can a decision model triage email better than an LLM? Clef vs Claude Haiku on a DGX Spark

· 5 min read
LibraOS Team
Nebula Nova Inc.

Every email that reaches a LibraOS desk gets triaged: who sent it, what it is, what the reader has to do, which part of the business it belongs to, and whether it looks risky. Today that runs on an LLM. We tested Cloudflare's new Clef decision models against it: Clef 27B and the smaller clef-flash, running locally on a single NVIDIA DGX Spark (GB10). The short version: Clef 27B found more of the mail that needs a person, while the LLM kept more noise out of the inbox. For now the LLM stays in charge.

What is LibraOS? The operating system for the AI workforce, explained

· 4 min read
LibraOS Team
Nebula Nova Inc.
Editor's note, 2026-11-03

LibraOS Cloud is now open for sign-up at console.libraos.com; no private-beta invitation is needed. See LibraOS Cloud for what it does today. The rest of this post is unchanged from publication.

The simplest way to think about LibraOS: a desktop operating system is the base layer that runs your applications; LibraOS is the base layer that runs, coordinates, and supervises a team of AI employees. One system where they share knowledge, hand work to each other, and complete real business processes end to end — inside your walls.