Nyheter & texter

Anteckningar från ett långsamt laboratorium.

Släpp, artiklar, idéer under arbete. Vi skriver långt när det finns något värt att säga.

12 Apr 2026
Release

Llana 3.2 is out — calmer, more careful, slightly slower

Llana 3.2 is a refresh focused on refusal calibration, long-form coherence, and code review quality. We are slightly slower than 3.1 in raw tokens-per-second; we think the trade is right. Notes inside.

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28 Mar 2026
Paper

Calibrated refusal: the long version

An accompanying essay to our refusal-calibration paper. We argue that knowing when not to answer is, on balance, a more useful skill than answering one extra question correctly.

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11 Mar 2026
Field note

Why we are not shipping a voice agent yet

Voice agents are easy to demo and hard to make safe. We have a working prototype; we are not going to release it until we can describe its failure modes in plain language.

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20 Feb 2026
Hiring

We're growing the research team — slowly

Six new positions across reasoning, evaluations, and trust & safety. We hire one person at a time and we read every application.

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