OQENYX

Research

Research

Studies, engineering notes, and the principles behind our models: how a European AI company thinks about safety, honesty, and privacy. Releases live on Models; announcements on News.

Manifesto
Safety

Why we called it Guardian

A model built to protect, not to maximise engagement — the principles behind the name, and what they cost us to keep.

Mar 28, 20266 min readComing soon
Honesty
Research

Honest by default: teaching a model to say “I don’t know”

Why a calibrated “I’m not sure” beats a confident wrong answer — and how we treat honesty as a design principle, not an afterthought.

Mar 24, 20269 min readComing soon
EU AI Act
Safety

Designing for the EU AI Act: transparency and explainability

How we think about transparency, documentation, and explainability in regulated AI environments — built in from the start, not retrofitted.

Mar 19, 20267 min readComing soon
Privacy
Engineering

Privacy by architecture: minimal data, by design

Minimal retention, transparent processing, and encryption in transit and at rest — how privacy is built into the system instead of bolted on.

Mar 14, 20266 min readComing soon
Multimodal
Multimodal

Understanding speech across 113 languages

What our speech work taught us about accents, code-switching and staying robust where it is hardest.

Mar 10, 20268 min readComing soon