1 July 2026
Balancing problem solving and determinism with Sokros 3.0. UAE AI Expo 2026.
Where a system may reason freely, and where it must not move at all. 3.0 draws the line and runs it live on stage.
News · AI news
AI news.
What's changing in machine learning that actually affects regulated assessment, separated from what's just noise.
16 June 2026
Determinism, demonstrated. An evening with Google DeepMind and Microsoft.
What an AI system must prove before an institution lets it execute a decision, not merely suggest one. The working definition, shown live.
5 June 2026
Sovereign AI is a compliance question now. Notes from Brussels.
GDPR's Article 22, the AI Act's August deadline and the UK's new data frame: why in-house and in-region AI moved from preference to requirement.
3 June 2026
Dozens of scripts, not thousands.
The industry assumption is that useful marking models need enormous labelled corpora. Schema-driven extraction changes the arithmetic.
Full post coming to this space →
8 May 2026
LLM judges are easy. Auditable judges are not.
A judging model is a weekend project; a judging system an EQA can interrogate is the actual work. Where the gap lives.
Full post coming to this space →