Latest Posts

GEO: Why Search Engines Finally Learned to Recognise Real Quality

Piotr Zientara

May 28, 2026

Essay · Search & GEO

For twenty years, search rewarded the people who gamed it best. The new LLM-driven engines reward the people who actually know what they're talking about. A short essay on GEO — Generative Engine Optimization — and the four signals that no SEO trick can fake. Originally in K MAG.

Read more
GEO — Generative Engine Optimization, the four signals LLM rankers actually read

We don't just track the state of the art. We run it.

Kacper Wikiel

May 25, 2026

Partnership · CodeSOTA × Xfaang

CodeSOTA is the open, dated benchmark registry Xfaang pays for — and is not allowed to touch. 9,102 sourced AI benchmark results across 163 models, 371 datasets and nine capability areas. The wall between independent research and applied delivery is the most useful thing we built.

Read more
CodeSOTA × Xfaang — the AI benchmark frontier

Meet Sara: Your Digital Companion with Personality

Read more

Digital Maria Skłodowska-Curie Educates in the “Time to Understand the Atom” Campaign By Agnieszka Sielańczyk December 17, 2025

Read more
Maria Curie-Skłodowska - AI avatar is holding a flask with green liquid