"Enzidia has signed an exclusive license with DTU for MillionFull, a technology generating millions of enzyme sequence-to-performance datapoints per run — now powering a collaboration with Nobel laureate Frances Arnold's lab and eXoZymes on ML-driven enzyme design.

How a young startup with few employees gets so much done — over 100 collaborators worldwide, and a new partnership with Yaoyu Yang's Cypher AI.

Two independent teams — UT Austin, and a Microsoft / NVIDIA / Profluent / Caltech / Duke / Oxford collaboration (FLIP2) — reached the same conclusion: protein language models rarely beat simple baselines when real experimental data exists, and their rankings collapse to near-random when pushing toward genuinely new function.

A page from a 2023 journal, four days after the idea for a company crystallised — and what it means that 600+ applicants now cite our operating principles.