AI FOR SCIENCE · ON THE RECORD

Macao Polytechnic University

Research on the record

2026-10-16EZPro-Fit, a model that designs an enzyme's protein and its DNA together, proposed cellulase variants; of 13 tested, two were both more heat-stable and more activeLevel 4 · Tested in the physical world
2026-10-16HighFold-Lasso gets AlphaFold 3 to thread all 52 lasso peptide structures in its test set correctly by starting it from a lasso shapeLevel 2 · Computed
2026-04-09Five models that predict how fast an enzyme works, Zelixir's own CataPro among them, picked xylanase mutants for the lab; under one in ten of each model's picks was 20% more activeLevel 4 · Tested in the physical world

Graded by how far the evidence went, not how good the result is. See the methodology.

This page compiles what AI4S.fyi has recorded and links each item to its source. It is not a grade of the organization and not its complete history: a blank means the record has not caught up as often as it means nothing happened.