Blog
Research
What our models and our data show, with the evidence behind it.
ResearchWhat is blocking land restoration: scale and standards
Soilytix · 11 November 2026
A 30 metre satellite pixel serves national monitoring and is close to useless on a two-acre farm.
ResearchIntroducing LOAM: learning biology from long-read soil metagenomes
Tim Rajakumar, Quentin Ferry · 1 October 2026
Trained on 67.5 billion bases of soil DNA, LOAM-624M rivals the far larger Evo 1.5 model.
ResearchLet the ground truth decide where to look
Tim Rajakumar, Quentin Ferry · 1 October 2026
Our largest LOAM model ranked first at sorting genes into 128 enzyme functions, ahead of models 10× larger.
ResearchWhen the same seed gives different answers (G×E)
Julien Winkel · 31 August 2026
Change the field and the ranking of the best variety can flip; soil biology is part of why.
ResearchMicrobes as miners: how MICP is transforming bioremediation
Berenice di Biase · 25 August 2025
Bacteria that grow calcite in soil pores can bind sand and lock lead and arsenic in place.