Overview
Investigating whether long-context DNA models encode linkage disequilibrium in collaboration with genomics researchers at CNR Italy.
Problem
It is not yet clear which population-genetic structures long-context DNA models represent and whether those representations recover biologically meaningful linkage patterns.
Approach
The project combines long-context machine-learning systems methods with genomics expertise to test for encoded linkage disequilibrium.
Results & current status
- The collaboration and experimental program are active.
- The work connects long-context representation analysis with domain-grounded genomics validation.
Technical details
This research brings together sequence modeling, long-context evaluation, representation analysis, and population-genetics expertise.
Reproducibility
Results will be published only when the study has a stable methodology and collaborators have agreed on the public release.