AI RESEARCH

Geometric framework for biological evolution

arXiv CS.LG

ArXi:2603.15198v1 Announce Type: cross We develop a generally covariant description of evolutionary dynamics that operates consistently in both genotype and phenotype spaces. We show that the maximum entropy principle yields a fundamental identification between the inverse metric tensor and the covariance matrix, revealing the Lande equation as a covariant gradient ascent equation.