This document discusses base calling error toleration in reference based genome assembly. It hypothesizes that base calling errors are compensated for in downstream sequencing steps like mapping and variant calling. Through analytical assumptions and simulations using E. coli genome data, it finds that variant calling error increases with base calling error but the relationship depends on factors like mismatches, read length and genome size. The simulations verify the analytical predictions and show that repeat regions in genomes can impair accuracy, but using a random genome obviates this effect. Next steps include exploring different genome structures, variant types and sequencing methods.