We show that if Omega subset of R-3 is a two-sided NTA domain with AD-regular boundary such that the logarithm of the Poisson kernel belongs to VMO(sigma), where sigma is the surface measure of Omega, then the outer unit normal to partial derivative Omega belongs to VMO(sigma) too. The analogous result fails for dimensions larger than 3. This answers a question posed by Kenig and Toro and also by Bortz and Hofmann.