The small-x deep inelastic scattering in the saturation region is governed bythe non-linear evolution of Wilson-line operators. In the leading logarithmicapproximation it is given by the BK equation for the evolution of color dipoles. Idiscuss recent calculation of the next-to-leading order evolution of color dipolesin QCD and N = 4 SYM.
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