The US believes that Russia is learning from its failures in the north of Ukraine, where they did not have the proper capabilities to sustain military operations, and applying those lessons to their new focus in the east and the south of the country, according to a senior US defense official.

(SOURCE) https://www.cnn.com/2022/04/18/politics/russia-learning-from-failures-north-ukraine/index.html