The reason behind Russia's change in approach remains unclear: an inability to cut off the supply route, troop exhaustion, concerns over exposed flanks, infighting between Wagner and the General Staff, or worries about committing reserves and becoming bogged down in Bakhmut as Ukraine's spring offensive approaches.

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