On August 19, 2024, Shivambu took to X (formerly Twitter) to clarify the reasons behind his exit, dispelling rampant speculation. In his post, Shivambu dismissed the circulating rumors, labeling them as “FALSE” and characterizing his resignation as “a revolutionary act that will allow Progressive Forces to unite and work towards the agenda for progressive and revolutionary change.” He invoked Karl Marx, noting that like Marx, addressing every rumor would require “a score of secretaries.”