According to @nic__carter, X is now dominated by AI reply accounts in his timeline, with little visible human interaction, source: @nic__carter on X, Nov 13, 2025. For crypto traders relying on X-based sentiment or engagement metrics, this points to AI-driven noise that can distort trading signals and requires stricter bot filtering and data validation in models, source: @nic__carter on X, Nov 13, 2025.