①
Strategic Evasion of Algorithmic Control. Users and content creators actively develop deliberate workarounds, tactics, and linguistic adaptations (e.g., "algospeak" or subtle formatting tweaks) to evade shadowbanning, moderation filters, and feed suppression on platforms like Instagram and TikTok.
②
Demographic Disparities in Algorithmic Enforcement & Experience. A user's demographic background significantly shapes how algorithms regulate their content, influencing both the severity of algorithmic suppression they face and their specific motivations for circumvention.
③
The Rise of "Influencer Infrastructure". Circumventing algorithmic regulation has evolved from isolated user hacks into structured, shared practices and informal support networks—creating a functional infrastructure that enables creators to maintain visibility, reach audiences, and sustain digital livelihoods.
