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: Algorithmic recommendation engines began curating content based on individual user behavior.

Platforms have optimized for velocity, not depth. TikTok’s algorithm rewards the first three seconds. YouTube’s click-through rate depends on the thumbnail and title. Spotify’s playlisting depends on the first 15 seconds of a track.

: Advertising revenue is currently outpacing direct consumer revenue in several sectors of the industry. Core Pillars of Modern Media