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By 2026, YouTube's recommendation system has largely moved away from rewarding raw clicks or "clickbait" in favor of .

This paper explores the landscape of YouTube in 2026, focusing on how its algorithm has evolved from a "watch time" focus to a "viewer satisfaction" model, the rise of "creator-led networks," and the platform's deepening integration into daily education and local discovery. YouTube

: YouTube has fully separated the Shorts algorithm from long-form recommendations. Shorts are now ranked primarily on "swipe-through rate" and loop rate, serving as a rapid discovery mechanism that doesn't penalize a creator's main channel stats if a short underperforms. By 2026, YouTube's recommendation system has largely moved