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Netflix Recommendation Algorithm Assumes Binging Means Liking a Show

This image is a screenshot of a verified post on X (formerly Twitter) from user Ginny Hogan_. The post makes a relatable joke about a common frustration with Netflix's recommendation system: the algorithm infers a user enjoys a show just because they spent many hours watching it, ignoring contexts like hate-watching, background viewing, or binge-watching out of boredom rather than actual enjoyment. The post includes the user's profile photo, verified badge, and handle alongside the joke text.
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Text content

The problem with Netflix recommendations is they assume I “liked” a show just because I watched 13 hours of it

Overview

This image is a screenshot of a verified post on X (formerly Twitter) from user Ginny Hogan_. The post makes a relatable joke about a common frustration with Netflix's recommendation system: the algorithm infers a user enjoys a show just because they spent many hours watching it, ignoring contexts like hate-watching, background viewing, or binge-watching out of boredom rather than actual enjoyment. The post includes the user's profile photo, verified badge, and handle alongside the joke text.

Origin notes

The original content is a public tweet posted by verified X user @ginnyhogan_. This screenshot version of the tweet was shared as a meme on X via the meme.jpg account, per the provided source information. It circulates as a widely relatable joke about streaming service algorithm flaws.

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