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Curated tech posts from X on AI, startups, and product development—signal without the doomscroll, updated on weekdays.
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I was curious how X is fighting AI slop, so I looked at its open-source algorithm. It has a behavioral model called TweetSpamBot that analyzes up to 512 recent account actions, looking at signals like posting bursts, quote-post behavior, timing, and normal browsing or dwell between actions. The model is trained to recognize patterns such as: → TWEET_CREATE_BURST → QUOTE_TWEET_SPAMMER → CONTENT_AMPLIFIER A high score on the above can feed into an account challenge but doesn't seem to…
