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A post from a couple of days ago went viral for no apparent reason.
I went to ask @grok if it hit on some mechanism of X.
Here’s the answer it gave me, and I think the useful information is:
X does not push content based on the time of publication, but rather on "whether it predicts this content will be interacted with."
You can think of X as a real-time scoring system:
Each new post = a small-scale test.
The algorithm is not determining "whether you are popular," but rather:
"Is it worth pushing this to more people?"
▪️ How does X score a post? (Key point)
The most valuable information Grok gave me is this set of weight logic:
1️⃣ Interaction weight is not evenly distributed.
The general logic (unofficial, but correct direction):
👍 Likes: highest weight (≈30)
🔁 Retweets: second highest (≈20)
💬 Replies: individual weight is low (≈1), but has hidden value.
Likes + Retweets determine "whether it can take off,"
Replies determine "how long it flies."
2️⃣ The true role of replies: not to add points, but to "extend life."
Many people mistakenly believe that "more replies = higher weight," but that’s not the case.
The real function of replies is:...


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