ONCHAIN COP

just read the entire @x algorithm source code. @elonmusk open-sourced it today. I went through every file — the scoring engine, the "Banger Screen," the reply ranker, all of it. Here's what actually controls your reach on X: A system called "Phoenix" predicts 15 actions for every post — will you like it, reply, repost, share via DM, stop scrolling, expand the image, click the profile, follow the author. Each action has a weight. Your final score = the sum of all predictions × weights. But here's the shocking part most people will miss: There are negative signals too. If people scroll past your post without stopping — that's an active penalty called "not_dwelled." If they hit "not interested" — penalty. Block or mute — massive penalty. And there's something wild called the "Banger Screen." It's a Grok vision model that scores every single post for quality. It gives each post a "slop score" from 1 to 3. AI-generated garbage? Buried. Generic corporate posts? Buried. Engagement bait? The algorithm literally detects it now. The 5 biggest surprises: 1. Replies are judged by a separate AI — not just counted. A thoughtful debate in your replies is worth more than 100 "great post 🔥" comments 2. DM shares are tracked separately. When someone forwards your post to a friend privately, that's a premium signal. The algorithm rewards "I need to send this to someone" content 3. The "author diversity scorer" has exponential decay — post 10 times a day and each post gets penalized more. Quality > quantity is now mathematically enforced 4. Quote tweets have their own weight. Adding your take when sharing > just hitting repost 5. Profile clicks from your post are tracked. Content that makes people curious about who you are gets boosted What does this mean for @eToro Pro Investors? You already have the hardest part — real skin in the game, real market insight, original analysis that nobody else has. The algorithm just wants you to share it in a way that stops the scroll, starts real conversations, and makes people want to send it to someone they know. Not more posts. Better posts. The code is open source. I'm going to share the GitHub link in a quote repost below. What's the most surprising thing here — the slop detector or the DM signal? So I wrote with grok an algorithm to check potential vitality of posts. I’ll share with @etoro pro investors

This is literally the next Nietzschean animal. And funny enough, its actually another penguin... This penguin was just spotted on ice that was cracked and got separated from its companions. People are saying its like a movie scene, and are applauding the penguin for being so brave and comparing it to the viral Nietzschean penguin from 3 months ago. x.com/buzz_wadai_/st… x.com/C4Dbeginner/st…