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X AI ALGORITHM UPDATE (BIG ONE) 🚨 X updated their open source algorithm yesterday and the biggest number in it is gone: copy link went from 20 to 0 points. Small accounts should focus on: posts people like, reply to and stay on (so stop counting on link copies) tl;dr: - on Nov 13 X's open source code set the score for copying a post's link to 0 - copy link: 20 → 0 - it was the top score in the whole system, 4x a reply - the code also names a "copy link bait" spam check - likes (0.708), replies (5) and DM shares (5) didn't move full details: - The number that's gone Since I started reading X's open source code in August, one number sat at the top: 20, for someone tapping share and copying your post's link. Nothing else came close. As of the Nov 13 release, it's 0. X still guesses who'll copy your link. It just multiplies that guess by 0 now. X didn't explain it. It's just what the code says. (I check the open source algo daily with Claude and share updates with you) - Cross it off your list My own checklist called copy link the biggest number. Last week's post said it too. It was true then. It isn't now. If you saved that list, cross that line out. - The "copy link bait" check X's code now mentions a spam check called "copy link bait". In the code it adds a spam label to the post, and that label already keeps a post out of strangers' feeds. It only shows up in a test, so I can't see if it's running or how strict it is. My read: X saw people baiting link copies, so it turned the score off and built something to catch the bait. That's a read, the code doesn't say why. - Why that matters if you're small If your plan was posts people copy the link to, that plan now earns 0 in X's ranking. A copied link can still bring people in from outside X. It just doesn't push your post up anymore. What still pays: likes at 0.708 (the highest ever), people staying on your post, replies at 5 and back and forth with mutuals at 20. - Also new: photo and video tags If a post has a spam label, people you tag in its photo or video who don't follow you won't get notified. Same idea as last week's rule for replies. - What didn't change Every other score. Your new posts still get their extra push in the first 2 hours and first 200 views, and early likes still pick which one gets it. Here's a recap of what you should be doing: - aim for likes, replies and time spent, the copy link score is gone - a DM share still earns 5, same as a reply or a quote - likes sit at 0.708, never higher - time on your post keeps counting at its best rate yet - 10+ seconds after someone taps in adds 0.385 - write your replies yourself, under big accounts most of all - give people a reason to hang around your profile - in videos the opening seconds carry it, an open alone scores 0 - posts read to the end help X find you strangers - smaller accounts (below 50K) get a shot at a spot near 16 for a fresh original - early likes decide which new post gets that spot - post when your followers are awake, the push lasts 2 hours and 200 views - mutuals going back and forth earn 20, so follow back the regulars - only your originals ever get shown to strangers - like 1 and like 32 each unlock another way to reach strangers - one strong post per feed, your second only counts 62% - clips longer than 10 seconds for the video lists - a post likely to win you a follow gets +4 - give your pinned post a look, it can affect the whole account What you should NOT be doing: - counting on copy link shares, they score 0 now - baiting link copies, the code names a spam check for exactly that - a spam label also stops your photo tags reaching non-followers - AI-written replies under big accounts, "llm slop" is a flag X uses - copy-paste replies, labeled ones skip non-followers' notifications - chasing taps, 0.274 and dropping - drifting off your topic, each probable "not interested" takes 53.07 away - videos people open and leave, the open itself earns 0 - posting at 3am, it wastes the 2 hour push - expecting replies and reposts to reach strangers - an insult label, it hides that post from non-followers - earning a misinfo or low quality label, which adds a warning and locks strangers out of liking or sharing - 3 adult photos or videos among your latest 5 posts, that puts a label on you - forgetting videos get rechecked at 64 and 512 likes - one account label and strangers stop seeing you - pinning a link to a site X rates badly, that can mean a label for a week - posting your own old words again risks the copypasta flag - a low quality link plus tagged strangers reads as spam - bait for engagement, big or small it gets a label - several posts back to back, they split the same feed - hashtag piles, they do nothing - bookmarks for reach, they score 0 - hoping a 3 day old post still lands in For You, it stops at 2 days

🚨 THIS IS WHY BITCOIN KEEPS CRASHING BELOW $67,000 If you still think Bitcoin trades like an asset whose price is determined purely by spot supply and demand, you need to read this carefully. Because that market no longer exists. What you’re watching right now is NOT normal price action. This isn’t just an AI stock sell-off. This isn’t just hotter inflation. And this definitely isn’t retail suddenly deciding to dump Bitcoin at the exact same time. Most people have no idea what is actually happening. And by the time it becomes obvious, the damage is usually already done. This didn’t start today. It has been building underneath Bitcoin for YEARS. And now it’s accelerating. Here’s the truth: Bitcoin still has a hard cap of 21 MILLION coins. But Wall Street can create almost unlimited financial EXPOSURE around those coins. That distinction changes everything. Because once derivatives dominate short-term price discovery... Bitcoin stops trading purely on who wants to own the actual coins. It starts trading on: 1) LEVERAGE. 2) HEDGING. 3) MARGIN. 4) LIQUIDATIONS. 5) FORCED SELLING. And that is exactly what is happening right now. It’s the same mechanism that repeatedly drives violent moves in: → Gold → Silver → Oil → Stocks Once derivatives become large enough, spot buyers are no longer the only force setting the price. And this is the part almost nobody understands: Bitcoin’s scarcity didn’t disappear. But scarcity alone no longer controls the SCREEN PRICE. Wall Street built an entire financial layer on top of Bitcoin: → Cash-settled futures → Perpetual contracts → Options → ETFs → Broker lending → Swaps → Wrapped BTC The 21 million cap controls the COINS. It does NOT cap the amount of leveraged exposure that can be created around them. And once that leverage starts unwinding... The market doesn’t care what the long-term thesis is. It SELLS. Look at what just happened: Over $1.9 BILLION in leveraged crypto positions wiped out in 24 hours. More than $1.1 BILLION liquidated in Bitcoin alone. Spot Bitcoin ETFs have already seen roughly $1.9 BILLION in outflows this month. Once leveraged selling overwhelms real buyers, price stops responding only to long-term demand. It starts responding to positions. Hedging. Margin calls. And cascading liquidations. Wall Street does not need to own millions of physical Bitcoin to push the market around. It only needs enough derivatives exposure and enough leverage sitting in the wrong place. The playbook is brutally simple: 1st: Build enormous leveraged exposur 2nd: Push price through obvious liquidity 3rd: Trigger stops and liquidations 4th: Forced selling pushes price even lower 5th: Buy back into the panic 6th: Repeat THIS is why Bitcoin can lose thousands of dollars while the number of coins on-chain barely changes. The coins didn’t suddenly disappear. The PRICE DISCOVERY mechanism changed. That’s what people are missing. Bitcoin is still scarce. But the financial claims built around Bitcoin are NOT. And when leverage controls the marginal trade... 21 million coins can behave like a market with FAR more supply than 21 million coins. That’s not the Bitcoin market retail thinks it is trading. That’s a WALL STREET PRICING SYSTEM built on top of Bitcoin. You can choose to ignore it. But don’t pretend nobody warned you. Bitcoin is now trading around $66,600, its lowest level since August and roughly 48% below the $126,200 high. If $65k breaks, the next level I’m watching is $62k. Reminder: I called the Bitcoin top at $126,000 and told you to start buying again around $60,000. The next call will matter even more. When I EXIT the markets completely, I’ll post it here publicly like I always do. Turn notifications on. If you’re not following yet, you’ll understand why that was a mistake later.

Thinking about joining BNB Bangkok, but trying to figure out where you fit? Whether you have an idea, a live product or just want to attend Demo Night, here’s what you need to know before Nov 25 - 27 🧵 👇

🏫 想把 AI agent 真正做上线的看这里，Agentic System Course 用 22 章讲透生产级 agent 怎么设计、搭建和运维。 Agentic System Course 的 fork 已经接近一百个，而且整套课是写给你和你的 AI 一起读的，仓库里同时放了 AGENTS.md 和 CLAUDE.md。 以前学 agent 开发，要么跟着某个框架的教程一步步敲，换个技术栈就全废；要么零散看博客，记忆、多 agent 协作、成本控制各讲各的。 这门课只给骨架：把记忆与状态、多 agent 协调、外部接口、可观测性、成本与延迟、安全运维这些承重的主题和取舍讲清楚，具体代码交给你的 AI 按你的技术栈去补。最后一章是一张设计画布，直接拿来设计你自己的 agent。 还有个顺手的：仓库自带一个评审 skill，把你的 PRD、设计文档或 agent 代码丢给它，它先判断你做的是个人项目、团队工具还是面向客户的产品，再挑相关章节出报告，每条问题都带严重程度、证据、章节出处和修复建议。课程拿 OpenCode、Hermes Agent、OpenClaw、Paperclip 四个开源项目当参考实现。 用 agent 学 agent，这个思路挺对味。 GitHub：

Running an experiment: can an MMO world run itself? NPCs post quests based on what's happening around them. Monsters are driven by a live brain. Raids, quakes and Blood Moons just happen. Still very much a test. Here's where it's at

🔴 TÜM ALTCOİN SAHİPLERİ, SÖYLEDİKLERİMİ DİKKATLE DİNLEYİN! Çünkü bu noktadan itibaren, sadece bir tahmin paylaşmıyorum… KENDİ İTİBARIMI VE 9 YILLI ÇALIŞMAMIN TÜMÜNÜ RİSK ALTINA ATIYORUM! SOL'u 5 dolarda, AVAX'ı 2 dolarda, XRP'yi 0.50 dolarda ve MATIC'i 0.003 dolarda çağırdım. Üç yıl önce, 8.000 dolarlık bakiyemi 2.5 milyon dolardan fazlaya çevirdim. Gelecek üç ay, hem benim hem de piyasa için belirleyici olacak. 🔴 KASIM — ARALIK — OCAK Bitcoin → 180.000$ Ethereum → 10.000$ Altcoinlerde → 60X BAŞLANGIÇ İÇİN. Bazı coinlerde 100X, 150X, 200X+ göreceğiz. BU OCAK'TA BİTECEK… Eğer söylediklerim gerçekleşmezse, 9 yıllık emeğimi koyduğum bu işi bırakacağım ve X HESABIMI SONSuza DEK SİLECEĞİM! Bu sözleri unutma. Ekran görüntüleri al. Tarihi işaretle. Çünkü piyasa döndüğünde, herkes her zaman ne kadar haklı olduklarını söyleyecek… AMA EKRAN GÖRÜNTÜLERİ YALAN SÖYLEMEZ! Zirveyi kaçırmak istemiyorsan beni takip et. FİNALDE GÖRÜŞÜRÜZ…

What's happening at Starbase, Texas is truly incredible. Deep in south Texas, Musk and his team have pulled in some of the most brilliant people on Earth to make space travel as normal and boring as air travel. The energy there is just insane. It feels like a modern day Manhattan project, but built for peace not war. The building pictured below is the actual factory where they build Starship, like a car factory for spaceships. You probably wouldn't have guessed it, since it looks like a nice office building. Most factories are cold and industrial but Starfactory feels warm, clean, with design touches that make you feel like you're in Silicon Valley. There's something really special happening here. I envy everyone who gets to work here and live here. Most people never get a chance to devote themselves to something so meaningful, something that potentially bends the river of human history. It kind of feels like a college town, except everyone's building spaceships instead of going to class.

Alright chat I’m in. Here’s the deal Cybercab order page is live. Invite only. Must accept delivery to one of these cities in Texas. Only operates in those existing geofenced areas. Requires a $300 monthly subscription to operate. One vehicle per customer. “Estimated delivery” December

使用 Hermes 和 Claude Opus 或者 Fable，有一种无力的兴奋感，这是 GPT 没有给我的。就是我给他描述一些我的痛点或者需求，一会儿的功夫回来，他就已经比我想的更远一点，做好了相关功能部署上线了。 兴奋的点是，又解决了我一个大的问题，没想到这么容易就解决了。 无力这点是在于：我是否还有存在的必要？ 从这一点上，GPT 可能更好一点，因为它做一步等一步，需要我催它反复地去做，给我找了一点存在感。