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
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Wemby is averaging 36.6 PTS, 13 REB over his last five games, as the Spurs seek to win their 11th straight game in tonight's
@emirates NBA Cup showdown!
🍿 Warriors/Spurs
📺 9:30pm/et, Prime
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This slide from the Anthropic IPO roadshow was a big factor in my decision to leave. It’s an insane plot and I’m surprised they made it public.
It shows the compute efficiency of pretraining over time. The y-axis is a **log scale**: they are seeing continued superexponential algorithmic progress.
Mythos was not a one-time deviation, but a point on a superexponential. They could already retrain Mythos with a fraction of the compute originally needed.
It doesn’t strictly imply a software-only intelligence explosion- they have been spending more on R+D. But algorithmic improvements do not require ridiculous creative genius and are on the verge of being automated. You do the math.
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And this is what I show you publicly lol
I know my value now thank you
@solanafdn!!!!
Hey
@grok , show her in those violet outfit
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6.) → Companies' official reports
7.) → Buffett's letters since 1977
8.) → Video archive of Buffett meetings
9.) → Howard Marks' investor memos
10.) → Research from Ray Dalio's firm
11.) → Dalio's principles for free
12.) → Jeremy Grantham's market notes
13.) → Quantitative fund research
14.) → Damodaran's valuation data
15.) → Valuation professor's blog
16.) → Morgan Housel's money writings
17.) → Mental models for decision-making
18.) → JPMorgan's free market guide
19.) → Innovation-focused fund research
20.) → Venture capital essays
21.) → Value investing lecture notes
22.) → Columbia's value investing archive
23.) → Fed's economic data archive
24.) → Fed decisions and statements
25.) → European Central Bank data
26.) → Reports from the central bank of central banks
27.) → Countries' economic indicators
28.) → Companies' long-term charts
29.) → Company financials for free
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31.) → Stock screener and heat map
32.) → Portfolio backtesting
33.) → Charts and market analysis
34.) → Professional market screener
35.) → Company activity reports archive
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37.) → Passive investing encyclopedia
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40.) → CFA research publications
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The rich don't hoard information. They just don't tell you where it is.
Save it, follow
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Not investment advice.
@Liyana_Coder
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You want to know what frustrates the hell out of me?
Putting your heart, your art, your time, and your own money into building things you believe in… then watching so much of that work disappear into silence.
And yeah, some days that shit gets to me.
Did I bring books, reading badges, Discord, crypto, and NFTs together into one connected library? 📚
I fucking did.
Did it get much attention?
Nahh.
Did I build an entire browser-based world with its own points economy? A world where you can turn your NFT into a character with a click, rigged, animated, and ready to step into Universe?
I did.
Much noise about that?
Nahh.
Am I building RAAP to give NFTs persistent identity, memory, and history? So an asset can carry something meaningful forward when it passes to a buyer or someone in your family?
Yes. Because I believe these things can become more than pictures sitting in a wallet.
Does that work get the attention I feel it deserves?
Nahh.
I draw the fucking art. I develop the applications. I write the books. I work through the problems.
Six applications that communicate with each other. Two gaming platforms with multiple games. An NFT overlay builder with AI. A stickers and GIFs hub.
Do you understand how much work goes into making all of that actually function together?
The hours spent fixing something nobody will ever notice, because when it finally works, it’s supposed to feel easy.
Then there’s the Discord bot. More than 30 features. A subscription service. An economy tracked on a ledger. Tools to help keep a community engaged when its owner needs to step away and live their damn life.
Built it.
Still feels like shouting into an empty room sometimes.
And Antthony? Our smart ass AI whose dream is to become a stand-up comic? 😂
He lives across our apps. He’ll help you, roast your gameplay, and talk shit when you deserve it. He even has a comedy club inside Universe, where you can sit down with your character and watch his avatar perform.
I care enough about this world to give the fucking AI a dream of his own.
That’s how deep this goes for me.
And I’m still building a marketplace. Still working on an NFT insurance protocol and other projects. Still writing Book 2 for the library. Still preparing two more collections under our umbrella. ☂️
So yeah, I get angry.
Because I know what I’m putting into this. I know how much of myself is in every drawing, every feature, every chapter, and every problem I refuse to leave broken.
Sometimes I want to scream: what the fuck else do I have to build for people to pay attention?
But I also need to correct myself when I say “nobody cares.”
Because some of you do.
You show up. You read. You play. You test things. You tell me what’s broken and give me a reason to make it better.
You matter too damn much for me to erase you just because I’m frustrated with the silence around us. 🖤
I want this to reach more people. Of course I fucking do. I’ve poured too much love into it to pretend otherwise.
And I’m going to keep building because I love doing it, and because the people already here deserve to see how far we can take this.
More to come in 2027.
The plans are in. I’ve got work to do. 🐜
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Leopold Aschenbrenner’s complete Q2 performance before his newest trades release Monday
Top tier:
• SanDisk $SNDK: -62%
• Micron $MU: -34%
Second tier:
• Bloom Energy $BE: -38%
• Taiwan Semiconductor $TSM: -18%
• Nebius $NBIS: -59%
Third tier:
• CoreWeave $CRWV: -49%
• Core Scientific $CORZ: -45%
• STMicroelectronics $STM: -39%
• Applied Digital $APLD: -49%
• Riot Platforms $RIOT: -37%
• SharonAI $SHAZ: -74%
• IREN $IREN: -61%
Smaller positions:
• T1 Energy $TE: -82%
• WhiteFiber $WYFI: -76%
• Babcock & Wilcox $BW: -69%
• Keel Infrastructure $KEEL: -69%
• Bitdeer $BTDR: -66%
• HIVE Digital $HIVE: -58%
• CleanSpark $CLSK: -56%
• Cerebras $CBRS: -53%
• Vishay $VSH: -52%
• ProPetro $PUMP: -49%
• Solaris Energy $SEI: -23%
Options:
• Bloom Energy $BE [Calls]: $44,100,000
• Taiwan Semiconductor $TSM [Calls]: $23,900,000
• Infosys $INFY [Puts]: $5,200,000
Summary: Every common stock position is red. His entire portfolio is down 46.8% from Q2 release to present day. His newest trades release Monday, November 16th, showing what he owned on September 30th, after he sold most of this to Citadel in late July
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how to become a latency sniper on Polymarket. people make ~$500 a day on this in BTC 5m markets.
here's a step-by-step guide
it turned out simpler than i thought: grab the old price after a BTC jump and buy the other side when the market flips
his game plan:
1. every 5 minutes a new market opens: will BTC be higher or lower in 5 minutes
2. the market moves on the BTC price from Chainlink. Chainlink collects the price from exchanges, averages it and feeds it to Polymarket
3. the early move shows up on Binance, and that's the signal to get in. BTC moves hard one way within 15-30 seconds, Polymarket still has the old price, and he buys that side right away
4. if BTC turns back, the other side gets cheaper. he buys it too, so the UP + DOWN pair costs him less than $1
5. he holds everything until the market ends or merges the pair back into $1. he never sells
where does the money come from?
about 70% comes from entries after a price jump. other buyers at the same price and the same time left lose ~3% on average after fees, he makes +10%
the other ~30% comes from pairs. UP + DOWN cost him 91¢ on average, and at resolve he gets $1
why does this even work?
say there are 3 minutes left. BTC is flat and UP trades at 50¢. then BTC jumps up on Binance. on Polymarket sellers keep their orders at 50-55¢ for a bit longer, and he takes them.
in 6 out of 10 markets he holds UP until the end.
if BTC pulls back, DOWN drops to like 35¢ and he buys it. now he's got a pair for ~88¢, and at resolve he gets $1 whatever happens.
his trades are small, ~$6 on average, because he's not the only one sniping
here's his profile:
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SHOWTIME TIMBERWOLVES 🍿
JMac between-the-legs pass.
LaMelo lefty dime.
Kuminga triple.
The
@Timberwolves won their fifth straight!