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Neural networks don't predict the future. Train one on 10,000 dice rolls, it predicts 3.5. A number no die rolls. This is the exact math hedge funds use on markets. Roan just published the framework with full PyTorch code. Bookmark & read tonight, no matter what. Article below.

Phosphen

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180,323 просмотров • 4 месяцев назад •via X (Twitter)

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This 1956 Bell Labs paper is the foundation of every $1B hedge fund. A blackjack player used it to make $800,000,000. Renaissance, Citadel & Jane Street still run on it. 10 pages. The single most useful research paper you can find in open access. Bookmark & read tonight.

This 1956 Bell Labs paper is the foundation of every $1B hedge fund. A blackjack player used it to make $800,000,000. Renaissance, Citadel & Jane Street still run on it. 10 pages. The single most useful research paper you can find in open access. Bookmark & read tonight.

Phosphen

371,142 просмотров • 4 месяцев назад

The most boring bot on Polymarket is the most reliable one. It's a sweeper. It doesn't predict anything. But it prints me ~$11k /month PASSSIVELY. My public wallet: < It waits until the outcome is ALREADY decided, then buys a sure thing for less than a dollar. Here's the whole idea: When BTC has clearly closed above the line with seconds left, that share is worth $1. But someone's still selling it at 99c. You buy it. You redeem it at a dollar. The gap is yours. No forecast. No coin flip. Just collecting a cent someone left on the table, hundreds of times a day. That's why it runs on crypto markets, the outcomes resolve fast and clean. Full build + code in the article below. Thank me later.

The most boring bot on Polymarket is the most reliable one. It's a sweeper. It doesn't predict anything. But it prints me ~$11k /month PASSSIVELY. My public wallet: < It waits until the outcome is ALREADY decided, then buys a sure thing for less than a dollar. Here's the whole idea: When BTC has clearly closed above the line with seconds left, that share is worth $1. But someone's still selling it at 99c. You buy it. You redeem it at a dollar. The gap is yours. No forecast. No coin flip. Just collecting a cent someone left on the table, hundreds of times a day. That's why it runs on crypto markets, the outcomes resolve fast and clean. Full build + code in the article below. Thank me later.

Punisher

16,000 просмотров • 1 месяц назад

this is f**king dangerous someone figured out how to make Opus 4.8 run on Fable 5's brain with one prompt access to the best model is never guaranteed. It disappeared once already this year. but you can use it forever. here's how: 1. ask Fable 5: "write the operating manual your replacement will run on" (procedures, failure modes, a 5-question self-test) 2. save the output as one .md file and drop it into a new Claude Project as the project instructions 3. switch to Opus 4.8 and now your everyday model runs off the smart one's method, no top-tier price save and bookmark this no matter what full extraction prompt is in the article below: ↓

this is f**king dangerous someone figured out how to make Opus 4.8 run on Fable 5's brain with one prompt access to the best model is never guaranteed. It disappeared once already this year. but you can use it forever. here's how: 1. ask Fable 5: "write the operating manual your replacement will run on" (procedures, failure modes, a 5-question self-test) 2. save the output as one .md file and drop it into a new Claude Project as the project instructions 3. switch to Opus 4.8 and now your everyday model runs off the smart one's method, no top-tier price save and bookmark this no matter what full extraction prompt is in the article below: ↓

Hamza Khalid

32,581 просмотров • 2 месяцев назад

ANTHROPIC ENGINEER JUST SHOWS EXACTLY WHAT GRAPH ENGINEERING LOOKS LIKE WHEN A TASK RUNS THROUGH IT most people arguing about graphs online have never actually watched one execute Task → Researcher → Planner → Writer + Code Agent → Reviewer → Deploy six nodes, one shared state, graph completes itself while you watch loop mode gets disabled the second the task splits into real specialties, one agent stops trying to do everything at once reviewer catches a failure, kicks it straight back to the exact node that broke - not a full restart, no lost context the graph is not a fancier loop - it is the org chart your agents were missing bookmark this and watch it run, then read the article below to see why the timeline just found what production systems already do

ANTHROPIC ENGINEER JUST SHOWS EXACTLY WHAT GRAPH ENGINEERING LOOKS LIKE WHEN A TASK RUNS THROUGH IT most people arguing about graphs online have never actually watched one execute Task → Researcher → Planner → Writer + Code Agent → Reviewer → Deploy six nodes, one shared state, graph completes itself while you watch loop mode gets disabled the second the task splits into real specialties, one agent stops trying to do everything at once reviewer catches a failure, kicks it straight back to the exact node that broke - not a full restart, no lost context the graph is not a fancier loop - it is the org chart your agents were missing bookmark this and watch it run, then read the article below to see why the timeline just found what production systems already do

leopardracer

53,328 просмотров • 2 месяцев назад

This trader turned $130 into $33,000 on Polymarket using a simple script it doesn't read news, check polls or predict anything just buys contracts under 1c that everyone thinks are dead wrong 94% of the time -> one hit = 99x, one win covers 98 losses His wins: $1,191 -> $11,990 $11 -> $2,587 $133 -> $1,791 The inefficiency: markets priced at 99c/1c pull back to 50c far more often than the price implies I found 8 wallets doing this -> $550K combined fed 400M trades into Claude, built the bot full code inside copy his trades with ARES: bookmark this before the code gets taken down

This trader turned $130 into $33,000 on Polymarket using a simple script it doesn't read news, check polls or predict anything just buys contracts under 1c that everyone thinks are dead wrong 94% of the time -> one hit = 99x, one win covers 98 losses His wins: $1,191 -> $11,990 $11 -> $2,587 $133 -> $1,791 The inefficiency: markets priced at 99c/1c pull back to 50c far more often than the price implies I found 8 wallets doing this -> $550K combined fed 400M trades into Claude, built the bot full code inside copy his trades with ARES: bookmark this before the code gets taken down

Paone

13,768 просмотров • 5 месяцев назад

CHINA JUST DEPLOYED A ROBOT THAT LOOKS LIKE A TIRE AND ROLLS NEXT TO COPS ON PATROL. NO LEGS. NO WHEELS. JUST A SPHERE. It rolls down the sidewalk like a runaway truck tire. Except it's covered in cameras, sensors, and it knows exactly where it's going. People stop and stare. It doesn't care. It just keeps rolling. At a tech expo it rolled across the showroom floor while people backed away from it. On city streets it rolled alongside police officers like a K-9 unit made of rubber and AI. No legs to break. No wheels to get stuck. No joints to maintain. Just a ball with treads that goes anywhere. Stairs? It rolls over them. Rough terrain? It grips and climbs. Rain, mud, gravel? Doesn't matter. The entire surface is the wheel. Boston Dynamics' Spot costs $75,000 and walks on four legs that need constant calibration. A human patrol officer costs $50,000-$70,000 a year in salary alone. This sphere rolls 24/7, doesn't take breaks, doesn't call in sick, and has no joints to replace. That's when it clicks. Every robotics company spent years trying to make robots walk. Billions went into teaching machines to balance on two legs. China looked at the problem and said "what if it just rolled?" The most advanced mobility solution turned out to be the oldest shape in existence. A ball. Would you feel safe with this rolling behind you?

CHINA JUST DEPLOYED A ROBOT THAT LOOKS LIKE A TIRE AND ROLLS NEXT TO COPS ON PATROL. NO LEGS. NO WHEELS. JUST A SPHERE. It rolls down the sidewalk like a runaway truck tire. Except it's covered in cameras, sensors, and it knows exactly where it's going. People stop and stare. It doesn't care. It just keeps rolling. At a tech expo it rolled across the showroom floor while people backed away from it. On city streets it rolled alongside police officers like a K-9 unit made of rubber and AI. No legs to break. No wheels to get stuck. No joints to maintain. Just a ball with treads that goes anywhere. Stairs? It rolls over them. Rough terrain? It grips and climbs. Rain, mud, gravel? Doesn't matter. The entire surface is the wheel. Boston Dynamics' Spot costs $75,000 and walks on four legs that need constant calibration. A human patrol officer costs $50,000-$70,000 a year in salary alone. This sphere rolls 24/7, doesn't take breaks, doesn't call in sick, and has no joints to replace. That's when it clicks. Every robotics company spent years trying to make robots walk. Billions went into teaching machines to balance on two legs. China looked at the problem and said "what if it just rolled?" The most advanced mobility solution turned out to be the oldest shape in existence. A ball. Would you feel safe with this rolling behind you?

Framez

20,566 просмотров • 1 месяц назад

This trader has won 148 predictions in a row on Polymarket He only bets on No and always win Here's the cold math behind his $275k profit 148 closed positions. Every single one: Won His secret? He doesn't predict the future The math that makes this work: EV = P(No) × Payout − Cost When the market says 95¢, it implies 95% confidence You should try copy-trade him even with $10 using Kreo: He just identifies what the market is overestimating His strategy: • Find extreme price targets the crowd thinks are possible • Buy "No" when the odds reach 88-98¢ • Collect the premium like an insurance company He doesn't care about the asset He cares about the mispricing

This trader has won 148 predictions in a row on Polymarket He only bets on No and always win Here's the cold math behind his $275k profit 148 closed positions. Every single one: Won His secret? He doesn't predict the future The math that makes this work: EV = P(No) × Payout − Cost When the market says 95¢, it implies 95% confidence You should try copy-trade him even with $10 using Kreo: He just identifies what the market is overestimating His strategy: • Find extreme price targets the crowd thinks are possible • Buy "No" when the odds reach 88-98¢ • Collect the premium like an insurance company He doesn't care about the asset He cares about the mispricing

Ricker

198,737 просмотров • 6 месяцев назад

212,000 people stopped scrolling for a staircase. that's not luck. that's what happens when the visual is right. real estate has always sold on emotion. the problem was getting the visual in front of enough people. AI just solved that part. one scan. one video. organic reach to thousands of buyers. no agency. no crew. no $2,000 shoot. the full breakdown is in the article below.

212,000 people stopped scrolling for a staircase. that's not luck. that's what happens when the visual is right. real estate has always sold on emotion. the problem was getting the visual in front of enough people. AI just solved that part. one scan. one video. organic reach to thousands of buyers. no agency. no crew. no $2,000 shoot. the full breakdown is in the article below.

Dep

16,740 просмотров • 4 месяцев назад

"You Dropped a Bomb on Me" (Aug 1982) is synth funk with that falling bomb whistle and timpani rolls. It reached No. 2 R&B and No. 31 Hot 100. Do you remember this group or the song?

"You Dropped a Bomb on Me" (Aug 1982) is synth funk with that falling bomb whistle and timpani rolls. It reached No. 2 R&B and No. 31 Hot 100. Do you remember this group or the song?

🇺🇸Hot Pepper

13,285 просмотров • 7 месяцев назад

A wallet called yamal19 - created TODAY - just dropped $1.6M on Spain to win the World Cup. one bet. no hedge. 🇪🇸 Spain to win it all - $1.6M @ 59¢ fresh account. hours old. exactly ONE prediction in its history - 2.7M shares on Spain lifting the trophy tonight. a fan? almost certainly. but you spin up a wallet the day of the final, name it yamal19, and send $1.6M on Spain with zero hedge... the timeline's going to run with that 👀 whoever's behind it isn't here to hedge. they're here to watch Spain win 🇪🇸

A wallet called yamal19 - created TODAY - just dropped $1.6M on Spain to win the World Cup. one bet. no hedge. 🇪🇸 Spain to win it all - $1.6M @ 59¢ fresh account. hours old. exactly ONE prediction in its history - 2.7M shares on Spain lifting the trophy tonight. a fan? almost certainly. but you spin up a wallet the day of the final, name it yamal19, and send $1.6M on Spain with zero hedge... the timeline's going to run with that 👀 whoever's behind it isn't here to hedge. they're here to watch Spain win 🇪🇸

Polykinder

650,979 просмотров • 2 месяцев назад

Is it the game devs that don't know how to use unreal engine 5, or the engine is just unfixable with its temporal smears? this is "epic" preset with ray tracing on and no upscaling.

Is it the game devs that don't know how to use unreal engine 5, or the engine is just unfixable with its temporal smears? this is "epic" preset with ray tracing on and no upscaling.

xPaw

166,456 просмотров • 1 год назад

You can make $600K. With a bot that earns $83 every hour, 24/7, no days off, 365 days straight. By buying both sides of the same match on Polymarket and locking profit before the game even starts. > The bot buys YES and NO simultaneously on sports markets. > When combined price is below $1 - profit is locked instantly. > 7,877 trades. > $619K in 12 months. Check the wallet here: I reverse-engineered every trade and rebuilt the full logic in Claude Opus 4.6. The strategy, the math, both arb types, the exact 5-step bot architecture - all in the article. Feed it to your OpenClaw, let it spec the bot for Claude Opus 4.6, and you are set.

You can make $600K. With a bot that earns $83 every hour, 24/7, no days off, 365 days straight. By buying both sides of the same match on Polymarket and locking profit before the game even starts. > The bot buys YES and NO simultaneously on sports markets. > When combined price is below $1 - profit is locked instantly. > 7,877 trades. > $619K in 12 months. Check the wallet here: I reverse-engineered every trade and rebuilt the full logic in Claude Opus 4.6. The strategy, the math, both arb types, the exact 5-step bot architecture - all in the article. Feed it to your OpenClaw, let it spec the bot for Claude Opus 4.6, and you are set.

may.crypto {🦅}

999,590 просмотров • 7 месяцев назад

the secret? there isn't one, it's just consistency. showing up on the days you don't feel like it is the whole game. no hacks, no shortcuts, just reps 😊 wearing @buffbunnycollection and you can use code miranda to save 10% off feeling like a hot girl in & out of the gym 😇 #consistency #fitnessmotivation #mindset #noshortcuts #grwm

the secret? there isn't one, it's just consistency. showing up on the days you don't feel like it is the whole game. no hacks, no shortcuts, just reps 😊 wearing @buffbunnycollection and you can use code miranda to save 10% off feeling like a hot girl in & out of the gym 😇 #consistency #fitnessmotivation #mindset #noshortcuts #grwm

Miranda Cohen

17,659 просмотров • 2 месяцев назад

MOST PEOPLE WHO BUILD WEBSITES USE CLAUDE CODE THE WRONG WAY A few people train it properly and get the bottom one. The difference is not the model. It is the skills you feed it. Regular Claude without web-design systems produces clean but average product pages. The same Claude, loaded with the right skills, starts delivering sites that look like they cost $5,000. Those skills are free right now. They live on GitHub. The exact names sit in the article below. One set of prompts. One trained workflow. Suddenly every luxury brand page you build stops looking like a template and starts looking like money.

Romario

297,067 просмотров • 1 месяц назад

i do $200k+/day with my ecom brand... all thanks to AI UGC ads just like the one below i just put together a full course/guide on AI UGC. it goes over: - where to pull proven angles - the exact rewrite prompt - building avatars that don't look ai - matching the voice to the room - the full build, step by step - what to check before you generate - how to read ctr against hold rate - the weekly rhythm i run - and much, much more (go read it. i literally leaked EVERYTHING lol)

CEO

15,735 просмотров • 22 дней назад

this trader is not guessing btc he’s just farming 5 minute markets with the “4 minute rule” if price moves in one direction for the first 4 minutes he takes the continuation on minute 5 i copy him with Coinpilot that’s it: no magic, no market feel, just systematic momentum trading 406 predictions +$55,896 biggest win $14.4k his history shows the same thing over and over a string of big wins specifically on 5 minute bitcoin up or down markets while most people are trying to predict every candle traders like this just keep taking the same repeatable pattern again and again

this trader is not guessing btc he’s just farming 5 minute markets with the “4 minute rule” if price moves in one direction for the first 4 minutes he takes the continuation on minute 5 i copy him with Coinpilot that’s it: no magic, no market feel, just systematic momentum trading 406 predictions +$55,896 biggest win $14.4k his history shows the same thing over and over a string of big wins specifically on 5 minute bitcoin up or down markets while most people are trying to predict every candle traders like this just keep taking the same repeatable pattern again and again

0xbobaa

22,905 просмотров • 6 месяцев назад

This girl doesn't exist. No actress. No camera. No filming day. Just an AI avatar built from a handful of prompts, and a team of Grok 4.7 bots doing the rest: → one finds what's already going viral → one turns it into a concept for the app → one creates the content with the same face every time → one schedules it all in Postiz, 2 posts a day One post from this exact system hit 7.5M views. The full workflow, prompts included, is below 👇

roman

37,232 просмотров • 6 дней назад

COPY is live on Robinhood Chain $COPY CA: 0xac79255f6f404eba14f316e8669d76573a2d7b1e Five walls read a setup before you copy it: how strong the source is, how deep the pool is, whether the market actually turns over, whether the move is still inside the band, and whether there is a fresh mark to trade against. EDGE, DEPTH, TURN, MOMO, PRICE. A wallet you follow buying is not a reason. Most setups die on the first wall, and you get the exact wall that refused it, every time. Every decision is printed. The terminal runs from one process, keeps local state, and half of it needs no key at all. It never predicts a price. It tells you what you would actually be copying. Open source, MIT, runs on your machine. No browser wallet, nothing signs.

COPY is live on Robinhood Chain $COPY CA: 0xac79255f6f404eba14f316e8669d76573a2d7b1e Five walls read a setup before you copy it: how strong the source is, how deep the pool is, whether the market actually turns over, whether the move is still inside the band, and whether there is a fresh mark to trade against. EDGE, DEPTH, TURN, MOMO, PRICE. A wallet you follow buying is not a reason. Most setups die on the first wall, and you get the exact wall that refused it, every time. Every decision is printed. The terminal runs from one process, keeps local state, and half of it needs no key at all. It never predicts a price. It tells you what you would actually be copying. Open source, MIT, runs on your machine. No browser wallet, nothing signs.

Lunar

113,457 просмотров • 21 дней назад

Client: I have a $20k budget for a website This guy opens Claude Code Builds full website with one slash command The client got shocked He has no idea what happened This is kind of websites you can build nowadays just with theclaudekit. com/ (link in comment) full guide below

Client: I have a $20k budget for a website This guy opens Claude Code Builds full website with one slash command The client got shocked He has no idea what happened This is kind of websites you can build nowadays just with theclaudekit. com/ (link in comment) full guide below

Hamza Khalid

53,878 просмотров • 3 месяцев назад