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Just a fish… doing cardio… questioning life… 🫧🫧 Move move fish before the overthinking hits 😭🐟 📣 Our $1200 USDT giveaway event starts on 5/26 0:00 UTC!! Don’t just swim in circles, swim for the win 🫧 🐙🐙🐙 🐠🐠🐠

MoveMoveFish

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11,838 views • 1 year ago •via X (Twitter)

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🐡 𝗡𝗘𝗪 𝗟𝗜𝗦𝗧𝗜𝗡𝗚 🫧🫧🫧🫧 $PUFFER (Puffer Finance) just puffed up on Spot! 🟢 ⛓️ Puffer Finance 🐡 is partnering with Ourbit to give away $10K in token rewards! 𝗪𝗔𝗡𝗧 𝗜𝗡? Caption the meme below with witty insights about Puffer UniFi's (Puffer UniFi 🐡⛓️) rollup, and tag 2 pals who love a good chuckle 🧑‍🤝‍🧑 🐡 The top 20 captions will win $500 in $PUFFER each 🐡 Event period: 14:00, October 14 - 00:00, October 22 (UTC) Pufferfishes, 𝗦𝗪𝗜𝗠 𝗙𝗔𝗦𝗧. Stitching Ethereum's fabric with rollups? Count us in! 💪

🐡 𝗡𝗘𝗪 𝗟𝗜𝗦𝗧𝗜𝗡𝗚 🫧🫧🫧🫧 $PUFFER (Puffer Finance) just puffed up on Spot! 🟢 ⛓️ Puffer Finance 🐡 is partnering with Ourbit to give away $10K in token rewards! 𝗪𝗔𝗡𝗧 𝗜𝗡? Caption the meme below with witty insights about Puffer UniFi's (Puffer UniFi 🐡⛓️) rollup, and tag 2 pals who love a good chuckle 🧑‍🤝‍🧑 🐡 The top 20 captions will win $500 in $PUFFER each 🐡 Event period: 14:00, October 14 - 00:00, October 22 (UTC) Pufferfishes, 𝗦𝗪𝗜𝗠 𝗙𝗔𝗦𝗧. Stitching Ethereum's fabric with rollups? Count us in! 💪

Ourbit

42,643 views • 1 year ago

GKOI New Year’s X Giveaway! ✨You're invited to the pre-launch of GKOI: New Worlds, New Powers. We’re on a mission to transform Web3 by blending art, storytelling, and community-driven experiences. Read the rules below and follow The Art of KOI for a chance to win an Azuki Beanz NFT. ⛩️GKOI is creating an open, decentralized universe filled with magical, immersive experiences designed to expand both your mind and senses and our NFTs will serve as your gateway to this extraordinary world. Inspired by the Japanese Legend of the Koi, each of our NFTs carry special powers crafted to inspire you in the real world and energize you in the digital realms. Set to launch in February 2025, our first release is a timeless collection of 10,000 Golden Koi, each created in the digital Japanese woodblock styleand minted on the Ethereum blockchain as ERC721a tokens. 🔥The Giveaway🔥 In the lead-up to our launch, as a tribute to Azuki, who has inspired us on our journey, we’re giving away Beanz #8008 (The Red Bean) to one lucky traveler who joins our community before the end of the year. Additionally, two runner-ups will receive ETH prizes, and five more winners will secure a spot on our GKOI whitelist. How to Enter To qualify for the giveaway, you must: 1️⃣ Follow The Art of KOI on X 2️⃣ Like and repost this pinned post 3️⃣ Comment on this post and tag 2 friends Prizes 🏆 Grand Prize: Azuki Beanz NFT #8008 🥇 1st Runner-Up 0.2 ETH 🥈 2nd Runner-Up 0.1 ETH 🥉 5 spots on our whitelist Giveaway Timeline ⏰ Starts: Today Dec 21st ⏰ Ends: Dec 31st 2024 📢 Winners will be announced on January 1st 2025 right here on X! Winners will be chosen at random using The X Picker to ensure transparency. Important Rules 1️⃣Only entries from accounts with a profile picture, a bio, and at least 100 posts and followers will be considered valid. 2️⃣Bots and spam accounts will not be eligible to participate. 3️⃣Winners will have 5 days to DM us their wallet address to claim their prizes after which we will run the draw again. 🔥More Chances to Win Don’t worry if you don’t win this time—the Legend is just beginning! Over the next two months, leading up to our mint, we’ll have even more giveaways and prizes. Follow The Art of KOI and join the GKOI community—your gateway to a world of powers, prizes, and adventure! #gkoi #nft #giveaway #digitalart #metaverse

GKOI

402,649 views • 1 year ago

A PACK OF ROBOT DOGS JUST RAN A GROUP MOBILITY TEST THROUGH MUD AND STANDING WATER. Black quadrupeds, marked G01, tactical operators in black gear crouched around one on a wet, overcast field before the run starts. Then the label hits: RECON UNIT MOBILITY TEST — GROUP RUN. Several units take off together across churned mud and puddles. They don’t break formation. No slipping, no falling behind, no unit losing its footing on the uneven ground. This isn’t a single robot proving it can walk. It’s a coordinated group run — the kind of test that matters for scouting terrain a human patrol would move through slower and louder. The honest catch: bulkier, more armored builds than consumer platforms like Unitree’s Go1 usually mean less speed and battery life traded for durability. This isn’t a sprinting demo, it’s a ruggedness one. Ten years ago “robot dog” meant a single unit trotting across a clean lab floor. This is a pack of them holding formation through mud a human squad would curse at. Would a mud field even slow one of these down?

A PACK OF ROBOT DOGS JUST RAN A GROUP MOBILITY TEST THROUGH MUD AND STANDING WATER. Black quadrupeds, marked G01, tactical operators in black gear crouched around one on a wet, overcast field before the run starts. Then the label hits: RECON UNIT MOBILITY TEST — GROUP RUN. Several units take off together across churned mud and puddles. They don’t break formation. No slipping, no falling behind, no unit losing its footing on the uneven ground. This isn’t a single robot proving it can walk. It’s a coordinated group run — the kind of test that matters for scouting terrain a human patrol would move through slower and louder. The honest catch: bulkier, more armored builds than consumer platforms like Unitree’s Go1 usually mean less speed and battery life traded for durability. This isn’t a sprinting demo, it’s a ruggedness one. Ten years ago “robot dog” meant a single unit trotting across a clean lab floor. This is a pack of them holding formation through mud a human squad would curse at. Would a mud field even slow one of these down?

DN_DEGEN

57,906 views • 11 days ago

🚨Jamie Carragher on Bruno Guimarães’ £75m move from Newcastle to Arsenal: I’ve got no problem with Bruno Guimarães as a Premier League player. He’s solid, he’s got energy, he can dictate a midfield on a good day. But let’s not pretend this is some transformative signing for Arsenal. They’re handing Newcastle £75 million for a 28-year-old who has never lifted a major trophy and has never been the difference-maker at the absolute highest level. That’s not elite business. That’s Arsenal doing what Arsenal do — overthinking, overpaying, and stacking another ‘good’ player on top of a midfield that already has depth instead of solving the real problems. And the irony is beautiful, isn’t it? Remember when Bruno literally laughed at Arsenal’s interest in that Newcastle unveiling video? He sat there smirking while the whole thing was filmed. Now the same club is transferring £75m of their own money straight into Newcastle’s bank account for him. That’s not a transfer. That’s poetic justice. Newcastle win twice: they get the cash and they get the last laugh. This doesn’t elevate Arsenal. It just adds another body. Classic Arsenal. They already have enough midfielders who can control games against mid-table sides. What they still don’t have is that proven winner who flips the biggest matches. Guimarães is very good. He’s not that player. And at that price, with that age profile, it’s a soft, expensive way of papering over the cracks instead of fixing them.”

Vfynn_🥷🏼 𐙚

452,110 views • 11 days ago

“More than that, we rejoice in our sufferings, knowing that suffering produces endurance, and endurance produces character, and character produces hope.” - Romans 5:3-4 Last week a story went viral that says a difficult life isn’t worth living. I want to offer a different perspective: The Hard Road Is The Point. There’s a growing lie baked into modern culture that life is supposed to be smooth. Convenient. Perfect. That if things are difficult, something’s gone wrong. That suffering is a malfunction, not a feature. So people spend their lives optimizing for comfort. Avoiding friction and inconvenience. Looking for the shortcut, the hack, the easier path. And they miss the whole point. The beauty of a life well-lived isn’t found despite the struggle - it’s forged inside it. Character doesn’t grow in comfort. It grows under pressure, strain, stress and adversity. Gratitude doesn’t come from ease. It comes from having walked through something hard and making it to the other side. The ancient understanding - the one we’ve traded for comfort - is that suffering carries meaning. That the valley isn’t a detour. It is the journey. Truth is, when you strip away the hard parts, you don’t get a better life. You get a shallow one. Because the rough road isn’t a sign you’re doing it wrong. It might be the surest sign you’re doing it right. My son Iron Will has Down syndrome. He spent his earliest months in a walker just to build the strength to stand. Every step was a fight. Every inchstone and milestone was hard won. And watching him work, really work, for things that come effortlessly to other kids didn’t break my heart. It expanded it. Because what I saw wasn’t limitation. I saw determination unencumbered by societal expectations. I saw joy that doesn’t depend on easy. I saw a little boy who gets up every single time, grins, and goes again on his own terms, at his own pace. My brave little son didn’t teach me about suffering. He taught me what it looks like to pursue life fully - without fear, without shortcuts, and without ever being told what he can’t do. When we decide a life will be too hard before it begins - based on the inherent limitations of our mortal understanding - we end a story before it ever has the chance to be written. We will never tell Iron Will, or any of our children, that the hard road isn’t worth it. Because the greatest stories ever told involve suffering that produces endurance that produces character that produces hope. And hope changes everything. #TeamIronWill #DownSyndromeAdvocacy #IronWill #SayYesToPossibility

“More than that, we rejoice in our sufferings, knowing that suffering produces endurance, and endurance produces character, and character produces hope.” - Romans 5:3-4 Last week a story went viral that says a difficult life isn’t worth living. I want to offer a different perspective: The Hard Road Is The Point. There’s a growing lie baked into modern culture that life is supposed to be smooth. Convenient. Perfect. That if things are difficult, something’s gone wrong. That suffering is a malfunction, not a feature. So people spend their lives optimizing for comfort. Avoiding friction and inconvenience. Looking for the shortcut, the hack, the easier path. And they miss the whole point. The beauty of a life well-lived isn’t found despite the struggle - it’s forged inside it. Character doesn’t grow in comfort. It grows under pressure, strain, stress and adversity. Gratitude doesn’t come from ease. It comes from having walked through something hard and making it to the other side. The ancient understanding - the one we’ve traded for comfort - is that suffering carries meaning. That the valley isn’t a detour. It is the journey. Truth is, when you strip away the hard parts, you don’t get a better life. You get a shallow one. Because the rough road isn’t a sign you’re doing it wrong. It might be the surest sign you’re doing it right. My son Iron Will has Down syndrome. He spent his earliest months in a walker just to build the strength to stand. Every step was a fight. Every inchstone and milestone was hard won. And watching him work, really work, for things that come effortlessly to other kids didn’t break my heart. It expanded it. Because what I saw wasn’t limitation. I saw determination unencumbered by societal expectations. I saw joy that doesn’t depend on easy. I saw a little boy who gets up every single time, grins, and goes again on his own terms, at his own pace. My brave little son didn’t teach me about suffering. He taught me what it looks like to pursue life fully - without fear, without shortcuts, and without ever being told what he can’t do. When we decide a life will be too hard before it begins - based on the inherent limitations of our mortal understanding - we end a story before it ever has the chance to be written. We will never tell Iron Will, or any of our children, that the hard road isn’t worth it. Because the greatest stories ever told involve suffering that produces endurance that produces character that produces hope. And hope changes everything. #TeamIronWill #DownSyndromeAdvocacy #IronWill #SayYesToPossibility

Andrew Daub

60,602 views • 2 months ago

An OpenAI engineer stopped me at a hackathon in Hayes Valley I had my terminal open on a table. Three panels. Live trades scrolling. He was walking past and froze. "That's not a demo. That's a live scoring engine. What model is that" I told him. Claude Opus 4.7. Four repos. $25 a month. He pulled up a chair without asking. "We benchmarked Opus 4.7 internally. It beat o3 on structured reasoning across every eval we ran. And you're telling me you're using it to trade" I told him it does more than trade. It reads 86 million trades and finds who wins and why. No fine-tuning. No prompting chains. Just raw context. He leaned back. "Show me the data source" I opened one link. 86 million trades. Every wallet. Every entry. Every exit. "You point Opus 4.7 at this and it reverse-engineers the strategy. It finds the wallets that win. Then it finds why they win. Then it copies the pattern" His team spent 14 months building something similar. 10 engineers. Custom infra. Still in staging. "The part that killed us was exit timing. Every model we trained nailed entries. But the best traders exit before the crowd. We never figured out the threshold" I told him my bot cuts at 85% of expected move. Or on a 3x volume spike. Whichever comes first. He stopped talking. "How did you find that" Opus 4.7 found it in poly_data. Top wallets exit before resolution 86% of the time. Losers hold to 58%. Exits are the entire game. I opened another tab. "Three commands. 500 markets. Opus scores them in 20 minutes" "That's our internal eval pipeline. Except it took us a year and you did it in a weekend with our competitor's model" My setup: Claude Opus 4.7 - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 214 trades. 74% win rate. +$9,400 in 19 days. Copytrade here: I showed him the article where I broke down every repo and every command. He read it twice. Then looked up. "You just published what we've been trying to ship for six months. Using the other team's model" He texted me the next day. "My manager found your thread. Delete it" Too late.

An OpenAI engineer stopped me at a hackathon in Hayes Valley I had my terminal open on a table. Three panels. Live trades scrolling. He was walking past and froze. "That's not a demo. That's a live scoring engine. What model is that" I told him. Claude Opus 4.7. Four repos. $25 a month. He pulled up a chair without asking. "We benchmarked Opus 4.7 internally. It beat o3 on structured reasoning across every eval we ran. And you're telling me you're using it to trade" I told him it does more than trade. It reads 86 million trades and finds who wins and why. No fine-tuning. No prompting chains. Just raw context. He leaned back. "Show me the data source" I opened one link. 86 million trades. Every wallet. Every entry. Every exit. "You point Opus 4.7 at this and it reverse-engineers the strategy. It finds the wallets that win. Then it finds why they win. Then it copies the pattern" His team spent 14 months building something similar. 10 engineers. Custom infra. Still in staging. "The part that killed us was exit timing. Every model we trained nailed entries. But the best traders exit before the crowd. We never figured out the threshold" I told him my bot cuts at 85% of expected move. Or on a 3x volume spike. Whichever comes first. He stopped talking. "How did you find that" Opus 4.7 found it in poly_data. Top wallets exit before resolution 86% of the time. Losers hold to 58%. Exits are the entire game. I opened another tab. "Three commands. 500 markets. Opus scores them in 20 minutes" "That's our internal eval pipeline. Except it took us a year and you did it in a weekend with our competitor's model" My setup: Claude Opus 4.7 - $20/mo VPS - $5/mo poly_data - free polymarket-cli - free 214 trades. 74% win rate. +$9,400 in 19 days. Copytrade here: I showed him the article where I broke down every repo and every command. He read it twice. Then looked up. "You just published what we've been trying to ship for six months. Using the other team's model" He texted me the next day. "My manager found your thread. Delete it" Too late.

Lunar

136,549 views • 4 months ago

I can attest that Seedance 2 in 4k is insane. It’s also expensive - $47 for this 15 second clip 😬 You can ask an LLM to edit this prompt for a different scenario. I asked for a girl at a U.S. high school in the early 2000s, taken with a flickery camcorder ⬇️ Prompt: Main subject: teenage American girl, high school student, natural everyday appearance, age-appropriate early-2000s outfit: layered fitted baby tee over a long-sleeve shirt, bootcut low-rise jeans, canvas sneakers, small backpack, simple choker necklace, hair in a messy ponytail with face-framing pieces and a few butterfly clips. Realistic skin texture, minimal makeup, warm and slightly shy personality. Maintain consistent identity, clothing, hairstyle, and appearance throughout the entire video. Location: Authentic American suburban public high school in the early 2000s during a calm school morning. Fluorescent-lit hallways, rows of metal lockers, bulletin boards with flyers, trophy cases, classroom doors, analog wall clocks, tiled floors, cafeteria tables, courtyard benches, yellow school buses outside, students passing in the background. No smartphones, AirPods, modern laptops, QR codes, smartboards, LED screens, or modern fashion. Visual Style: Ultra-realistic documentary realism. Genuine candid behavior. Natural body language. Unscripted slice-of-life feeling. Strong period authenticity. Rich real-world details and believable human motion. Camera Style: Early-2000s consumer DV camcorder aesthetic. Friend casually recording everyday school moments. Heavy handheld shake, imperfect framing, frequent autofocus hunting, lens breathing, exposure pumping under fluorescent lights and outdoor sun, occasional motion blur, mild digital compression artifacts, faded colors, soft contrast, slight sensor noise. No stabilization. No cinematic camera moves. No modern color grading. 00:00–00:02 Outside the school entrance. She steps off a yellow school bus, adjusts one backpack strap, and brushes hair out of her face. Morning light hits the sidewalk while the camera struggles to hold focus. 00:02–00:04 The camera follows her through a busy hallway lined with lockers. She stops at her locker, spins the combination dial, and pulls out a notebook. Framing drifts slightly off-center as students pass between her and the camera. 00:04–00:06 She notices a friend off-camera, smiles, and waves casually. Someone says “Hey!” from behind the camera. She laughs softly while the autofocus shifts between her face and the lockers. 00:06–00:08 In a classroom before the bell. She sits at a desk, doodles in the margin of a spiral notebook, and glances toward the window. Fluorescent lights flicker slightly. The camera zooms in awkwardly, then backs out. 00:08–00:10 At a cafeteria table with a tray, notebook, and juice box. She talks casually with friends just out of frame, occasionally tucking hair behind her ear. Loose handheld side angle with natural camera drift. 00:10–00:12 Outside in the school courtyard. She walks slowly across the quad holding textbooks against her chest. The bell rings in the distance. She notices the camera, gives a small genuine smile, then looks away. 00:12–00:15 Walking down the hallway after class. Lockers slam, sneakers squeak on tile, and students move around her. She turns back once, waves, and continues walking. Recording cuts abruptly to black mid-motion as if the camcorder was switched off. Audio: Natural ambient sound only — hallway chatter, locker doors closing, school bell, footsteps on tile, distant announcements over the PA system, cafeteria noise, buses idling outside, light wind in the courtyard. No music. No sound design. No narration. Goal: Authentic early-2000s American high school life captured like a forgotten home video — candid, imperfect, realistic, warm, nostalgic, and deeply believable.

I can attest that Seedance 2 in 4k is insane. It’s also expensive - $47 for this 15 second clip 😬 You can ask an LLM to edit this prompt for a different scenario. I asked for a girl at a U.S. high school in the early 2000s, taken with a flickery camcorder ⬇️ Prompt: Main subject: teenage American girl, high school student, natural everyday appearance, age-appropriate early-2000s outfit: layered fitted baby tee over a long-sleeve shirt, bootcut low-rise jeans, canvas sneakers, small backpack, simple choker necklace, hair in a messy ponytail with face-framing pieces and a few butterfly clips. Realistic skin texture, minimal makeup, warm and slightly shy personality. Maintain consistent identity, clothing, hairstyle, and appearance throughout the entire video. Location: Authentic American suburban public high school in the early 2000s during a calm school morning. Fluorescent-lit hallways, rows of metal lockers, bulletin boards with flyers, trophy cases, classroom doors, analog wall clocks, tiled floors, cafeteria tables, courtyard benches, yellow school buses outside, students passing in the background. No smartphones, AirPods, modern laptops, QR codes, smartboards, LED screens, or modern fashion. Visual Style: Ultra-realistic documentary realism. Genuine candid behavior. Natural body language. Unscripted slice-of-life feeling. Strong period authenticity. Rich real-world details and believable human motion. Camera Style: Early-2000s consumer DV camcorder aesthetic. Friend casually recording everyday school moments. Heavy handheld shake, imperfect framing, frequent autofocus hunting, lens breathing, exposure pumping under fluorescent lights and outdoor sun, occasional motion blur, mild digital compression artifacts, faded colors, soft contrast, slight sensor noise. No stabilization. No cinematic camera moves. No modern color grading. 00:00–00:02 Outside the school entrance. She steps off a yellow school bus, adjusts one backpack strap, and brushes hair out of her face. Morning light hits the sidewalk while the camera struggles to hold focus. 00:02–00:04 The camera follows her through a busy hallway lined with lockers. She stops at her locker, spins the combination dial, and pulls out a notebook. Framing drifts slightly off-center as students pass between her and the camera. 00:04–00:06 She notices a friend off-camera, smiles, and waves casually. Someone says “Hey!” from behind the camera. She laughs softly while the autofocus shifts between her face and the lockers. 00:06–00:08 In a classroom before the bell. She sits at a desk, doodles in the margin of a spiral notebook, and glances toward the window. Fluorescent lights flicker slightly. The camera zooms in awkwardly, then backs out. 00:08–00:10 At a cafeteria table with a tray, notebook, and juice box. She talks casually with friends just out of frame, occasionally tucking hair behind her ear. Loose handheld side angle with natural camera drift. 00:10–00:12 Outside in the school courtyard. She walks slowly across the quad holding textbooks against her chest. The bell rings in the distance. She notices the camera, gives a small genuine smile, then looks away. 00:12–00:15 Walking down the hallway after class. Lockers slam, sneakers squeak on tile, and students move around her. She turns back once, waves, and continues walking. Recording cuts abruptly to black mid-motion as if the camcorder was switched off. Audio: Natural ambient sound only — hallway chatter, locker doors closing, school bell, footsteps on tile, distant announcements over the PA system, cafeteria noise, buses idling outside, light wind in the courtyard. No music. No sound design. No narration. Goal: Authentic early-2000s American high school life captured like a forgotten home video — candid, imperfect, realistic, warm, nostalgic, and deeply believable.

Justine Moore

29,142 views • 1 month ago

Why does my cat stalk towards me as though I am prey? I only caught the tail end of this occurrence in the video, but about once a week I notice my cat (5 months) stalking towards me like this (she typically starts from much farther away and goes even slower). The weirdest part to me is that she only really does it towards me, not my husband. I’ve also seen her stalk prey before and she doesn’t usually continuously move in slow motion like this, she typically walks forward, pauses and assesses for a while, and then goes for the kill. Usually when she does this to me, she ends up snapping out of it due to movement or sound elsewhere, so she’s never pounced or anything - at most she jumps up next to me and then goes back to normal. I’m a new cat owner so this may be typical behavior, but it is so bizarre to me that this behavior seems reserved for me alone - not my husband, not our dog who she loves wrestling with (thanks reddit for clearing that up), and not the bugs she preys on. I was laughing in this video because she was cracking me up, but sometimes it genuinely freaks me out a bit, I feel like prey and I don’t like it 😶 I would love to hear any thoughts on the matter, if nothing else just enjoy this clip of my cat being an apex predator lol

Why does my cat stalk towards me as though I am prey? I only caught the tail end of this occurrence in the video, but about once a week I notice my cat (5 months) stalking towards me like this (she typically starts from much farther away and goes even slower). The weirdest part to me is that she only really does it towards me, not my husband. I’ve also seen her stalk prey before and she doesn’t usually continuously move in slow motion like this, she typically walks forward, pauses and assesses for a while, and then goes for the kill. Usually when she does this to me, she ends up snapping out of it due to movement or sound elsewhere, so she’s never pounced or anything - at most she jumps up next to me and then goes back to normal. I’m a new cat owner so this may be typical behavior, but it is so bizarre to me that this behavior seems reserved for me alone - not my husband, not our dog who she loves wrestling with (thanks reddit for clearing that up), and not the bugs she preys on. I was laughing in this video because she was cracking me up, but sometimes it genuinely freaks me out a bit, I feel like prey and I don’t like it 😶 I would love to hear any thoughts on the matter, if nothing else just enjoy this clip of my cat being an apex predator lol

We Assess Cats 🐾

81,163 views • 10 months ago

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling. "That's not a normal trading app. What's it actually running on" I told him. Claude Code. Four repos. $25 a month. He sat down without asking. "I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges" Not just edges. Wallets. 86 million trades. Every wallet. Every entry. Every exit. "You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them" He said it slowly. Like he was writing the threat model in his head. One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50. Claude scanned 14,000 wallets in 4 minutes. Returned 47. The top 20 made more than the bottom 13,000 combined. "That's not a stat. That's a hit list" Exactly. "And you didn't write the scoring function" Claude did. I just wired it into an if-statement. Then I showed him the second repo. Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes. Gap. Depth. Resolution window. 487 markets become 35 before a dollar moves. 93% killed before I even see them. A green fill landed on the screen. +$84. Copytrade wallet: He watched it hit. "How does it decide to actually enter" Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade. Consensus filter alone killed 40% of losing trades. "And the exits?" The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately. My bot cuts at 85% of expected move or on a 3x volume spike. "You built a whale copy bot that exits before the whales" Yeah. He put his espresso down. "How often does it trade" 10 a day on average. Most of them skipped before I look up from my coffee. My setup: Claude API - $20/mo VPS in Germany - $5/mo poly_data - free polymarket-cli - free Polymarket/agents - free $200 seed. 27 days ago. $14,300 now. Copytrade here: 271 trades. 74% win rate. Sharpe 2.47. I haven't touched it in 27 days. He stared at the screen for a long time. "This is literally what our red team simulates. Except you actually shipped it" He emailed me the next morning. "Any chance you'd take a call with our policy lead" I told him the article is the call. Read it twice. Too late to gatekeep.

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling. "That's not a normal trading app. What's it actually running on" I told him. Claude Code. Four repos. $25 a month. He sat down without asking. "I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges" Not just edges. Wallets. 86 million trades. Every wallet. Every entry. Every exit. "You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them" He said it slowly. Like he was writing the threat model in his head. One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50. Claude scanned 14,000 wallets in 4 minutes. Returned 47. The top 20 made more than the bottom 13,000 combined. "That's not a stat. That's a hit list" Exactly. "And you didn't write the scoring function" Claude did. I just wired it into an if-statement. Then I showed him the second repo. Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes. Gap. Depth. Resolution window. 487 markets become 35 before a dollar moves. 93% killed before I even see them. A green fill landed on the screen. +$84. Copytrade wallet: He watched it hit. "How does it decide to actually enter" Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade. Consensus filter alone killed 40% of losing trades. "And the exits?" The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately. My bot cuts at 85% of expected move or on a 3x volume spike. "You built a whale copy bot that exits before the whales" Yeah. He put his espresso down. "How often does it trade" 10 a day on average. Most of them skipped before I look up from my coffee. My setup: Claude API - $20/mo VPS in Germany - $5/mo poly_data - free polymarket-cli - free Polymarket/agents - free $200 seed. 27 days ago. $14,300 now. Copytrade here: 271 trades. 74% win rate. Sharpe 2.47. I haven't touched it in 27 days. He stared at the screen for a long time. "This is literally what our red team simulates. Except you actually shipped it" He emailed me the next morning. "Any chance you'd take a call with our policy lead" I told him the article is the call. Read it twice. Too late to gatekeep.

Lunar

990,693 views • 3 months ago

Another IG distribution update that you totally didn’t ask for. It’s been about 5 days since I started putting serious effort into content and paid ad distribution for JKIndex.io. The IG account went from around 7 followers to 40. Obviously still tiny numbers, but nearly 6x in five days. Instagram is one of the channels I specifically called out in my JK distribution thesis because collectors are already doing the exact thing JK Index is built around there. It also probably explains why this content hasn’t done nearly as well here on X. There just isn’t the same concentration of grading specific content and communities here that already exists on Instagram and Reddit. On IG, some people post guess the grade content. Others crack slabs and regrade cards. Others rip packs and ask what a potential hit could grade. > People watch > Call PSA 8, 9 or 10 in the comments > Debate over it > Sometimes return later for the grade reveal This is already an event. In a loose sense, it is already a market. It just doesn’t have a surface. 1⃣ There’s no lasting record of who actually knows how to grade. 2⃣ Hundreds of opinions never become a market price. 3⃣ The owner still has no way to protect themselves if the 10 they expected comes back a 9. That’s what Before the Slab is being built around. None of this behavior depends on JK Index existing. That’s what makes it interesting. Collectors are already doing it every day. Anyway, back to the numbers, because they at least give us something concrete. Over the latest IG reporting window, the JK Index IG had: > 29,238 views from 20,959 viewers > 99.5% of those views came from non followers > 373 interactions > 511 profile visits More importantly, since I refactored /preview a few days ago so people could play without creating an account, 262 unique guest sessions have landed on the page. 249 of them arrived with UTMs. Only 8 started a run and 5 completed one though. Regardless, finally reaching the audience I thought I could reach. Now the problem of moving them from watching someone guess a grade on Instagram to making the call themselves on JK Index. The GTM agency I hired also started this week, so I’m excited to see what we learn and whether we can actually move those numbers. Anyway, I’ll probably force another one of these updates onto your feed next week. Good day.

Grooovy

78,951 views • 11 days ago

If anyone tells you that you need to cut out carbs to lose weight… Run and never listen to anything that person says again ⁠⁠ I’ve gotten to single digit body fat numerous times while eating 2-4 slices of sourdough bread and 1-2 bagels every day every prep Here’s how I do it and how my clients do it too:⁠ ⁠ -We either track macros or build a meal plan around their lifestyle and schedule⁠ ⁠ -We build meals around foods we enjoy⁠ If I make you eat fish and broccoli, and you fucking hate fish and broccoli…I’m setting you up for failure right off the get go. Would never make any client eat something they despise when there are so many good, clean foods out there to eat to get us the results we’re after ⁠ -We stay in a slight calorie deficit without starving ourselves⁠ -IF our schedule allows it, we always try to move more or increase cardio before dropping food to keep food as high as possible for as long as possible More food = more fuel = better training sessions = helps preserve and or build muscle = better metabolism long term ⁠ - We train hard, lift heavy as fuck, and stay consistent because we’re not burned out or miserable with our food⁠ ⁠ Bread or carbs didn’t make you fat and DOES NOT make you fat ⁠ Being inconsistent and over eating is what did ⁠ If you keep jumping from diet to diet, cutting more and more food to “get results”…⁠ ⁠ You’ll never stay lean ⁠ Because you’ll never stick with it long enough for it to work because you’ll feel like death from not eating enough ⁠ But when you learn how to lose fat the right way with structure, flexibility, and a plan that fits your life…⁠ ⁠ You stop starting over and hating the process while getting lean eating the foods you actually enjoy eating On top of looking AND feeling better There’s a right way and there’s a wrong way If you wanna see how it’s done the right way, shoot me a message and I’ll show you how my team can help you as well

If anyone tells you that you need to cut out carbs to lose weight… Run and never listen to anything that person says again ⁠⁠ I’ve gotten to single digit body fat numerous times while eating 2-4 slices of sourdough bread and 1-2 bagels every day every prep Here’s how I do it and how my clients do it too:⁠ ⁠ -We either track macros or build a meal plan around their lifestyle and schedule⁠ ⁠ -We build meals around foods we enjoy⁠ If I make you eat fish and broccoli, and you fucking hate fish and broccoli…I’m setting you up for failure right off the get go. Would never make any client eat something they despise when there are so many good, clean foods out there to eat to get us the results we’re after ⁠ -We stay in a slight calorie deficit without starving ourselves⁠ -IF our schedule allows it, we always try to move more or increase cardio before dropping food to keep food as high as possible for as long as possible More food = more fuel = better training sessions = helps preserve and or build muscle = better metabolism long term ⁠ - We train hard, lift heavy as fuck, and stay consistent because we’re not burned out or miserable with our food⁠ ⁠ Bread or carbs didn’t make you fat and DOES NOT make you fat ⁠ Being inconsistent and over eating is what did ⁠ If you keep jumping from diet to diet, cutting more and more food to “get results”…⁠ ⁠ You’ll never stay lean ⁠ Because you’ll never stick with it long enough for it to work because you’ll feel like death from not eating enough ⁠ But when you learn how to lose fat the right way with structure, flexibility, and a plan that fits your life…⁠ ⁠ You stop starting over and hating the process while getting lean eating the foods you actually enjoy eating On top of looking AND feeling better There’s a right way and there’s a wrong way If you wanna see how it’s done the right way, shoot me a message and I’ll show you how my team can help you as well

Bailey Schober | Men’s Fitness & Nutrition Coach

25,757 views • 1 month ago

My pilot friend told me he gets a weather update 12 hours before any public forecast. I asked him, do you trade on Polymarket? He laughed. Then went quiet. We were at a bar last Friday. He had just landed from Frankfurt. I was complaining about a losing streak on weather markets. Then between sips he said something that made me put my glass down. "You are betting on weather using weathercom? That is like trading stocks using yesterday newspaper." He pulled out his phone and showed me an app I had never seen. A wall of codes. METAR. TAF. SIGMET. Temperature to the tenth of a degree. Wind speed. Pressure systems. Cloud ceiling. Updated every 1 to 3 hours. We get this before every flight. Directly from meteorological stations. Not forecasts. Observations. Real readings from real sensors. Every pilot in the world has access to this. Aviation safety requires it. But nobody outside of aviation ever looks at it. He went back to his beer. For him this was routine. I sat there doing math in my head. If aviation data updates every 1 to 3 hours and Polymarket odds on weather markets lag behind reality, how big is that window? I do not know the exact delay. But from what I have seen trading these markets the prices sometimes feel hours behind what the actual forecast already says. That means someone with faster data could be buying YES at 10 to 15 cents when the real probability is already way higher. Not predicting the weather. Just reading it before the market does. I went home. Could not sleep. Opened Polymarket and started searching. If this edge exists, someone must already be using it. It took me forty minutes of digging through weather wallets to find what I was looking for. → His profile: This wallet started at -$47. The balance now: over $27,000. Every single position is weather. Temperature in Dallas. Rain in Buenos Aires. Whether London will hit 11 degrees on a Tuesday. The win rate sits at 76.6%. Three out of four bets land green. Most entries cost pennies. 2 to 5 cents per share. When the bet loses the damage is tiny, $50 gone. When it wins the payout is the full dollar. One win covers $500. Sometimes $5,000. At 76% accuracy with that payout ratio the math speaks for itself. I checked the entry timing on this wallet. It is not a millisecond bot racing against HFT. Positions stay open for hours. Sometimes a full day. You can see the wallet move and follow it. No server farms. No Python scripts. No race against latency. Last night I texted my pilot friend. Told him I found a wallet doing exactly what he described, pennies in, thousands out, all weather. He read the message. Typing indicator appeared. Disappeared. Appeared again. "Yeah. I know." He never said anything else about it. Right now a meteorological station somewhere is updating a reading. A pilot is glancing at it before pushback. From what I have seen, there is usually still a window.

Blaze

826,013 views • 6 months ago

You’re on a journey on this kind of lonely road with your car and your car suddenly develops a fault, You can’t call for help and your lines can’t be reached due to network issues, what do you do? Except the car will stop and the engine won’t come up again, please reduce your speed and accelerate softly till you get to a nearby town, if it is an overheating issue, keep driving, put the gear in the neutral position and switch off the engine and let the car keep moving, switch it back on when you have to ascend a hilly road and the car can’t move freely on its own again. If the battery signal comes up while driving, chances are that your alternator has failed, or the alternator belt is damaged, apply the same method and switch off your AC, radio system or anything that may drain the battery while driving till you get to a safe place. If it is a flat tyre, maintain a low speed till you get to a safe place to change and use your spare, keep moving. Yes!!! Damage that tyre till you get to a safe place, just keep moving and make sure you have a spare tyre always and it is in a good condition. If the engine suddenly goes off on top speed, chances are that a fuse is damaged and this is why I will make a thread on how to identify different fuses and how to have them fixed temporarily in case of Emergencies. If your car jerks or experiences a lazy movement while driving, it’s likely to be a fuel related issue, fuel pump most likely, switch off the engine intermittently and put the gear in Neutral position, keep moving… if the fuel pump rests for about 5mins, it’ll pick up back when you ignite the engine, this will/may at least take you to a safe place or where you can have access to network to make calls. If you hear strange sounds like knocking sounds or the oil signal starts to blink, relax and reduce your speed, keep moving. Manage it till you get to a safe place or can have access to network. If your gear/transmission system isn’t selecting well, apply the same method, reduce your speed but keep moving, slow movement is better than no movement, your life and safety matters a lot. Please note that there are some Mechanical issues that nothing can solve on the road except patience and just to pray to God for safety and help, for example, you run into a pothole unknowingly and the oil pan hits the road and your engine or gear oil leaks away, or your ball joint or tie rod head pulls out, I’ll suggest you leave the car there, roll up your windows and lock up the car and start trekking till you get network or help, staying with the car may make you vulnerable to attacks or attract unexpected company, just keep walking away from the car for safety. Most importantly, please stay safe and be conscious of your environment. Be friendly with your Mechanic too or any Mechanic you see on the road. Don’t manage faults in cars and risk traveling with it.

You’re on a journey on this kind of lonely road with your car and your car suddenly develops a fault, You can’t call for help and your lines can’t be reached due to network issues, what do you do? Except the car will stop and the engine won’t come up again, please reduce your speed and accelerate softly till you get to a nearby town, if it is an overheating issue, keep driving, put the gear in the neutral position and switch off the engine and let the car keep moving, switch it back on when you have to ascend a hilly road and the car can’t move freely on its own again. If the battery signal comes up while driving, chances are that your alternator has failed, or the alternator belt is damaged, apply the same method and switch off your AC, radio system or anything that may drain the battery while driving till you get to a safe place. If it is a flat tyre, maintain a low speed till you get to a safe place to change and use your spare, keep moving. Yes!!! Damage that tyre till you get to a safe place, just keep moving and make sure you have a spare tyre always and it is in a good condition. If the engine suddenly goes off on top speed, chances are that a fuse is damaged and this is why I will make a thread on how to identify different fuses and how to have them fixed temporarily in case of Emergencies. If your car jerks or experiences a lazy movement while driving, it’s likely to be a fuel related issue, fuel pump most likely, switch off the engine intermittently and put the gear in Neutral position, keep moving… if the fuel pump rests for about 5mins, it’ll pick up back when you ignite the engine, this will/may at least take you to a safe place or where you can have access to network to make calls. If you hear strange sounds like knocking sounds or the oil signal starts to blink, relax and reduce your speed, keep moving. Manage it till you get to a safe place or can have access to network. If your gear/transmission system isn’t selecting well, apply the same method, reduce your speed but keep moving, slow movement is better than no movement, your life and safety matters a lot. Please note that there are some Mechanical issues that nothing can solve on the road except patience and just to pray to God for safety and help, for example, you run into a pothole unknowingly and the oil pan hits the road and your engine or gear oil leaks away, or your ball joint or tie rod head pulls out, I’ll suggest you leave the car there, roll up your windows and lock up the car and start trekking till you get network or help, staying with the car may make you vulnerable to attacks or attract unexpected company, just keep walking away from the car for safety. Most importantly, please stay safe and be conscious of your environment. Be friendly with your Mechanic too or any Mechanic you see on the road. Don’t manage faults in cars and risk traveling with it.

Wanjohn D-Mecho

437,496 views • 2 years ago

🚨REPOST SATURDAY MARCH 14th!!! 🚨REPOST SATURDAY MARCH 14th GET ALL 3 PLAYS THIS SATURDAY 🔥STARTED THE #MLS SEASON 3-0 💵LEAVE A COMMENT AND GET THE BEST BET THIS SUNDAY NIGHT SENT BETWEEN 6-7pmET. 💵CHECK YOUR DIRECT MESSAGES SATURDAY MORNING FOR ALL 3 PLAYS THAT WILL BE SENT TO YOU IF FOLLOWING AND REPOSTED CRUSH THE BOOKIE Saturdays 3 Plays will be sent to you early Saturday morning between 6-8amET and Sundays Best Bet will be sent to you Sunday night between 6-7pmET Right Before Game Time. If you want to make sure you do not miss any of the FreePlays leave your notifications on and check your Direct messages. Thank you to all of my longtime followers for always supporting my page showing love with a repost and a comment I appreciate it and your the reason I do what I do because I made enough money just betting the games for the last 13 years on here and 30+ years of betting in my personal life so I don’t need to spend time sending out direct messages, but I do it because I love betting and sharing winning plays I have met so many people and made so much money and along the way I have be able to put away my money/bankroll from my winnings every year and that’s what my followers should be doing too. My followers just betting for fun it’s cool but you really can make a living betting sports but it’s not going to be from 1 nights plays or even one weeks plays you need to be in it for the long haul and be very disciplined and what I’m saying seems easy but not that many people can do it and that’s what Sportsbook are counting on is you fucking up not sticking to a simple plan and going off and doing something that you can’t afford to do along with some dumb Same game parlay there offering like it’s a good bet haha. Wake up the only way to win in sports betting is the way I’m doing it for 30 years now and that’s by betting straight and never risking high juice. Get all my plays this Saturday with a simple repost and if you want more join for a year and build your bankroll the right way. Details coming soon on how to join. #SportsBetting #CrushTheBookie

🚨REPOST SATURDAY MARCH 14th!!! 🚨REPOST SATURDAY MARCH 14th GET ALL 3 PLAYS THIS SATURDAY 🔥STARTED THE #MLS SEASON 3-0 💵LEAVE A COMMENT AND GET THE BEST BET THIS SUNDAY NIGHT SENT BETWEEN 6-7pmET. 💵CHECK YOUR DIRECT MESSAGES SATURDAY MORNING FOR ALL 3 PLAYS THAT WILL BE SENT TO YOU IF FOLLOWING AND REPOSTED CRUSH THE BOOKIE Saturdays 3 Plays will be sent to you early Saturday morning between 6-8amET and Sundays Best Bet will be sent to you Sunday night between 6-7pmET Right Before Game Time. If you want to make sure you do not miss any of the FreePlays leave your notifications on and check your Direct messages. Thank you to all of my longtime followers for always supporting my page showing love with a repost and a comment I appreciate it and your the reason I do what I do because I made enough money just betting the games for the last 13 years on here and 30+ years of betting in my personal life so I don’t need to spend time sending out direct messages, but I do it because I love betting and sharing winning plays I have met so many people and made so much money and along the way I have be able to put away my money/bankroll from my winnings every year and that’s what my followers should be doing too. My followers just betting for fun it’s cool but you really can make a living betting sports but it’s not going to be from 1 nights plays or even one weeks plays you need to be in it for the long haul and be very disciplined and what I’m saying seems easy but not that many people can do it and that’s what Sportsbook are counting on is you fucking up not sticking to a simple plan and going off and doing something that you can’t afford to do along with some dumb Same game parlay there offering like it’s a good bet haha. Wake up the only way to win in sports betting is the way I’m doing it for 30 years now and that’s by betting straight and never risking high juice. Get all my plays this Saturday with a simple repost and if you want more join for a year and build your bankroll the right way. Details coming soon on how to join. #SportsBetting #CrushTheBookie

CRUSH THE BOOKIE

10,116 views • 5 months ago