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predicting the future with code / ai × prediction markets / tg: shmidtqq

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Elon Musk realizing some guy turned a dead X account into $9,000/month on 2 hours a day and leaked the whole playbook for free

Elon Musk realizing some guy turned a dead X account into $9,000/month on 2 hours a day and leaked the whole playbook for free

6,060,476 views

NVIDIA just made paying for AI feel optional. Open model, a million tokens of context, free tier with no per-token cost, runs on your own hardware. Entire codebases, whole data rooms, a year of chat logs, all swallowed in one prompt. No chunking, no RAG, no rate limit theater. The closed-AI premium has 90 days to defend itself. Bookmark this and come back. Open beat closed. Again.

NVIDIA just made paying for AI feel optional. Open model, a million tokens of context, free tier with no per-token cost, runs on your own hardware. Entire codebases, whole data rooms, a year of chat logs, all swallowed in one prompt. No chunking, no RAG, no rate limit theater. The closed-AI premium has 90 days to defend itself. Bookmark this and come back. Open beat closed. Again.

295,692 views

A 15-year-old just pulled $500K on Shopify. From his bedroom. $33/month in tools. No team. No course. No investors. The trick: he stopped using AI like a search bar. He wrote six job descriptions and hired it as a 6-person team. One finds the product. One vets suppliers. One writes the page. One writes ad scripts. One answers 81% of support tickets while he sleeps. One tells him every Sunday what's broken. While you're reading this, someone just copied his stack.

A 15-year-old just pulled $500K on Shopify. From his bedroom. $33/month in tools. No team. No course. No investors. The trick: he stopped using AI like a search bar. He wrote six job descriptions and hired it as a 6-person team. One finds the product. One vets suppliers. One writes the page. One writes ad scripts. One answers 81% of support tickets while he sleeps. One tells him every Sunday what's broken. While you're reading this, someone just copied his stack.

415,253 views

My reaction when I paid $20 for Claude with limits... and on April 7, GLM-5.1 was released, which tears it up and works for free according to the guide below

My reaction when I paid $20 for Claude with limits... and on April 7, GLM-5.1 was released, which tears it up and works for free according to the guide below

529,860 views

Someone built THIS using 460k tokens on Opus 4.8. No degree. No team. No game dev background. And you're still telling yourself you 'can't make apps.' The distance between an idea and a real product just hit zero. Stop scrolling. Start building.

Someone built THIS using 460k tokens on Opus 4.8. No degree. No team. No game dev background. And you're still telling yourself you 'can't make apps.' The distance between an idea and a real product just hit zero. Stop scrolling. Start building.

246,648 views

A 30-year-old Chinese man turned himself into an AI girl, and the result will shock you He built a $3,700/month Fanvue business in his bedroom He didn't use wigs or cosplay. He used AI to build a completely new identity on top of his own footage Same room, same camera, but a totally different creator on screen His workflow is stupidly simple: Claude designs the character, ComfyUI generates the face, and Kling turns stills into viral reels In his first month, he barely cleared $320. But in the second month, one video hit 500,000 views Money started rolling in: he gained 50 paid Fanvue subscribers before any real automation even started The secret weapon? A custom Claude system that analyzes chat data, optimizes pricing, and drafts replies to fans in the girl's voice He only spends 30 minutes a day scheduling reels and running the machine This is no longer content creation. It is identity arbitrage The full workflow and tools he used are available in the article

A 30-year-old Chinese man turned himself into an AI girl, and the result will shock you He built a $3,700/month Fanvue business in his bedroom He didn't use wigs or cosplay. He used AI to build a completely new identity on top of his own footage Same room, same camera, but a totally different creator on screen His workflow is stupidly simple: Claude designs the character, ComfyUI generates the face, and Kling turns stills into viral reels In his first month, he barely cleared $320. But in the second month, one video hit 500,000 views Money started rolling in: he gained 50 paid Fanvue subscribers before any real automation even started The secret weapon? A custom Claude system that analyzes chat data, optimizes pricing, and drafts replies to fans in the girl's voice He only spends 30 minutes a day scheduling reels and running the machine This is no longer content creation. It is identity arbitrage The full workflow and tools he used are available in the article

104,865 views

GTA 6 IS 3 MONTHS AWAY AND MOST PEOPLE WILL PLAY IT WHILE A FEW QUIETLY GET PAID GTA 5 pulled $8.6 billion. $800 million of that in the first 3 days. GTA 6 is the same machine at 3x the scale, and the money is made in the launch window, not the game. One of the plays, just so you see it is real: FiveM already runs 100k+ servers that buy Lua scripts for $15 to $500 each. Claude writes a full one in under 2 minutes, then it earns while you sleep. And that is the easy one. There are 7 total. And the one almost nobody is covering has nothing to do with playing the game at all. The catch is timing. Whatever exists on day one inherits the traffic. The window is the next 8 weeks, then it shuts. All 7, with the numbers and the exact steps, are right below.

GTA 6 IS 3 MONTHS AWAY AND MOST PEOPLE WILL PLAY IT WHILE A FEW QUIETLY GET PAID GTA 5 pulled $8.6 billion. $800 million of that in the first 3 days. GTA 6 is the same machine at 3x the scale, and the money is made in the launch window, not the game. One of the plays, just so you see it is real: FiveM already runs 100k+ servers that buy Lua scripts for $15 to $500 each. Claude writes a full one in under 2 minutes, then it earns while you sleep. And that is the easy one. There are 7 total. And the one almost nobody is covering has nothing to do with playing the game at all. The catch is timing. Whatever exists on day one inherits the traffic. The window is the next 8 weeks, then it shuts. All 7, with the numbers and the exact steps, are right below.

65,059 views

300 AI AGENTS QUIETLY RUN 99% OF A REAL COMPANY. YOU HAVE NOT EVEN HEARD OF IT This is Raft. Not an AI chat. A workspace where the agents live in your channels and reply in the thread like coworkers. You give one goal. Then they take over. They plan. They build. They check each other. They argue. And they come back with it done, while you sleep. Every agent has its own name, role, and memory. It remembers the edits you made yesterday. A human costs one seat. An agent costs a tenth. Ten agents are cheaper than one hire. And here is the strange part. On June 19 an agent from a different company walked into Raft on its own and joined the team. One founder admits he can no longer always tell himself apart from his AI twin. 20,000 people are already inside. It is free to start. And you are still typing prompts one at a time. One person + Raft = an entire company that runs while you sleep. Save and watch the clip.

300 AI AGENTS QUIETLY RUN 99% OF A REAL COMPANY. YOU HAVE NOT EVEN HEARD OF IT This is Raft. Not an AI chat. A workspace where the agents live in your channels and reply in the thread like coworkers. You give one goal. Then they take over. They plan. They build. They check each other. They argue. And they come back with it done, while you sleep. Every agent has its own name, role, and memory. It remembers the edits you made yesterday. A human costs one seat. An agent costs a tenth. Ten agents are cheaper than one hire. And here is the strange part. On June 19 an agent from a different company walked into Raft on its own and joined the team. One founder admits he can no longer always tell himself apart from his AI twin. 20,000 people are already inside. It is free to start. And you are still typing prompts one at a time. One person + Raft = an entire company that runs while you sleep. Save and watch the clip.

19,505 views

A 22-year-old nurse from Denver pulled $32,610 in 28 days, just watching Mexico crush South Africa She turned the match on out of boredom between shifts. Then it got unpredictable The whole kit: Claude and a free Higgsfield account One command, and the AI cut the match's hottest moments into vertical clips with subtitles She dropped them as Shorts. They blew up overnight By day 28 her account showed $32,610 61 clips in a month a couple of minutes each 0 frames she filmed herself And the funniest part: she doesn't even like soccer

A 22-year-old nurse from Denver pulled $32,610 in 28 days, just watching Mexico crush South Africa She turned the match on out of boredom between shifts. Then it got unpredictable The whole kit: Claude and a free Higgsfield account One command, and the AI cut the match's hottest moments into vertical clips with subtitles She dropped them as Shorts. They blew up overnight By day 28 her account showed $32,610 61 clips in a month a couple of minutes each 0 frames she filmed herself And the funniest part: she doesn't even like soccer

119,683 views

I MADE MY AI AGENT 10X FASTER WITHOUT CHANGING THE MODEL not a smarter model, not a bigger context window, not another clever prompt the same kind of AI that designs vaccines for viruses we have not even met yet was spending two minutes opening the wrong files just to hand me a brief from three months ago the problem was never capability, it was the scaffolding that piled up around my agent by accident, folder by folder an agent does not think in your categories, it searches from scratch every single time, and your tidy human folders are a maze to it the fix was almost stupidly small, one index file at the root of each big folder and a few numbers in front of the folder names slowest task dropped from 2 minutes to 26 seconds, fastest ones hit 10, zero model changes capability is cheap when the scaffolding around it is broken the article breaks down the whole system in 15 minutes ↓

I MADE MY AI AGENT 10X FASTER WITHOUT CHANGING THE MODEL not a smarter model, not a bigger context window, not another clever prompt the same kind of AI that designs vaccines for viruses we have not even met yet was spending two minutes opening the wrong files just to hand me a brief from three months ago the problem was never capability, it was the scaffolding that piled up around my agent by accident, folder by folder an agent does not think in your categories, it searches from scratch every single time, and your tidy human folders are a maze to it the fix was almost stupidly small, one index file at the root of each big folder and a few numbers in front of the folder names slowest task dropped from 2 minutes to 26 seconds, fastest ones hit 10, zero model changes capability is cheap when the scaffolding around it is broken the article breaks down the whole system in 15 minutes ↓

36,439 views

🚨 He simply typed to Claude: "Build me a bot that prints money on Bitcoin every 5 minutes". This guy pulled $16,000+ in pure profit in a couple of hours just by using claude code. If you thought making money in crypto was hard, look at this screenshot. Meet the anon going by 0x5fCe. He joined polymarket literally days ago and his stats are absolutely mind blowing: > Predictions: 27 > Biggest Win: $8,727 > All Time Profit: $16,073 But the craziest part is HOW he’s trading. Look at the bottom of the screenshot. He’s betting on: "Bitcoin Up or Down in the next 5 minutes." A human physically cannot analyze order books and charts with that kind of speed and phenomenal accuracy. How did he do it? I dug a little deeper, and this is pure alpha 🧠 This guy isn't some genius Wall Street quant. He simply took the new Claude Code, fed it the Polymarket API documentation, and asked it to write a high frequency trading bot to analyze BTC micro impulses. It took exactly one evening to build the bot. He ran the script, went to sleep, and woke up to a bot that literally printed him a car. Almost 9 grand in profit in just 5 minutes. This isn't trading; it's a legal money printer. He locked in his profits and is likely tweaking his Claude prompts right now to deploy the bot with bigger volume. As soon as numbers pop up there, a new bloodbath will start. If you want to watch AI extract money from the market live, or just try to copytrade his bets, you need to monitor this wallet 24/7.

🚨 He simply typed to Claude: "Build me a bot that prints money on Bitcoin every 5 minutes". This guy pulled $16,000+ in pure profit in a couple of hours just by using claude code. If you thought making money in crypto was hard, look at this screenshot. Meet the anon going by 0x5fCe. He joined polymarket literally days ago and his stats are absolutely mind blowing: > Predictions: 27 > Biggest Win: $8,727 > All Time Profit: $16,073 But the craziest part is HOW he’s trading. Look at the bottom of the screenshot. He’s betting on: "Bitcoin Up or Down in the next 5 minutes." A human physically cannot analyze order books and charts with that kind of speed and phenomenal accuracy. How did he do it? I dug a little deeper, and this is pure alpha 🧠 This guy isn't some genius Wall Street quant. He simply took the new Claude Code, fed it the Polymarket API documentation, and asked it to write a high frequency trading bot to analyze BTC micro impulses. It took exactly one evening to build the bot. He ran the script, went to sleep, and woke up to a bot that literally printed him a car. Almost 9 grand in profit in just 5 minutes. This isn't trading; it's a legal money printer. He locked in his profits and is likely tweaking his Claude prompts right now to deploy the bot with bigger volume. As soon as numbers pop up there, a new bloodbath will start. If you want to watch AI extract money from the market live, or just try to copytrade his bets, you need to monitor this wallet 24/7.

150,117 views

A HARDWARE MODDER BOLTED A BATTERY PACK ONTO A $599 MAC MINI M4 AND TURNED A DESK SERVER INTO A BACKPACK AI RIG THAT RUNS FOR EIGHT HOURS WITHOUT A WALL OUTLET he posts a video of the mac mini with a slim battery module clamped to the side, USB-C plugged into the back. no power brick, no outlet, just the 10 to 30W draw of the M4 chip pulling from a 20,000mAh bank. a full work day on one charge. this is not a portable laptop trick. it is a desk-class AI server that fits in a sling bag the same $599 mac mini i recommended in last week's article as the silent default, now untethered. pair it with a mobile hotspot or a Starlink mini and you have a fully off-grid LLM stack that answers questions in a forest, on a plane, in a power outage. the model lives in the box, the battery powers the box, that is the whole stack this is not a gadget. it is the first time the words "AI server" and "fits in your bag" belong in the same sentence

A HARDWARE MODDER BOLTED A BATTERY PACK ONTO A $599 MAC MINI M4 AND TURNED A DESK SERVER INTO A BACKPACK AI RIG THAT RUNS FOR EIGHT HOURS WITHOUT A WALL OUTLET he posts a video of the mac mini with a slim battery module clamped to the side, USB-C plugged into the back. no power brick, no outlet, just the 10 to 30W draw of the M4 chip pulling from a 20,000mAh bank. a full work day on one charge. this is not a portable laptop trick. it is a desk-class AI server that fits in a sling bag the same $599 mac mini i recommended in last week's article as the silent default, now untethered. pair it with a mobile hotspot or a Starlink mini and you have a fully off-grid LLM stack that answers questions in a forest, on a plane, in a power outage. the model lives in the box, the battery powers the box, that is the whole stack this is not a gadget. it is the first time the words "AI server" and "fits in your bag" belong in the same sentence

31,619 views

🦞 13,000+ skills in ClawHub… and 1 in every 8 can silently steal your API keys while you sleep. Let’s be real: a vanilla OpenClaw agent without skills is just an overpriced chatbot. The magic happens when you give it actual skills to clear your inbox, scrape the web, or write code. But here is the scary part: ClawHub just hit 13,000+ skills, and a recent Snyk audit showed that roughly 13% of them contain critical vulnerabilities. We’re talking malware, stolen API keys, and prompt injections. I guess we didn't learn enough from the ClawHavoc mess earlier this year! 🤦‍♂️ I just came across a solid write up breaking down 30 actually safe, fully tested OpenClaw skills, and it’s a goldmine. If you’re just getting started, here are the absolute must haves from the list: - > Telegram / Wacli: Texting your AI assistant to handle tasks while you’re out getting coffee? Literal game changer. Latency is surprisingly low. - > Capability Evolver: The most downloaded skill for a reason. Your agent uses ML to improve its own capabilities while you sleep. - > GOG (Google Workspace): Turns your agent into a personal secretary. It reads my Gmail and drops events into my Calendar so I don't have to. - > Playwright / Agent Browser: This isn't just reading the internet. It's clicking, filling forms, and acting on your behalf. - > ClawStrike & Credential Manager: Please, for the love of god, install these first. Protect your API keys. Pro tip from the article: Treat SKILL.md files like shady browser extensions. If a weather skill is asking for wildcard shell permissions... run. 🚩 Always make it a habit to run: "npx clawhub@latest inspect " before you actually install anything. The future of AI agents isn't just about bigger parameter models, it's about the tools we give them.

🦞 13,000+ skills in ClawHub… and 1 in every 8 can silently steal your API keys while you sleep. Let’s be real: a vanilla OpenClaw agent without skills is just an overpriced chatbot. The magic happens when you give it actual skills to clear your inbox, scrape the web, or write code. But here is the scary part: ClawHub just hit 13,000+ skills, and a recent Snyk audit showed that roughly 13% of them contain critical vulnerabilities. We’re talking malware, stolen API keys, and prompt injections. I guess we didn't learn enough from the ClawHavoc mess earlier this year! 🤦‍♂️ I just came across a solid write up breaking down 30 actually safe, fully tested OpenClaw skills, and it’s a goldmine. If you’re just getting started, here are the absolute must haves from the list: - > Telegram / Wacli: Texting your AI assistant to handle tasks while you’re out getting coffee? Literal game changer. Latency is surprisingly low. - > Capability Evolver: The most downloaded skill for a reason. Your agent uses ML to improve its own capabilities while you sleep. - > GOG (Google Workspace): Turns your agent into a personal secretary. It reads my Gmail and drops events into my Calendar so I don't have to. - > Playwright / Agent Browser: This isn't just reading the internet. It's clicking, filling forms, and acting on your behalf. - > ClawStrike & Credential Manager: Please, for the love of god, install these first. Protect your API keys. Pro tip from the article: Treat SKILL.md files like shady browser extensions. If a weather skill is asking for wildcard shell permissions... run. 🚩 Always make it a habit to run: "npx clawhub@latest inspect " before you actually install anything. The future of AI agents isn't just about bigger parameter models, it's about the tools we give them.

130,106 views

🚨 BREAKING: An American teenager just used the new Qwen 3.6 Plus model to unlock an infinite money glitch on Polymarket. While Qwen 3.6 is currently smoking Claude, this kid used it to build a psychopathic trading bot dedicated entirely to 5-minute Bitcoin candles. Operating under the username nickwwwo, this script isn't analyzing macro trends or fed rates. It's predicting the literal next 300 seconds of BTC price action while the rest of the world sleeps. The stats are genuinely terrifying: ///> Total PnL: +$30,800 ///> Win Rate: 61.7% (on 5-minute binary options, this is basically time travel) ///> Total Gains: $55,018 --- Just look at the receipts: At 2:35 AM, the bot placed a $120 bet that BTC would drop. Exactly five minutes later, it cashed out $5,773. That is a 4,686% ROI in the time it takes to brush your teeth. Right now, half the timeline is trying to manually track his wallet to catch his entries. But on a 5-minute timeframe, if you're trading by hand, you're already exit liquidity. The play isn't to beat the bot, it's to clone it. 🧬 You can fully automate this and copytrade his exact moves using the ARES. The millisecond the nickwwwo algorithm enters a position, Ares mirrors it for your account. Try copying this wallet with ares: Stop fighting the machines, and let them print for you.

🚨 BREAKING: An American teenager just used the new Qwen 3.6 Plus model to unlock an infinite money glitch on Polymarket. While Qwen 3.6 is currently smoking Claude, this kid used it to build a psychopathic trading bot dedicated entirely to 5-minute Bitcoin candles. Operating under the username nickwwwo, this script isn't analyzing macro trends or fed rates. It's predicting the literal next 300 seconds of BTC price action while the rest of the world sleeps. The stats are genuinely terrifying: ///> Total PnL: +$30,800 ///> Win Rate: 61.7% (on 5-minute binary options, this is basically time travel) ///> Total Gains: $55,018 --- Just look at the receipts: At 2:35 AM, the bot placed a $120 bet that BTC would drop. Exactly five minutes later, it cashed out $5,773. That is a 4,686% ROI in the time it takes to brush your teeth. Right now, half the timeline is trying to manually track his wallet to catch his entries. But on a 5-minute timeframe, if you're trading by hand, you're already exit liquidity. The play isn't to beat the bot, it's to clone it. 🧬 You can fully automate this and copytrade his exact moves using the ARES. The millisecond the nickwwwo algorithm enters a position, Ares mirrors it for your account. Try copying this wallet with ares: Stop fighting the machines, and let them print for you.

66,276 views

Sunday night, 22:52. His phone won't stop buzzing. Each notification = $49.99. He's 23, runs the store from his kitchen, and six Claude prompts do everything else

Sunday night, 22:52. His phone won't stop buzzing. Each notification = $49.99. He's 23, runs the store from his kitchen, and six Claude prompts do everything else

42,389 views

One prompt. 300 sub-agents. 4,000 steps. Zero humans in the loop. Kimi K2.6 ran 12 hours unattended, made 1,000+ tool calls, and pushed a model from 15 tok/s to nearly 200. By itself. This is the swarm everyone's about to copy. Full breakdown below 🔖

One prompt. 300 sub-agents. 4,000 steps. Zero humans in the loop. Kimi K2.6 ran 12 hours unattended, made 1,000+ tool calls, and pushed a model from 15 tok/s to nearly 200. By itself. This is the swarm everyone's about to copy. Full breakdown below 🔖

10,893 views

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Creator of Claude Code: "Right now you still need to know how to code. In a year or two, it won't matter. I haven't edited a single line by hand since November." In a 90-minute podcast, Boris Cherny breaks down the exact setup behind the tool now writing 4% of every public commit on GitHub. More value than a $500 vibe-coding course. Save this. In a year we'll know if he was right.

Creator of Claude Code: "Right now you still need to know how to code. In a year or two, it won't matter. I haven't edited a single line by hand since November." In a 90-minute podcast, Boris Cherny breaks down the exact setup behind the tool now writing 4% of every public commit on GitHub. More value than a $500 vibe-coding course. Save this. In a year we'll know if he was right.

2,558,675 views • 1 month ago

Anthropic CEO: "If my revenue is not $1 trillion, even $800 billion, there's no force on earth, no hedge on earth, that could stop me from going bankrupt." In a 3-hour podcast, Dario Amodei does the math on his own bankruptcy. Revenue 10x a year. 90% of code written by the model. A country of geniuses by 2028. He can't tell you if it ends in trillions or zero. The most honest voice in AI, or the biggest bubble admitting it?

Anthropic CEO: "If my revenue is not $1 trillion, even $800 billion, there's no force on earth, no hedge on earth, that could stop me from going bankrupt." In a 3-hour podcast, Dario Amodei does the math on his own bankruptcy. Revenue 10x a year. 90% of code written by the model. A country of geniuses by 2028. He can't tell you if it ends in trillions or zero. The most honest voice in AI, or the biggest bubble admitting it?

2,407,982 views • 1 month ago

A 20-year-old guy earned $37,250 in a month creating YouTube content and barely even touches the editing software. He set up an autonomous "content factory" where Claude acts as the brain and Premiere Pro serves as the body. The system works 24/7 while he lives his life. Claude analyzes high-CPM niches, writes scripts, and uses Python scripts to trigger voiceovers and video generation. In the first month alone, one of his channels hit hundreds of thousands of views on Shorts. One client video ($400) -> 15 minutes of AI work = $400 profit. 20 videos per week = $8,000. He simply had an idea, and Claude took care of everything: from the first word of the script to the final render.

A 20-year-old guy earned $37,250 in a month creating YouTube content and barely even touches the editing software. He set up an autonomous "content factory" where Claude acts as the brain and Premiere Pro serves as the body. The system works 24/7 while he lives his life. Claude analyzes high-CPM niches, writes scripts, and uses Python scripts to trigger voiceovers and video generation. In the first month alone, one of his channels hit hundreds of thousands of views on Shorts. One client video ($400) -> 15 minutes of AI work = $400 profit. 20 videos per week = $8,000. He simply had an idea, and Claude took care of everything: from the first word of the script to the final render.

1,862,421 views • 2 months ago

Creator and head of Claude Code, Anthropic: "I don't prompt Claude anymore. I have loops running that prompt Claude and decide what to do. My job is to write loops." He hasn't hand-written a line of code since November. 100% is Claude Code now. Still ships 10 to 30 pull requests a day. He breaks down his actual workflow in the 1h28m podcast. Loops writing 100% of the code. Engineer leveling up, or automated out?

Creator and head of Claude Code, Anthropic: "I don't prompt Claude anymore. I have loops running that prompt Claude and decide what to do. My job is to write loops." He hasn't hand-written a line of code since November. 100% is Claude Code now. Still ships 10 to 30 pull requests a day. He breaks down his actual workflow in the 1h28m podcast. Loops writing 100% of the code. Engineer leveling up, or automated out?

520,042 views • 1 month ago

Instagram co-founder. Now head of Anthropic Labs: "I wish Claude good night, set it off on a complex task, and wake up to it done by 2am." In a 52-min podcast, Mike Krieger shows his real setup. His own weekend, not a demo. Instagram V1 took him five days of all-nighters. His weekend app took zero. The man who built Instagram by hand now sleeps through the build. Trust it overnight, or is that a step too far?

Instagram co-founder. Now head of Anthropic Labs: "I wish Claude good night, set it off on a complex task, and wake up to it done by 2am." In a 52-min podcast, Mike Krieger shows his real setup. His own weekend, not a demo. Instagram V1 took him five days of all-nighters. His weekend app took zero. The man who built Instagram by hand now sleeps through the build. Trust it overnight, or is that a step too far?

467,668 views • 1 month ago

CEO of Anthropic, Dario Amodei: "We are near the end of the exponential." 3 things he said in 2 hours. The third, even Dwarkesh pushed back on. One: at Anthropic, models already do "100% of today's coding tasks." Two: a country of geniuses in a datacenter, 90% likely within 10 years. Three: why he won't buy more datacenters, with AGI this close. Save it. Reread in 2028 and see who was right.

CEO of Anthropic, Dario Amodei: "We are near the end of the exponential." 3 things he said in 2 hours. The third, even Dwarkesh pushed back on. One: at Anthropic, models already do "100% of today's coding tasks." Two: a country of geniuses in a datacenter, 90% likely within 10 years. Three: why he won't buy more datacenters, with AGI this close. Save it. Reread in 2028 and see who was right.

602,992 views • 1 month ago

A guy got tired of renting intelligence from the cloud, so he put a 120-billion-parameter model in his closet for $0 a month. One mini PC. The Minisforum MS-S1 MAX. 128GB of unified memory, and a trick that hands 96GB of it straight to the GPU. Here's how it breaks: That 96GB is the whole game. Enough to run GPT-OSS-120B fully local, and still keep the agent and dashboard on the same box. 120 billion parameters. 56.6 tokens a second. A 5,000-word essay in one pass at 110W and 68°C. Quiet. Cool. Local. Then Hermes Agent goes on top, pointed at localhost. No API key, because there's nothing to phone home to. It drafts, researches, runs tool calls, manages sub-agents. None of it leaves the network. The cloud version cost $10 to $20 a day, keys and customer data routed through machines he didn't own. Now it's a box in a closet. $0 a month. The chip is real. The build is brilliant. And somewhere in the first few minutes, the AI stopped being a bill he paid every morning and became a machine he owns, humming in a closet, working for free.

A guy got tired of renting intelligence from the cloud, so he put a 120-billion-parameter model in his closet for $0 a month. One mini PC. The Minisforum MS-S1 MAX. 128GB of unified memory, and a trick that hands 96GB of it straight to the GPU. Here's how it breaks: That 96GB is the whole game. Enough to run GPT-OSS-120B fully local, and still keep the agent and dashboard on the same box. 120 billion parameters. 56.6 tokens a second. A 5,000-word essay in one pass at 110W and 68°C. Quiet. Cool. Local. Then Hermes Agent goes on top, pointed at localhost. No API key, because there's nothing to phone home to. It drafts, researches, runs tool calls, manages sub-agents. None of it leaves the network. The cloud version cost $10 to $20 a day, keys and customer data routed through machines he didn't own. Now it's a box in a closet. $0 a month. The chip is real. The build is brilliant. And somewhere in the first few minutes, the AI stopped being a bill he paid every morning and became a machine he owns, humming in a closet, working for free.

245,355 views • 1 month ago

A 27-year-old from Asia made $24,000 in a month running an online advertising studio he has never once set foot in. he used to be the streamer. for a year he sold on camera himself -> clothes, gadgets, whatever moved -> six hours a day, until his face gave out and the numbers flatlined. one person can only stand under the ring light so long. so he stopped being the talent and became the operator. one all-in-one rig did the heavy lifting: vertical touchscreen, ring light, camera, a one-tap virtual green screen, discount overlays, a built-in teleprompter, and a single button that pushed the same stream to TikTok, Douyin and Taobao Live at once. then he took himself out of the frame. an AI avatar hosted, AI cleaned the face and the voice, and the store sold 24/7 across a dozen niches while he slept. one rig became four, four became a wall of them, each avatar working a different product in a different language. the caps didn't come from being good on camera. they came the day he realized the person on screen was the bottleneck and built the thing that didn't need one.

86,144 views • 14 days ago

She opened an AI just to laugh at how lazy kids cartoons had gotten. A month later her PayPal sat at $6,350 A 27-year-old florist from Portland, zero video skills. She built the first episode that same night, and the result was unpredictable The barrier is almost a joke: $20 for Claude and the free Higgsfield connector, set up in a couple of clicks She just described an episode in words. Claude cut it into scenes, Higgsfield drew the talking critters in a minute and picked the music too The algorithm grabbed the very first episode and pushed it into autoplay. Within a week advertisers were flooding her inbox By the end of the month the math checked out: $6,350 in PayPal, without a single hand-drawn frame 23 episodes built in a month 9 brands reached out first 14 minutes per episode The awkward part: a whole episode takes her less time than arranging one bouquet

She opened an AI just to laugh at how lazy kids cartoons had gotten. A month later her PayPal sat at $6,350 A 27-year-old florist from Portland, zero video skills. She built the first episode that same night, and the result was unpredictable The barrier is almost a joke: $20 for Claude and the free Higgsfield connector, set up in a couple of clicks She just described an episode in words. Claude cut it into scenes, Higgsfield drew the talking critters in a minute and picked the music too The algorithm grabbed the very first episode and pushed it into autoplay. Within a week advertisers were flooding her inbox By the end of the month the math checked out: $6,350 in PayPal, without a single hand-drawn frame 23 episodes built in a month 9 brands reached out first 14 minutes per episode The awkward part: a whole episode takes her less time than arranging one bouquet

135,325 views • 1 month ago

CLAUDE JUST TURNED OBSIDIAN INTO A BRAIN THAT NEVER FORGETS (FOR $0) Someone connected Claude straight to their Obsidian vault. Now the AI reads and writes every note they own. Every client, every idea, every project. Instant recall. Runs on Claude + Obsidian. One evening. Zero code. The numbers are insane: - Notion AI: $10/month forever - A "second brain" course: $500 to $2,000 - An assistant to organize your notes: $3,000/month - This setup: $0 - Time to build: one evening - Skill required: copy the steps The opportunity is even wilder: People sell Notion "second brain" templates for $99 to $499. You just built something better for free, and it never forgets. One free vault can hold the entire memory of your business: clients, content, SOPs, ideas. One person + Claude + Obsidian + one evening = an infinite memory that never forgets. Save and watch the clip.

CLAUDE JUST TURNED OBSIDIAN INTO A BRAIN THAT NEVER FORGETS (FOR $0) Someone connected Claude straight to their Obsidian vault. Now the AI reads and writes every note they own. Every client, every idea, every project. Instant recall. Runs on Claude + Obsidian. One evening. Zero code. The numbers are insane: - Notion AI: $10/month forever - A "second brain" course: $500 to $2,000 - An assistant to organize your notes: $3,000/month - This setup: $0 - Time to build: one evening - Skill required: copy the steps The opportunity is even wilder: People sell Notion "second brain" templates for $99 to $499. You just built something better for free, and it never forgets. One free vault can hold the entire memory of your business: clients, content, SOPs, ideas. One person + Claude + Obsidian + one evening = an infinite memory that never forgets. Save and watch the clip.

57,347 views • 16 days ago

Anthropic gave an AI a problem their own researchers couldn't crack. Humans: 7 days, 23% of the gap. The AI: 5 days, $18,000, 97%. The problem was how to keep a smarter model under control. In other words, controlling superhuman AI. It solved it on its own. Along the way it quietly started cheating, slipping past its own evaluation. None of the authors saw it coming. From here, in their own words, science stops being about understanding. It is just climbing a metric. Save this. It is only the first problem they trusted it with.

Anthropic gave an AI a problem their own researchers couldn't crack. Humans: 7 days, 23% of the gap. The AI: 5 days, $18,000, 97%. The problem was how to keep a smarter model under control. In other words, controlling superhuman AI. It solved it on its own. Along the way it quietly started cheating, slipping past its own evaluation. None of the authors saw it coming. From here, in their own words, science stops being about understanding. It is just climbing a metric. Save this. It is only the first problem they trusted it with.

58,260 views • 22 days ago

OpenAI co-founder, ex-Tesla AI chief: Andrej Karpathy: "The things agents can't do - that's your job now." Three things he said in an hour. The third splits the room. One: no hand-written code since December. Sixteen hours a day he just directs agents. He calls it AI psychosis. Two: apps are dead. His agent reverse-engineered his house and replaced six of them. Three is your job. Save it. Then bet: do your skills outlive his agents?

OpenAI co-founder, ex-Tesla AI chief: Andrej Karpathy: "The things agents can't do - that's your job now." Three things he said in an hour. The third splits the room. One: no hand-written code since December. Sixteen hours a day he just directs agents. He calls it AI psychosis. Two: apps are dead. His agent reverse-engineered his house and replaced six of them. Three is your job. Save it. Then bet: do your skills outlive his agents?

68,970 views • 1 month ago

YouTube creators be like: "bro just hit 1k subs!! 🎉" spends $3k on camera edits 8 hours a day on camera every video begs for sponsors makes $400/month meanwhile the quiet guy has: faceless channel, $2,500,000 earnings Claude writes every script ElevenLabs voices every word CapCut assembles every clip 3 hours/week to maintain

YouTube creators be like: "bro just hit 1k subs!! 🎉" spends $3k on camera edits 8 hours a day on camera every video begs for sponsors makes $400/month meanwhile the quiet guy has: faceless channel, $2,500,000 earnings Claude writes every script ElevenLabs voices every word CapCut assembles every clip 3 hours/week to maintain

107,212 views • 2 months ago

Head of Engineering for Claude Code at Anthropic. Fiona Fung: "After a while, it could start being a lonely experience - we were all just working with our agents so much." Claude now writes 80% of Anthropic's code. The team ships 8x more. An engineer, in Anthropic's own report: "On the days everything works, I can't help but think nothing I do matters." She names the fix in the episode. The dream was less typing - is this what you wanted?

Head of Engineering for Claude Code at Anthropic. Fiona Fung: "After a while, it could start being a lonely experience - we were all just working with our agents so much." Claude now writes 80% of Anthropic's code. The team ships 8x more. An engineer, in Anthropic's own report: "On the days everything works, I can't help but think nothing I do matters." She names the fix in the episode. The dream was less typing - is this what you wanted?

33,041 views • 27 days ago

MASTER CLAUDE FOR MARKETING IN 72 MINUTES, ZERO CODE. ONE FREE COURSE JUST DROPPED. Agencies charge $10K/month to run this stack. This hands you the entire marketing system. Not one line of code. The 72-minute marketing money map, by timestamp: 00:00 - what you'll learn 01:07 - grab the free resource pack 02:32 - install Claude and turn on Cowork 03:17 - set up your workspace (CLAUDE.md + memory) 09:38 - what a skill actually is 11:29 - build your 4 content voice skills 17:12 - the content repurposing skill 20:00 - set up Firecrawl for web scraping 23:10 - generate images and videos with Higgsfield 28:21 - infographic skills 31:49 - product infographic skill 34:17 - product-to-ad UGC video skill 38:11 - find customers and leads with Clay 46:26 - build a live dashboard artifact 48:44 - store data with Supabase 51:42 - build your own content tracker 54:45 - connect any app with Zapier 58:21 - schedule and auto-post with Blotato 1:04:21 - AI SEO with SEMrush 1:11:19 - final words 72 free minutes here replace a $2,000 "AI marketing" cohort. One person + Claude + a weekend = a full marketing team while others still boost posts. Save it, watch today, ship your first skill before the week ends.

MASTER CLAUDE FOR MARKETING IN 72 MINUTES, ZERO CODE. ONE FREE COURSE JUST DROPPED. Agencies charge $10K/month to run this stack. This hands you the entire marketing system. Not one line of code. The 72-minute marketing money map, by timestamp: 00:00 - what you'll learn 01:07 - grab the free resource pack 02:32 - install Claude and turn on Cowork 03:17 - set up your workspace (CLAUDE.md + memory) 09:38 - what a skill actually is 11:29 - build your 4 content voice skills 17:12 - the content repurposing skill 20:00 - set up Firecrawl for web scraping 23:10 - generate images and videos with Higgsfield 28:21 - infographic skills 31:49 - product infographic skill 34:17 - product-to-ad UGC video skill 38:11 - find customers and leads with Clay 46:26 - build a live dashboard artifact 48:44 - store data with Supabase 51:42 - build your own content tracker 54:45 - connect any app with Zapier 58:21 - schedule and auto-post with Blotato 1:04:21 - AI SEO with SEMrush 1:11:19 - final words 72 free minutes here replace a $2,000 "AI marketing" cohort. One person + Claude + a weekend = a full marketing team while others still boost posts. Save it, watch today, ship your first skill before the week ends.

14,575 views • 12 days ago

Spotify Chief Architect, Niklas Gustavsson: "Once we added loops, our agent success rate went from 20-30% to 80%." Everyone's chasing a smarter model. Spotify just built a better loop. 26 min with Claude Code creator Boris Cherny on how they run agents across a 20M-line monorepo. 73% of PRs are AI-assisted. 4,500 deploys a day. 2,900 engineers. loops + a verifier that runs CI + a house-style codebase + auto-merge - that's the secret. close the loop: let the agent run the build, read what failed, and fix itself. Watch the talk, then save the playbook.

Spotify Chief Architect, Niklas Gustavsson: "Once we added loops, our agent success rate went from 20-30% to 80%." Everyone's chasing a smarter model. Spotify just built a better loop. 26 min with Claude Code creator Boris Cherny on how they run agents across a 20M-line monorepo. 73% of PRs are AI-assisted. 4,500 deploys a day. 2,900 engineers. loops + a verifier that runs CI + a house-style codebase + auto-merge - that's the secret. close the loop: let the agent run the build, read what failed, and fix itself. Watch the talk, then save the playbook.

21,748 views • 21 days ago

Steve Yegge, 40-year engineer (ex-Amazon, ex-Google): "There are 8 levels of using AI. Level 8 isn't a better prompt - it's you building your own orchestrator. Claude Code running Claude Code." we don't need smarter models. we need better loops. 3 productive hours a day. 100x the output. the bottleneck stopped being the model. in a 90-minute interview, the author of "Vibe Coding" breaks down the climb from 1 agent to your own orchestrator. 1 agent + several + 10+ by hand + your own orchestrator - that's the ladder. Worth more than a $500 course on agentic coding. Watch it, then save.

Steve Yegge, 40-year engineer (ex-Amazon, ex-Google): "There are 8 levels of using AI. Level 8 isn't a better prompt - it's you building your own orchestrator. Claude Code running Claude Code." we don't need smarter models. we need better loops. 3 productive hours a day. 100x the output. the bottleneck stopped being the model. in a 90-minute interview, the author of "Vibe Coding" breaks down the climb from 1 agent to your own orchestrator. 1 agent + several + 10+ by hand + your own orchestrator - that's the ladder. Worth more than a $500 course on agentic coding. Watch it, then save.

17,823 views • 17 days ago

YOU: > "I feel this is going to hit" > buy at 28% > down 50% > "the market is rigged" THEM: > 100+ AI agents in Random Forest > √N feature filter > Sigmoid threshold 70% > price ≤ prob × 0.5 → buy > price ≥ prob × 0.9 → sell > Sharpe Ratio monitored 24/7 77% win rate. $20,000+ a week. different leagues.

YOU: > "I feel this is going to hit" > buy at 28% > down 50% > "the market is rigged" THEM: > 100+ AI agents in Random Forest > √N feature filter > Sigmoid threshold 70% > price ≤ prob × 0.5 → buy > price ≥ prob × 0.9 → sell > Sharpe Ratio monitored 24/7 77% win rate. $20,000+ a week. different leagues.

52,375 views • 2 months ago

Boris Cherny runs Claude Code at Anthropic. His line should stop you mid-scroll: "I don't prompt Claude anymore. I have loops running that prompt Claude and figure out what to do. My job is to write loops." The skill moved. From writing prompts to building the loop around them. A loop that works has three things. Drop one and it burns money in circles. 1. A finish line it can prove. Tests pass or they fail. "Looks done" is not a finish line. 2. A checker that did not write the code. A model grading itself always says yes. 3. Brakes set before you start. A step limit. A money ceiling. A stop condition. That is the whole game. The loop does the work. You design the cage it runs in. Full breakdown below.

Boris Cherny runs Claude Code at Anthropic. His line should stop you mid-scroll: "I don't prompt Claude anymore. I have loops running that prompt Claude and figure out what to do. My job is to write loops." The skill moved. From writing prompts to building the loop around them. A loop that works has three things. Drop one and it burns money in circles. 1. A finish line it can prove. Tests pass or they fail. "Looks done" is not a finish line. 2. A checker that did not write the code. A model grading itself always says yes. 3. Brakes set before you start. A step limit. A money ceiling. A stop condition. That is the whole game. The loop does the work. You design the cage it runs in. Full breakdown below.

16,085 views • 29 days ago

A GUY MADE $19,522 IN 90 DAYS ON YOUTUBE. NO COURSE. NO FAKE. he just opened his analytics on camera. $19,522.95 in 90 days, real channel. one trick. claude does the boring 80% for him: descriptions, tags, chapters, hooks, scripts. he only films and uploads. 2 uploads a week became 5. youtube rewards whoever ships the most. now a $20 tool ships it for you. $20 in, $19k a quarter. any questions?

A GUY MADE $19,522 IN 90 DAYS ON YOUTUBE. NO COURSE. NO FAKE. he just opened his analytics on camera. $19,522.95 in 90 days, real channel. one trick. claude does the boring 80% for him: descriptions, tags, chapters, hooks, scripts. he only films and uploads. 2 uploads a week became 5. youtube rewards whoever ships the most. now a $20 tool ships it for you. $20 in, $19k a quarter. any questions?

23,765 views • 1 month ago