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Karpathy method + Claude Code reading your whole Obsidian vault is the smartest second brain on earth. The method is simple and brutal. If you can’t build a thing from scratch, you don’t know it. Tutorials are fake learning and your brain deletes them in 3 days. Most people ignore this. They build a second brain that just sits there, folders of notes nobody reopens, dead text. Point Claude Code at the vault and it wakes up. 5,000 notes, one mind. It reads all of it and answers in your own words and your own proofs, not a model’s guess. Then the loop closes. Want to understand neural nets? Skip the 3-hour video and ask Claude Code to build a tiny one. 200 lines from scratch. Watch it train, break a layer, watch it fail, fix it. It clicks in 20 minutes instead of 3 weeks. The second it lands the note gets written. One idea per file, linked to 10 others, dropped into the vault while the memory is still hot. Now it compounds. Month 1: is 60 notes. Month 6 is 900. Every new note pulls in old ones, so you ask anything and the answer comes from your brain, not the internet. Before: 40 tabs, 6 half read PDF, 0 retained. After: build it once, own it for life. Setup takes 4 minutes. Plain text, no lock-in. A second brain nobody reads is a graveyard. Yours just started thinking.

Karpathy method + Claude Code reading your whole Obsidian vault is the smartest second brain on earth. The method is simple and brutal. If you can’t build a thing from scratch, you don’t know it. Tutorials are fake learning and your brain deletes them in 3 days. Most people ignore this. They build a second brain that just sits there, folders of notes nobody reopens, dead text. Point Claude Code at the vault and it wakes up. 5,000 notes, one mind. It reads all of it and answers in your own words and your own proofs, not a model’s guess. Then the loop closes. Want to understand neural nets? Skip the 3-hour video and ask Claude Code to build a tiny one. 200 lines from scratch. Watch it train, break a layer, watch it fail, fix it. It clicks in 20 minutes instead of 3 weeks. The second it lands the note gets written. One idea per file, linked to 10 others, dropped into the vault while the memory is still hot. Now it compounds. Month 1: is 60 notes. Month 6 is 900. Every new note pulls in old ones, so you ask anything and the answer comes from your brain, not the internet. Before: 40 tabs, 6 half read PDF, 0 retained. After: build it once, own it for life. Setup takes 4 minutes. Plain text, no lock-in. A second brain nobody reads is a graveyard. Yours just started thinking.

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1 Neural Network + Obsidian + Karpathy’s 1-file method = the most unhinged second brain build of 2026. It remembers everything you’ve ever done, and it costs $0 on top of what you already pay. The base is Karpathy’s append and review: 1 giant note, new thoughts stack on top, old ones sink, every few days you reread and pull the survivors back up. No folders, no tags, no plugins the rereading IS the system, because review is what turns storage into thinking. The flaw: past 10,000 lines, no human rereads anything. That’s where the neural network takes over. You keep the note in Obsidian 1 vault, everything dumps to the top: ideas, links, meeting fragments, half-thoughts. You never organize, you only dump. It all lives as plain markdown on your own disk, and that detail is the whole trick. Because now you point Claude Code at the vault folder, and it reads every line you’ve ever written. “What did I think about pricing in March.” “Find the 3 ideas I keep circling.” “What did I drop that deserves a second look.” It answers from YOUR notes, with quotes, in 15 seconds. Then once a week, 1 prompt closes the loop: read the last 7 days, surface the 5 entries worth pulling back up, flag anything that contradicts what I wrote a month ago. The model does the sinking and surfacing Karpathy did by hand, and the note stays alive instead of turning into a graveyard. Week 1 feels like nothing. Week 4 you hit the first “I already solved this in January.” Month 3 you consult your past self more than Google. Most second brains die in 11 days under 40 plugins and 200 folders. This one is 1 file and a loop, and it compounds because dumping takes 0 discipline. Notion stores what you thought. This thing argues back.

1 Neural Network + Obsidian + Karpathy’s 1-file method = the most unhinged second brain build of 2026. It remembers everything you’ve ever done, and it costs $0 on top of what you already pay. The base is Karpathy’s append and review: 1 giant note, new thoughts stack on top, old ones sink, every few days you reread and pull the survivors back up. No folders, no tags, no plugins the rereading IS the system, because review is what turns storage into thinking. The flaw: past 10,000 lines, no human rereads anything. That’s where the neural network takes over. You keep the note in Obsidian 1 vault, everything dumps to the top: ideas, links, meeting fragments, half-thoughts. You never organize, you only dump. It all lives as plain markdown on your own disk, and that detail is the whole trick. Because now you point Claude Code at the vault folder, and it reads every line you’ve ever written. “What did I think about pricing in March.” “Find the 3 ideas I keep circling.” “What did I drop that deserves a second look.” It answers from YOUR notes, with quotes, in 15 seconds. Then once a week, 1 prompt closes the loop: read the last 7 days, surface the 5 entries worth pulling back up, flag anything that contradicts what I wrote a month ago. The model does the sinking and surfacing Karpathy did by hand, and the note stays alive instead of turning into a graveyard. Week 1 feels like nothing. Week 4 you hit the first “I already solved this in January.” Month 3 you consult your past self more than Google. Most second brains die in 11 days under 40 plugins and 200 folders. This one is 1 file and a loop, and it compounds because dumping takes 0 discipline. Notion stores what you thought. This thing argues back.

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just like that, Trump landed in style for dinner with $TRUMP holders

just like that, Trump landed in style for dinner with $TRUMP holders

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$ALPHA – ONE OF THE BIGGEST RUGS OF 2025? Scammed over $20M 100+ wallets with 0 buys, only sells Pro team played it smooth: Twitter farmed with engagement bots Botted influencers shilling non-stop They ran the perfect play, but only they won Repost so more degens see this rug and follow me

$ALPHA – ONE OF THE BIGGEST RUGS OF 2025? Scammed over $20M 100+ wallets with 0 buys, only sells Pro team played it smooth: Twitter farmed with engagement bots Botted influencers shilling non-stop They ran the perfect play, but only they won Repost so more degens see this rug and follow me

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I’ll buy more $IMG if this post gets 50 reposts and 100 new followers – let’s run it Just follow me & retweet

I’ll buy more $IMG if this post gets 50 reposts and 100 new followers – let’s run it Just follow me & retweet

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$HONEY reminds me of $PNUT and $FRED a strong narrative It’s already done over 10xfrom my entry, and it’s flying to the moon Are we waiting for the next big token? All my calls are in my Telegram

$HONEY reminds me of $PNUT and $FRED a strong narrative It’s already done over 10xfrom my entry, and it’s flying to the moon Are we waiting for the next big token? All my calls are in my Telegram

15,534 次观看

Videos

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Steve Ballmer screamed one word 14 times in 1999 and is now worth $126B The clip runs 57 seconds blue shirt soaked through, voice already gone, a 43-year-old executive bouncing across a stage like the building was on fire. He asks the room what the $64,000 question is, then answers it himself. Developers, developers, developers. For 25 years that was the joke ringtones, remixes, a man losing his mind over a software framework. What the joke missed is that he was the only person in the building paid to be right about it. Ballmer walked into Microsoft in 1980 as employee number 30, a Stanford business school dropout with no engineering degree, hired to sell. Gates handed him a $50,000 salary and roughly 8% of the company. He never sold the 8%. While Gates moved $100B+ into a foundation, Ballmer just sat there through the antitrust years, through Vista, through the $7.6B Nokia writedown, through 13 years of a flat stock and a press corps calling him the worst CEO in tech. Then the cloud arrived and the shares he’d held since before Windows shipped went up more than 10x. He owns about 4% of Microsoft today. That one stake is worth more than the Clippers he bought for $2B in 2014, more than every paycheck he ever collected, more than Bill Gates has left after 25 years of giving it away. The sweating man on stage wasn’t hyping a framework. He was telling 1,000 people exactly where the money would sit for the next 40 years, and they laughed. The clip is still a joke. The 8% never moved. The salesman ended up the richer friend.

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2,416,107 次观看 • 11 天前

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Billionaire David Rockefeller came from the family that ran the world for 100 years and in 1995 he explained how, on camera, smiling. His grandfather John D. Rockefeller was the richest American in history, and by the time David sat down with Charlie Rose, the family had spent a century inside banks, museums, universities and the White House itself. He had no title and no office, just 35 years at the top of Chase Manhattan and a habit of knowing everyone 200,000 index cards on 100,000 people he’d met personally. Then he started talking, and every answer was a demonstration of quiet power. New York’s new deputy mayor for development turned out to be his old colleague, and Rockefeller admitted he “did have a little to say in persuading him to come” meaning he placed a man inside City Hall and mentioned it mid-sentence, like weather. The mayor was now meeting 6 corporate executives every 2 weeks to discuss the city, in a room Rockefeller himself built through his New York City Partnership. Then a museum needed a federal building, the Customs House, and the chairman told him only 1 person on earth could unlock it the President. So Rockefeller saw the President and mentioned it, and the museum opened the very day of this interview. City Hall, a federal building, the White House all in 1 hour of conversation. Clinton was still 2 months from inauguration when this unelected 77-year-old laid out the agenda on air: cut capital gains, raise the gas tax, give business “a fair deal.” He’d founded the Trilateral Commission and chaired the Council on Foreign Relations, and presidents had taken his calls for 50 years. People built entire conspiracy theories around him secret meetings, shadow governments, world control and 10 years later in his memoirs he answered them himself: “If that’s the charge, I stand guilty, and I am proud of it.” The strangest part was never the secrecy, because there was none. He told you exactly how it worked, on television, and nobody could do anything about it. He never ran for anything he never had to.

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481,246 次观看 • 24 天前

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A Stanford 26-year-old spent 2 years turning 11,400 Obsidian notes into a neural net that finishes his sentences. It started as a folder called “misc” with 43 PDF in it. Most vaults die around 300 notes, because nothing connects and nothing comes back roughly 90% of what you save gets read once, on the day you save it. He fixed it by treating retrieval as the product and storage as the leftovers. Phase 1: Atomize (months 1-3) One idea per note, 200 words max, title written as a claim instead of a topic. “Attention is a filter, not a spotlight” beats “Notes on attention.” He rewrote 1,200 old notes this way and the vault shrank from 2,800 files to 1,600 usable ones. Phase 2: Embed locally (months 4-8) Ollama running nomic-embed-text on a Mac Mini M4, every note chunked at 512 tokens with 64-token overlap, all of it dumped into a local ChromaDB. 11,400 notes became 38,000 vectors and 1.2 GB on disk. Query time 0.4 seconds, cost $0 a month, nothing leaving the machine. Phase 3: Kill the hallucinations (months 9-14) Plain cosine search returned garbage about 30% of the time, so he bolted on a re-ranker and one hard rule: every retrieved chunk carries its source note title into the answer, and no citation means no answer. Wrong recalls fell from 1 in 4 to 1 in 30. Phase 4: Make it speak first (months 15-24) A nightly job reads the day’s writing, pulls the 5 oldest notes with the highest similarity, and drops 3 questions into tomorrow’s daily note. He stopped searching the vault somewhere in month 17 now it opens the conversation before he does. Before: 2,800 notes, 0 reused, 6 weeks per paper draft. After: 11,400 notes, 60-70 surfaced every week unasked, 9 days per draft. The whole stack is 4 pieces Obsidian, Ollama, ChromaDB, and a 40-line Python script that runs at 2 AM. Total software spend across 24 months: $0. Most people build a second brain to store things they will never open again. He stopped writing to remember. He writes so the machine can remind him.

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168,899 次观看 • 14 天前

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Warren McCulloch modeled the first neural net in 1943 and asked only 1 question his whole life. He was 19 in 1917, raised for the Episcopal ministry, soaked in theology, until mathematics seduced him. His defense was that the ideas in the mind of God are logic. The question never changed. What is a number that a man may know it, and a man that he may know a number. He cracked the first half and admitted on camera the second half never came. So he settled for a frog, opened its eye at MIT and asked what it tells a frog’s brain. He said your brain is not a sequential machine and not a parallel one either. It is the mouth of the Nile, every stream mixed with every other stream before the water reaches the sea. Anastomotic, the old Greek word, the only one he had for it. Then he said the part nobody quotes. You run well to 16, and after that thousands of neurons die per day. He guessed 10% of the big cells in his own cerebellum were already holes filled with glia. He built the theory to survive that, a cell dying, firing pip pip pip, quitting, the system holding. His family still reaches 100. The interviewer pushed and said a machine will never love your 2 grandchildren the way you do. McCulloch answered that if he could do it, a mechanism could do it. Man won’t survive forever, he said, the sun makes that improbable, something else comes. The machines would be standing on our shoulders. He said it beside a lake he built himself 30 years earlier by damming a stream. His last words on the tape were don’t shake the table.

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77,729 次观看 • 17 天前

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A billionaire worth $8.1B spent nearly 40 years hunting down every copy of a 1987 film that showed him making $100 million in 1 afternoon. The film is called "Trader" 58 minutes shot in 1987, when Paul Tudor Jones was 32 years old and running $125 million with 22 employees. His right-hand man was 27, and Paul was the oldest person in the office. The cameras caught everything: the Bruce Willis sneakers he wore for luck, the turkey on his Virginia farm that thinks it's a dog, the day he lost $6 million before 4 PM and called it "total devastation." And 1 chart. His economist punched thousands of Dow prices from the 1920s into a computer and overlaid them on the 1980s the correlation came out at 92.2%. The chart said the market was living in August 1928, and a crash was coming. 7 months after filming, October 19, 1987 happened: the Dow dropped 22.6% in a single day. Jones was short. His fund returned 125% that year, his cut was roughly $100 million, and he became a legend before turning 33. Then he turned on the film. PBS aired it once before Jones bought the rights and pulled it. When VHS copies surfaced, he reportedly paid $1,000 apiece to buy them back, and when it leaked online, his lawyers filed takedowns for decades. The $125 million fund became $8.1B, and the 32-year-old became an icon. But the film shows what came first: a kid screaming into 2 phones, guessing, bleeding, praying to lucky sneakers. He built an $8.1B fortune on 1 trade then spent 40 years burying the footage of how raw it looked.

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68,063 次观看 • 22 天前

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Obsidian + method Karpathy + Claude Code = a quantum second brain that talks back. Most second brains are graveyards you clip 300 articles, tag 80 notes, build a graph that looks like a galaxy, then never open it again. Karpathy fix is stupid simple: 1 file, append only, new thought on top, review by scrolling no folders, no tags, no 40-minute “PKM setup” videos. The capture layer is 1 Obsidian vault with 1 file called stream md, where every idea, quote and link lands in under 10 seconds, because anything slower and you quit by day 4. Once a week Claude Code reads the whole vault from the terminal with 1 prompt “find the 5 ideas I keep circling without noticing” and sees patterns across 6 months you can’t hold in working memory. Instead of searching keywords you ask questions like “what did I think about agent pricing in March,” and Claude greps 4,000 notes and quotes your own words back with file paths. Then the vault becomes context drafting a post, a pitch or a spec, Claude pulls in your past thinking instead of generic internet mush, and your output starts sounding like you, compressed. The first week feels pointless at 20 notes, month 1 brings the first “wait, I already solved this” moment, by month 3 Claude connects 2 notes written 70 days apart and that connection becomes your best post of the year, by month 6 you stop asking Google things you already answered. The whole setup costs $0 in software and 1 evening. Notion sells you a workspace, Obsidian gives you files, Claude gives them a voice. Everyone rents a second brain this one lives on your disk and grows. You wrote the notes, and now something finally reads them.

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68,836 次观看 • 28 天前