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Mia Khalifa was a 21-year-old Lebanese college student when the industry contacted her online. She filmed 11 scenes in 3 months, received death threats from across the Middle East, and made $12,000 total while companies earned millions off her name for years after she left. One scene with a hijab nearly got her killed. The internet never forgot her. She never got paid for it. In the document below a full profile traces how a regular student became one of the most searched names on the internet - and what that fame actually cost her. Born in Beirut in 1993. Normal student life in Texas. Then contact from the industry online at 21. Within weeks of her first scenes she was one of the most searched performers in the world. The career lasted 3 months. The fame never went away. One scene filmed in a hijab went viral across the Middle East. ISIS threatened to behead her. She left the industry. The content kept circulating. The money kept going to other people. She has spoken openly about feeling exploited. About a 21-year-old student being contacted online and not being told what permanent internet fame actually meant. She rebuilt - sports commentator, businesswoman, social media personality. But the searches still happen. The money still goes elsewhere. Was Mia Khalifa a p*rn star, or a 21-year-old who signed something she didn't fully understand and spent the next decade paying for it?
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Elvis Presley started dating Priscilla when she was 14 and he was 24. He moved her in at 15, gave her sleeping pills to survive school, and kept her in a freezing, pitch-black bedroom for days. Controlled her clothes, hair and makeup. Gave her a black eye. Threw a chair at her. And refused s*x for six years because he wanted her a virgin until marriage. In the video below Priscilla sits down with Barbara Walters in 1985 and describes what life inside Elvis Presley's world actually looked like. She was a teenager on a military base in Germany when they met. Her parents tried to say no. She threatened to sneak off anyway. By 15 she was living in Graceland, crawling into his bed at 3am, dragging herself to high school a few hours later. He slept until the afternoon. She took pills to function. He gave them to her. He once gave her two sleeping pills and she was knocked out for two days. He had been taking the same dose for years and didn't think anything of it. For six years he refused to sleep with her. Not because he wasn't attracted to her - they took Polaroids, acted out fantasies, kissed for hours. But the woman he married had to stay a virgin until the wedding. She said she begged him. Wrote in her diary: please don't make me beg. The night she married him she was finally allowed. Nine months later she had a baby. Then he stopped again. He couldn't see her as both a mother and the girl he desired. She'd lie in bed in a black negligee, kiss his hands, his face. Then his sleeping pills would kick in. Another lonely night. She left him for her karate teacher. Elvis said he wanted the man killed. She believes he meant it. Was Elvis Presley a legend who lost himself, or a man who took a 14-year-old girl and shaped her into exactly what he needed?
Readers added context they thought people might want to know
Priscilla met Elvis at 14 in 1959 in Germany. She moved to Graceland in 1963 at 17 (to finish high school), not 15. Many details including the pills and no sex until marriage are from her 1985 memoir Elvis and Me and related interviews. en.wikipedia.org/wiki/Priscilla… harpersbazaar.com/culture/art-bo…
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Lana Rhoades grew up in a small town in Illinois, got married at 18 to escape her home life, left her husband, moved to Chicago and started doing webcam. Within months she was in LA shooting p*rn. Within two years she was the most searched woman on the internet. She quit the industry at 21, started a podcast, got pregnant by a crypto millionaire who ghosted her, and is now raising a son alone while her old videos get a billion views a month. In May 1997 Bad Boy Magazine put her on the cover - Volume 4, Issue 6 - and called her "The Internet Sensation." The interview inside was titled: Lana Rhoades on Fame, S*x and Freedom. She entered the industry at 19. Her first scene went live and she became recognizable overnight. Said she didn't fully understand what that meant until it was too late to take it back. She's talked about being pressured into scenes she didn't want to do. About managers who told her what she had to agree to if she wanted to stay relevant. About the gap between what the industry looked like from outside and what it felt like to be inside it at 19. She left at 21. Said she felt free for the first time. Then came the podcast. Then came Mike Majlak. Then came the pregnancy and the disappearing act. She named her son Milo. She raises him alone. Her old content still generates more traffic than most active performers combined. Did Lana Rhoades find freedom when she left the industry, or did the industry make sure she could never fully leave?
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Jonah Falcon has the largest recorded penis in the world - 9 inches flaccid, 13.5 inches erect. He triggered a security alert at San Francisco airport when TSA agents thought he was smuggling contraband. He's been single since 1996. Celebrities have called him. Porn studios have offered him contracts. He turned them all down because he can't perform in public. In the video below he sits down with Philip and Holly on British morning television and answers every question the audience was too embarrassed to ask themselves. He said between 19 and 25 he was completely promiscuous. Men, women, everyone. Said it took him years to realize he was just using it to boost his self-esteem. When he figured that out he crashed, gained weight and stopped caring. Women who sleep with him once out of curiosity rarely come back. The ones who stick around are older women - more experienced, looking for something beyond the novelty. He said the airport incident started because he told a friend about the delay as a joke. Didn't expect it to go viral. The TSA scanner showed an outline. Agents asked if he was sure he'd emptied his pockets. He said yes. They told him he appeared to have some kind of growth. He explained. They hustled him through immediately. He was asked if he'd change anything. He looked down and said no. Said when he looks at himself he doesn't see anything special. But he still enjoys having something special. Does size actually matter, or did Jonah Falcon spend 30 years proving that having too much of something can be just as complicated as not having enough?
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Jenna Jameson pulled her own braces off with pliers at 17 to get into a strip club. Built a $30 million adult entertainment empire from scratch. Ran her own production company Wicked Pictures. Became the first p*rn star to cross into mainstream Hollywood. Had twins with UFC fighter Tito Ortiz - lost custody after their breakup. Struggled with methamphetamine addiction. Multiple marriages and public breakdowns. Eventually converted to Christianity. In April 2004 she was on the cover of Good Boy magazine - Volume 1, Issue 1 - labeled simply "The Adult Film Legend." At that point she was at the absolute peak of her career. Worth $30 million. The most recognized name in her industry worldwide. Charlie Sheen was chasing her number through intermediaries. Matt LeBlanc chased her down on Laurel Canyon Boulevard. She turned them both down. She said she didn't get into the industry to prove anything. Said she was just there for the sex and it paid the rent. Said she'd like the word capitalized in the dictionary the way Madonna is. The magazine that put her on the cover didn't survive past its first year. Jenna Jameson outlasted all of it. Was she the most powerful woman in an industry built to make women powerless, or did the empire she built eventually cost her everything that mattered more?
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Anna Nicole Smith married an 89-year-old oil billionaire at 26. He died 14 months later. She fought his family all the way to the US Supreme Court and never saw a dollar. Started in a strip club, became Playboy's Playmate of the Year 1993. Her 20-year-old son died of an overdose in her hospital room three days after she gave birth. She died five months later at 39. Same cause. In the video below, she sits down with Jay Leno in one of her last major TV appearances - and for a few minutes she just seems like a woman trying to figure out who she is. She had just lost 69 pounds. Was promoting TrimSpa. Laughing. Flirting with the audience. Said she gained the weight after her husband died because people didn't believe she actually loved him - and every court appearance sent her straight to the refrigerator. She talked about sex, champagne and not being sure what happened in New York recently. She showed Leno her tattoos. Launched a clothing line with Von Dutch. Said nerdy guys are actually great. Said she'll take anyone who will have her at this point. Leno told her she was beautiful and intimidating. She looked genuinely surprised. Three men fought over who fathered her daughter after she died. A DNA test confirmed it was photographer Larry Birkhead. The daughter she gave birth to that week - the same week her son died in her hospital room - grew up without either parent. Was Anna Nicole Smith a woman the world laughed at when it should have been paying closer attention, or did she simply never find a way out of the life she built?
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At 18 Vanessa Del Rio was programming computers. Then stole cars across America for two years, got arrested, ended up on the streets of New York as a prostitute, moved to strip clubs, shot her first adult film for $150 to cover rent. Over 100 films. One of the biggest names in the industry. Arrested for drugs. Did time. Quit when AIDS hit and producers still didn't care. In the video below, she sits down for a rare 1986 TV interview - and says something nobody expected her to say. The only real victims in p*rnography are the people in front of the camera. She said you lose something of yourself. Said she didn't know how to love because she was channeling everything through the camera. Had to shut down certain emotions just to function - and didn't realize what that cost her until years later. She grew up with violence at home. Father beat her. A relative made advances on her as a child. None of it came into focus until she was sitting in a jail cell after a drug arrest, looking at her life from the outside for the first time. She started bodybuilding in jail. First decision she'd made purely for herself in years. Retired at the peak. Not because the money stopped. Because she grew out of it. Said the industry had gotten worse since she left. Women coming in by the truckload. One-day shoots. No budgets. Just a meat market. She saw it clearly now because she was finally outside it. Is Vanessa Del Rio proof that you can build an empire out of something and still walk away whole, or did she just get out before it finished taking what was left?
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At 13 she was already working the streets of Los Angeles for a pimp. Her mother was in the game. Her father was in prison. Foster care at two months old, juvenile halls, no school, no options. By 23 she had six pimps, two kids fathered by one of them, and a man's name tattooed across her face in jet black because he owned her and wanted everyone to know it. In the video below she sits down and tells the story nobody on the outside ever actually hears. Her nightly quota was $1,500 to $2,000. At $40 to $60 a date. She never missed it. Stayed out no matter how cold it got. Every dollar went straight to the pimp - a room, food, a new outfit. That was her cut. The face tattoos were branding. One pimp put his name on her cheek. When a friend messaged her on Instagram she got beaten - just for that. Just for someone reaching out. She had six pimps across ten years. Left each one when surviving them became harder than surviving the streets alone. Then a man named Mark started paying for things. Said he wanted to help her get out. She took the money. He later called it manipulation - said she was running him while still letting her pimp come to her home. She didn't deny it. Said it's not that easy to cut someone off when that's been your whole world since you were a child. Said most people hear the word prostitute and think they already know the story. Said they don't. Is she a victim of a system that failed her from birth, or did survival turn her into something the system now uses to justify ignoring her?
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Seka starred in over 200 adult films and owned 7 sex shops before she ever filmed a single scene - watched the films she was selling and decided she could do it better. Worked with John Holmes. Dated Sam Kinison. Quit when producers wouldn't pay her rate. Then the AIDS epidemic hit and producers still weren't taking precautions. She walked away for good rather than die for people who didn't care if she lived. Then a TV host told his audience he didn't understand how someone like her could be insulted. She'd already left by the time he said it. In the video below, the full exchange plays out - and it's one of the most uncomfortable moments in American television history. She came on as a legitimate businesswoman. The host ignored all of it. He pushed her on the Meese Commission report - the Reagan-era study claiming 90% of hard p*rn distribution was mob-controlled. She pushed back. Pointed out the only two dissenters were women. Said if adult content promotes antisocial behavior then so does Rambo. The host didn't want a debate. He wanted a target. She got up and left. He came back from commercial, looked at her empty chair and told the audience he didn't know how someone who had done what she'd done could be insulted by anything. The audience groaned. A woman who built a million-dollar empire, quit when the money wasn't right and walked away when her life was on the line - dismissed on national television in thirty seconds. Was the host voicing what most of America was thinking in 1987, or just proving that success means nothing if the room has already decided what you are?
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Chanté's father spent his life in prison. Her mother had her children taken away twice. By 20 she was escorting in Los Angeles with a pimp hiding in hotel bathrooms with a loaded gun. One night a client spotted him. They fought over the weapon. It went off - bullet grazed the client's face. Both men ran. She was left alone in the room covered in blood. Fingerprints matched. Six LA detectives flew to Washington to bring her back. First time she'd ever been on a plane. She was 20 years old facing 25 to life. In the video below, Chanté tells her story unfiltered - including what she calls the best moment of her entire life. She robbed a client for $20,000. Got a breast augmentation. Flew to Jamaica to meet a new pimp. That's her highlight reel. The industry she worked in operates in the shadows of every major American city. Women like Chanté enter it young, broke and without options - and exit it in handcuffs, in body bags or not at all. She was one of the rare ones who walked out of a county jail with a story instead of a sentence. She spent four months in LA County jail while prosecutors debated attempted murder charges. Said the cell was the first time in years she had nowhere to be and nobody telling her where to go. Some women in there had been cycling through the system since they were teenagers. She describes the gun, the blood, the detectives and the cell with the same casual tone most people use to describe a bad week at work. No rage. No regret. No moment where any of it seems to land. Just a woman recounting the years that shaped her like she's reading someone else's story. Is Chanté a product of a system that failed her before she could fail herself, or did she make every choice that brought her to that hotel room?
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Richard Ramirez - the Night Stalker - crept into homes while families slept. 13 murders. 5 attempted murders. 11 s*xual assaults. 14 burglaries. A Satanist who drew pentagrams on crime scene walls and shouted "Hail Satan" at the judge. Caught not by the LAPD but by ordinary people who recognized him from a newspaper photo, chased him down and beat him bloody in the street. Died in 2013 at 53 - never executed, never remorseful. In the video below, Ramirez sits down for a rare death row interview - and refuses to discuss his own crimes while casually explaining exactly what creates a serial killer. He said it comes down to a recipe. Poverty. Drugs. Child abuse. Frustration and anger that builds until one day a person explodes. He said this about himself without saying it about himself. A prison friend revealed what Ramirez told him behind closed doors: that he needed to associate gruesome violence with s*x to feel anything. That without it he felt crushed by his own desires. When asked directly why he killed those people he said: no comment. Then said: to kill. It's as simple as that. When asked if he cared what happened to him he said no. Said he never did. A man who crept through windows while families slept, sitting in a prison chair explaining the psychology of serial killers like he was reading from a textbook. Was Richard Ramirez born wicked like he said, or did something make him that way long before Los Angeles ever heard his name?
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Eric Smith was 13 when he lured a 4-year-old into the woods, strangled him and beat him to death with rocks. Four days later he walked into the police command center offering to help solve his own murder. Two days after the funeral he confessed. His motive: he saw a blonde kid and wanted to hurt someone. Sentenced to 9 years to life. Released after 28 years in 2022 at age 41. They called him the Freckle-Faced Killer. He's now living in Queens. In the video below, 48 Hours revisits the case - and asks the question nobody could answer in 1994. Why did he do it? Smith had been bullied his entire childhood. Red hair. Freckles. A target from day one. He said he saw Derek that day - a small blonde boy with a lunch bag - and something snapped. He couldn't explain it beyond that. He appeared before the parole board every two years starting in 2002. Each hearing forced Derek's parents to relive the murder from scratch. Denied. Denied. Denied. Then October 2021 - after 28 years - the board finally said yes. He walked out February 1st 2022. Now he says he wants to get married. Start a family. Counsel kids who were bullied the way he was. Derek Roby never made it to age 5. Was Eric Smith a broken child the system failed before he ever hurt anyone, or is this the kind of story where walking free after 28 years is simply the wrong ending?
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Mia Malkova - one of the biggest names in the adult industry - has over 5 million followers, multiple AVN Award wins including Female Performer of the Year and a Twitch gaming career that hit 500,000 subscribers before the platform banned her. In the video below she reveals the one experience in her entire career that genuinely terrified her - and what she did to her body afterward because of it. One scene with performer Mandingo left her so physically overwhelmed that she immediately booked laser tightening treatments afterward. Not for medical reasons. Just because mentally she couldn't move past what had happened without doing something about it. She said it scared her that much. Said she'll never do it again. The conversation then shifted to something nobody in the industry usually admits - that performing with someone less compatible actually produces better content professionally because it extends the shoot. Less sensation means longer performance. She and her partner both agreed on camera. Then came the part that stopped the interview cold. She admitted she still gets jealous on set. Said it's human nature. Said even after years of open relationships and rationalizing - the jealousy is still there. She just learned not to flip out mid-scene. Said she can control it. But it never goes away. One of the most famous performers in the world admitting that no matter how much you normalize something - biology doesn't care. Is Mia Malkova proof that you can build an entire career around something and still not be fully wired for it?
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Tom Hardy is one of Hollywood's highest-paid actors whose films grossed over $2 billion combined. His most iconic role was playing Charles Bronson - a man who has been in solitary confinement since 1974, took hostages 11 times, beat prison guards with his bare hands, tore roofs apart and does up to 6,000 push-ups a day in a cell the size of a bathroom. Never killed anyone. But the British prison system built a cage inside a cage specifically for him because nothing else could hold him. At 6am one morning Hardy called him to talk about a breakup. In the video below, Hardy reveals what Bronson told him - and it's the most useful thing anyone has said about letting go. Hardy told him straight. He'd just split from his girlfriend. Said he couldn't be with a woman and couldn't be without one. Said he kept repeating the same pattern in every relationship expecting a different outcome. Said he knew it went back to his mother. Said he needed releasing from it and didn't know how. Bronson listened. Then told him a story. A boy got his foot stuck in a drain during the Oxford floods. The river kept rising. People tried to help. They couldn't get him out in time. He drowned. Hardy said that wouldn't have happened to him. Bronson asked why. Hardy said he'd have cut his foot off. Bronson said exactly. Sometimes you have to cut a piece of yourself off - no matter how much it hurts - in order to grow. In order to move on. The most feared man in the British prison system gave Hollywood's biggest star the clearest advice about heartbreak anyone has ever put into words. Is Bronson right - or is there another way through that doesn't cost you a piece of yourself?
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Lonnie Franklin Jr. was a garbage truck driver, a family man and a churchgoer who spent 25 years picking up women off the streets of South LA, killing them, and going home for dinner. He collected nearly 1,000 photographs and hundreds of hours of video footage of his victims. Police called him the "Grim Sleeper" - his killings went quiet for 14 years before starting again. Nobody noticed until the DNA connected everything. When police searched his house they found those photos and videos. Many of the women were naked. Investigators didn't know how many were still alive. They released 180 images to the public just to find out who these women were. In the video below, detectives sit Lonnie Franklin down in an interrogation room and lay photographs on the table one by one. A different dead woman with each slide. His DNA on every single one. He said he didn't know any of them. First photo. Never seen her. Second. No idea. Third - 1988 - never seen her in his life. Fourth. Fifth. Sixth. Each time his DNA. Each time the same answer. The detective leaned forward and said: "You're insulting my intelligence." Franklin sat there calm as a man waiting for a bus. No explanation. No emotion. Just no. One victim survived a bullet to the chest. Her testimony became one of the most important pieces of evidence in the case. The LAPD finally caught him through his own son's DNA at a fast food restaurant. Convicted in 2016. Died in prison in 2020. Was Lonnie Franklin a calculated predator who believed he'd never get caught, or did the city of Los Angeles spend 25 years looking right past him?
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Gerard Schaefer was a sheriff's deputy in Florida. He used his badge to pull over young women on the highway. Police eventually linked him to the murders of up to 110 people - making him potentially the most prolific serial killer in American history. He was convicted in 1973 and sentenced to life. Another inmate killed him in prison in 1995. He got the job 28 days before his first known victims escaped. In the video below, investigators and survivors describe what it was like to sit across from Gerard Schaefer - and why every person who interviewed him walked away feeling like something had been done to them. He sat in that prison chair with a smirk on his face and said the accusations were false. Said nobody ever managed to come up with 34 names, jurisdictions or any real evidence. Said his only conviction was based on the testimony of one victim's mother. Said with visible satisfaction that after all these years - nobody could prove a thing. He said this while two women who had escaped his ropes were still alive to tell the story. One investigator said he felt psychologically raped just by being in the same room. Another said Schaefer would look you dead in the eyes, smile, and you'd know - he wanted to kill you right then and he found it funny. He got the deputy sheriff position because of his appearance. Wholesome. Charismatic. The kind of face that made people feel safe. 28 days into the job he called his own sheriff on a Saturday morning. Said he'd picked up two teenage hitchhikers, taken them into the woods, tied them up, told them he was going to sell them into slavery - then left to frighten them and came back to find they'd escaped. The sheriff fired him immediately. The girls who got away were the lucky ones. Investigators believe over a hundred others were not. He denied it all until the day another inmate ended his life in 1995. Smiled through every interview. Never stopped being proud of the fact that nobody could name his victims. Was Gerard Schaefer the most dangerous man ever given a badge, or did the system hand a predator the perfect weapon and simply look away?
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Ozzy Osbourne bit the head off a live bat on stage in 1982 and had to take 24 rabies injections immediately after. He snorted a line of ants off the sidewalk on a dare. Got arrested for urinating on the Alamo in a dress. Was charged with attempting to murder his own wife Sharon during a blackout he has zero memory of. Was fired from Black Sabbath for showing up drunk to rehearsal for three weeks straight. He sold over 100 million records. Black Sabbath invented heavy metal and made $50 million before he was 30. His solo career added another $100 million. The Osbournes on MTV became the most watched reality show in the network's history. Sharon turned a complete madman into a global brand worth over $220 million. In the video below, a 1982 interview surfaces where Ozzy sits completely unfiltered and explains the bat, the dr*gs, the split personality - and why Adolf Hitler inspired his stage show. He said there are two people living inside him. Ozzy Osbourne and John Osbourne. John likes to go fishing and have quiet dinners with his wife. Ozzy bites the heads off things and 80,000 people lose their minds. On dr*gs he was direct: he took them like they were going out of fashion. Every kind. Every day for years. Then one morning decided he was wasting a God-given talent on a dope attitude and stopped. On Hitler - he said he admired the charisma. Not the crimes. The ability to move millions of people in one direction. He wanted to take that same energy and point it toward something good. The interviewer stared at him. The most dangerous-looking man in rock history - sitting in a chair talking about fishing trips and how much he loves his wife. Was Ozzy Osbourne rock's greatest madman, or just the most honest man in the room?
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SAM ALTMAN SAID AGENTS WOULD RUN ENTIRE COMPANIES - JEV JUST PROVED IT BY BUILDING ONE THAT WENT FROM BLANK REPO TO $49,589 MRR USING 7 MODELS AND ZERO HUMANS 3.12 million tokens. 7,580 requests. 0 humans involved. the spider system arc-07 starts with a single instruction and a blank repo - no team, no developers, no project managers - just jev and 7 models phase 01 is plan: opus 5.5 specs the entire system - architecture, database schema, agent routing, every file that will exist - in one pass phase 04 is code: claude code takes the spec and writes 318 files across the repo - bot/trade.py, agents/router.ts, ui/grid.tsx - shipping each one marked pass, kept, or cut - at minute 12 the MRR panel reads $7,851 by phase 08 scale: claude code clones itself into 40 parallel workers, all executing simultaneously - 29 workers, 6 collisions - the revenue panel hits $27,146 and the system is at 67% completion phase 13 is live: web closed, all rings online, 12 phases complete - handed to the spider the final screen reads $49,589 per month, compounding - cost to run the entire arc: $95.85 - margin: 97% $49,589 MRR on $95.85 of compute is $595,068 annualized on less than $1,150 a year in operating costs a16z, sequoia, yc - every firm that has portfolio companies burning $50k/month on engineering overhead should be watching this the companies that deploy this first don't get a competitive advantage - they get a cost structure that makes their competitors economically impossible to run jev didn't build a product. he built the system that builds the product, tests the product, markets the product, and ships the product while he sleeps save this before your next funding round ↓
Jev is the FASTEST AI model ever built for trading It makes calibrated buy/sell decisions in under 100 ms That is one real decision on every single block, 24/7 In this article I've shown EXACTLY how to build HFT trading system with Jev (from scratch)
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OPENAI BUILT A PERSISTENT AGENT SYSTEM AND THEN USED ANTHROPIC'S MODEL TO POWER IT - THE COMBINATION SCORES 70.6% ON TERMINAL-BENCH AND RUNS 24/7 ON 4,000 CONNECTED APPS WITHOUT STOPPING two competing companies. one system. october 2026. openai dots is the orchestrator - it plans, remembers, decomposes goals into subtasks, and keeps running until the task is done - it has long-term memory and connects to 4,000+ external apps, databases and apis claude sonnet 5.5 is the brain inside the system - dots doesn't reason or code itself, it delegates every complex subtask to sonnet 5.5 which handles the actual thinking, analysis, code generation and structured output together they score 70.6% on terminal-bench 4.0 - the agentic coding benchmark - beating gpt-4.1 at 54.8%, gemini 2.5 pro at 63.1%, and the previous claude sonnet 5 at 62.3% sonnet 5.5 alone is already 30% faster than sonnet 5 and costs 30% less per task - inside a dots workflow those savings compound across every subtask in a multi-day job the use case isn't a chatbot - it's a system you give a goal on monday and it sends you a completed report on friday dots runs the workflow, delegates to sonnet 5.5, stores results in long-term memory, learns from each iteration, and updates itself - the example in the paper shows it completing a 5-step market research workflow, sending it to notion, and saving the summary without a single human touchpoint the long-horizon task success rate chart shows the gap clearly - single model baseline hits around 40% success at day 30, dots + sonnet 5.5 holds above 80% the revenue potential is in the enterprise layer - research workflows, content pipelines, market analysis, automation that currently costs $50k/month in human analyst hours running on $0.70 per task in compute who built it: independent research team, not affiliated with any institution, combining openai's agent infrastructure with anthropic's reasoning model - published october 2026 as a technical note this is the part nobody talks about - the best systems in 2026 aren't built by one company save this before everyone figures it out ↓
opus 5.5 is the most dangerous AI model for trading right now it gives you 1M token context and always-on reasoning that can discover new profitable trading strategies for you 24/7 if you set it up correctly, you gain superpowers
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ANTHROPIC RAN THE SAME SPIDER TASK AGAINST TWO MODELS AND FABLE 5.1 FINISHED IN 6 MINUTES WHILE OPUS 5.5 WAS STILL DEBUGGING AT MINUTE 10 same prompt. same repo. clock +30 both models got one task - build an animated 3d spider in three.js, 8 jointed legs, walking gait, 60 fps, no clipping, no new dependencies opus 5.5 finished in 10:40 with a score of 7.4/10 - spider walks, 52 fps, legs clean, but it took 23 requests, 1.02 million tokens, and 3 errors to get there fable 5.1 finished in 6:20 with a score of 9.3/10 - spider walks its web at 60 fps, no clipping, 17 requests, 457k tokens, 1 error, done fable used 55% fewer tokens to build a better spider the token graph shows opus pulling ahead early - more requests, more thinking, more rewrites - and fable just quietly finishing while opus is still caching leg geometry at 7 minutes opus is still running, still at 658k tokens, still fixing errors - fable has had a live preview running for 40 seconds final scoreboard: fable 5.1 wins - 1.7x faster, 55% fewer tokens, 60 fps steady, score 9.3 vs 7.4 the smarter model isn't always the one that thinks longer - sometimes it's the one that stops thinking and ships save this before you pick your next model ↓
AX will make 1000s of millionaires in 2027. agents are becoming the gatekeepers to software. i broke down what to build and how to become AX engineers. read the full article ↓
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