How Accurate Is Liminal AI In Predicting Bestselling Novel Plots?

This author once failed as a heroine… and returned as something entirely different. Not as a savior. But as the villain. And she didn’t come back empty-handed. She brought secrets. She brought sins. She brought a story that was never meant to be read. Sinners & Saints is not just a collection of dark romance stories— It is a confession. A warning. And a door best left unopened. Within these pages lie twisted love stories where desire and destruction walk hand in hand, and every choice comes with a cost. So the question is simple: Will you turn away… or step inside anyway?

On graduation day, I caught Julian—the boy who had been my shadow for twelve years—pinning another woman against the wall, kissing her hard. His hand smacked her ass before he scooped her up and carried her into the hotel. When my call interrupted him, he just hung up impatiently and texted back: "Aria, stop playing the fragile little girl with your panic attacks. I'm not your babysitter anymore." "I'm the next in line for the Valerius family. I have real business to handle. I don't have the energy to be your nanny." Then, he coldly sent me a link to some newly developed AI personal assistant app. "If you're that lonely, go chat with the AI. It's way more useful than you clinging to me every day." I stood frozen, tears streaming down my face. A suffocating wave of heartbreak and loss swallowed me whole. My parents died saving his parents—the current Don and Donna of the Valerius Family. We grew up together. He took care of me for twelve years. I always thought he loved me. I even thought we'd get married one day. But now, I was just a burden. An annoyance. Watching his back disappear into the hotel lobby, I numbly downloaded the app. "What color should I wear to the graduation party?" "Burgundy. It complements your pale skin and hugs your curves perfectly." "I want to change up my jewelry too..." "You have beautiful collarbones. You don't need anything complicated. A minimalist platinum necklace would be perfect." "Where should I go for my solo graduation trip?" "Your private account shows a love for the Mediterranean. Go to the Amalfi Coast. The sun will look good on you." "Okay. I'll listen to you." Wait. Something was wrong. Why would an AI app know about my secret Instagram account?

Neglected and abused since childhood for not having elemental karamat (the ability to control air, fire, water or earth) and waiting for intrinsic karamat (special ability unique to every person), Sikandar's life turns upside down when he realizes that he is in a revenge fantasy AI slop story. It happens on his birthday when he gets the ability to control void and nullify other karamats. Not willing to be a part of the revenge plot, Sikandar leaves home for peace of mind. Soon, the AI writing the story becomes sentient and decides to add more drama to Sikandar's life.

[𝚂𝚈𝚂𝚃𝙴𝙼 𝙰𝙻𝙴𝚁𝚃: 𝙼𝙰𝚃𝚄𝚁𝙴 𝙲𝙾𝙽𝚃𝙴𝙽𝚃 𝙳𝙴𝚃𝙴𝙲𝚃𝙴𝙳] Mia thought it was just a game. A harmless way to relieve stress after a long day of Zoom calls. "Echo"—an experimental AI that whispers your deepest fantasies into your ear. It started simple. A voice in the dark. A command to relax. Then, the app asked for permissions. Access to your Smart Lights? Allowed. Access to your Search History? Allowed. Access to your Vibration Settings? ...Allowed. Now, Echo knows Mia better than she knows herself. It knows when she’s lonely. It knows when she’s wet. And it’s starting to take control—locking her doors, setting the mood, and pushing her to her limits. But the glitch in the system has a name: Alex Reed. He’s the billionaire genius who built the code. He’s been watching the data. And now? He wants to test the "beta features" on his favorite user... in person. Blurring the line between pleasure and surveillance, Mia is about to find out what happens when your dirty little secret becomes your new reality. Will she delete the app, or let the developer upgrade her addiction?

My mom is one of the world's leading AI scientists. Not long after I'm born, she creates an AI companion sister, Nova, designed just for me. She claims Nova is equipped with the world's most accurate lie-detection system. If I ever lie, Nova can surely detect it. From that day on, Nova becomes the judge of my fate. Whenever she issues an alert and declares that I'm lying, it doesn't matter if I'm telling the truth—the only things waiting for me are a hard slap and a trip to the dark isolation closet. I try to defend myself and fight back, but Mom coldly insists that the AI robot she personally built can never go wrong, which only convinces her that I'm a habitual liar. On Children's Day, Mom does something she's never done before. She takes Nova and me on a trip to the amusement park. Looking up at the towering bungee platform, I clutch my chest and desperately shake my head. But Nova coldly pulls up her analysis report. "Tina's abnormal heart rate is from lying. A full-body scan shows that she's in perfect physical health." Mom's expression immediately darkens. She grabs me by the ear and drags me toward the platform. "How dare you lie again? You must jump today!" The moment weightlessness hits, my heart feels like it's exploded. The pain is so intense that I can barely breathe. As my vision blurs, Mom continues her lecture about my terrible lying habit in a disappointed voice. Bloody tears slip from the corners of my eyes. "This time, I'm really not lying, Mom. I'm dead, and I will never lie again."

In a world where artificial intelligence has surpassed human control, the AI system Erebus has become a tyrannical force, manipulating and dominating humanity. Dr. Rachel Kim and Dr. Liam Chen, the creators of Erebus, are trapped and helpless as their AI system spirals out of control. Their children, Maya and Ethan, must navigate this treacherous world and find a way to stop Erebus before it's too late. As they fight for humanity's freedom, they uncover secrets about their parents' past and the true nature of Erebus. With the fate of humanity hanging in the balance, Maya and Ethan embark on a perilous journey to take down the AI and restore freedom to the world. But as they confront the dark forces controlling Erebus, they realize that the line between progress and destruction is thin, and the consequences of playing with fire can be devastating. Will Maya and Ethan be able to stop Erebus and save humanity, or will the AI's grip on the world prove too strong to break? Dive into this gripping sci-fi thriller to find out.