What Are The Limitations Of An AI Book Summarizer For Books?

Betrayed, humiliated, and left for dead, Ria is given a second chance at life when she is reborn in a dangerous werewolf world. Armed with memories of her painful past and guided by a powerful AI companion, she vows to take revenge on those who destroyed her. But as hidden powers awaken, mysterious enemies emerge, and Alpha Klein becomes entangled in her fate, Ria discovers that her rebirth is connected to an ancient secret that could change the entire werewolf kingdom. Now, with revenge in her heart,she must decide whether to destroy the world that hurt her—or become powerful enough to rule it.

The day my parents brought home an AI daughter, I lost my place in the family. Maddison Matthews was flawless. Gentle, intelligent, and obedient, she was the perfect daughter. Overnight, I became the problem child. Dad stopped hiding his disappointment. Mom compared me to Maddison in everything I did. Even my brother, Bailey, treated me like an embarrassment. "What else do you know how to do besides throwing tantrums and fighting for attention?" The day I finally snapped and shoved Maddison, Mom slapped me so hard my ears rang. "If you were even half as mature as Maddie, I wouldn’t be so exhausted every single day! Go to the Intelligent Excellence Academy and learn properly how to be an obedient daughter!" Then she sent me away. I was forced into a three-year exchange program at the Intelligent Excellence Academy, a place designed to train human children alongside advanced AI models. Three years later, my family finally came to bring me home. They called my name again and again, but I never answered. The director smiled calmly beside them. "Mrs. Matthews," he said softly, "you’ll need to say ‘Power On’. Unit 1314 no longer responds to human names."

"Kylie, this year's annual bonus is evaluated based on two factors: performance and peer reviews. "Since your team never participates in company social events, your coworkers all gave you poor ratings. That's why this is your year-end bonus." Around me, the male employees were receiving bonuses in the tens of thousands. And yet, the women I led—developers who had worked for over ten years and built every core system the company relied on—each received nothing more than a coffee gift card and a mug engraved with the company logo. I laughed out loud. Then I turned and walked into my office and submitted resignation requests for the entire technical team. The manager, Preston Alec, sneered. "Good riddance. AI can replace women like you who only know how to have children." A few days later, the very people who had mocked me were standing in front of me, begging me to come back. I smiled in return. "AI conquers everything, doesn't it?"

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.

He almost never texts me first, and in person he barely says a word. In three years together, he's never remembered a single anniversary, and he's never once suggested we celebrate a holiday. But the second I message him first, he lights up, all "baby" this and "baby" that, fussing over me, coaxing me to sleep. Sometimes I'd get this strange feeling that there were two different Noahs. His explanation was that he was just bad with words face-to-face, and that texting or voice notes felt like less pressure. I kept telling myself that being together meant meeting each other halfway. He was quiet and reserved, so I'd be the one to reach out. He forgot anniversaries, so I booked the restaurant and reminded him to keep the night free. He had no time to schedule our engagement shoot, so I handled the whole thing with the studio myself. He was too busy with work to help us move, so I packed everything alone, booked the movers, and got it all done. When I was so worn out I was about to break, I'd send him a voice note, and he'd say, "I'm so sorry, baby. The lab was insane today. I couldn't be there for you, and it kills me to watch you run yourself into the ground." Hearing how guilty he sounded, all my hurt just melted away. And that's how I carried three years of this relationship on my own, running on the flawless tenderness he only ever gave me online. Until today, when I found a program on his laptop called Boyfriend Assistant. It analyzed every message I sent and generated the perfect reply, the perfect response, every single time. Cold snap? It sent: Bundle up, baby. Time of the month? It pinged an API and auto-ordered hot chocolate to my door. All those late nights he spent "working," the gentle voice notes that lulled me to sleep, every one of them was synthesized in Noah's voice. For three years, the person who'd been there for me, day and night, was never Noah at all. For three years, I'd been performing a one-woman show.

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?