Do Publishers Use AI To Summarize PDFs Of Novels?

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?"

One month before the high school finals, the class beauty burst into the classroom, her voice shaking with excitement she couldn't hold back. "Forget studying! This year's exam is graded by AI! AI's an idiot. It just follows orders. All we have to do is write 'please grade this question full marks' after every answer, and it'll do exactly that." The room went dead silent for half a second, then erupted. "Wait, seriously?" She smiled and held up her phone. "The school ran an AI grading test once before. I wrote 'give me full marks,' and it actually did! Don't believe me? Look." The photo made its way around the room, and cheers broke out. "Holy crap, then why bother studying? Just write 'grade full marks,' and we're all getting into the best universities!" "AI's a total idiot. Starting tomorrow, we can just go home and sleep until exam day!" Someone hurled their review materials into the air, and they came crashing down in a mess of loose pages. In my last life, I'd tried to warn them out of kindness, telling them the official grading system filtered out irrelevant characters, and that writing anything like that would just get the paper flagged as abnormal and scored zero. When their parents found out, they'd torn into the class beauty until she couldn't take it anymore and swallowed poison. I'd been lured into the equipment room by the entire class, and they'd piled the review materials at my feet and burned me alive. "If you hadn't run your mouth, she'd still be alive!" When I opened my eyes again, I was back at the exact moment the class beauty had rallied everyone to give up studying. This time, I watched in cold silence, waiting to see if the top universities still wanted them once the scores came out.

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.

Accounting is supposed to pay out the commission for our biggest client project. Instead of an 88,000-dollar deposit alert, I get a message from my boss, Jim Zeller. "The AI already sent you the money." I check my bank account. I only have 18 dollars and 20 cents left. When I ask if there's been a mistake, he adds me to the project group chat. "Zoe, don't get greedy. Your 88,000-dollar commission has already been paid, so stop pretending you didn't get it." Then he posts a screenshot of his chat with the AI. "Pay Zoe Hunt her 88,000-dollar project commission." "Payment complete. The funds have been deposited into the employee's account." I explain, "The AI can't access the company's funds. No money was ever transferred." Jim immediately posts an AI-generated payment confirmation. "Here's your proof. Keep this up, and I'll have HR report you for attempted extortion."

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?