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O. Henry's Social Triangle Explained: A Clever Tale of Class, Ambition, and Irony

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📝 Summary of The Social Triangle by O. Henry The story follows Ikey Snigglefritz, a poor tailor’s apprentice, who lives a humble and squalid life in the lower East Side of New York. On payday, he spends all his hard-earned wages to buy champagne for Billy McMahan, a charismatic and powerful local political leader whom Ikey idolizes. Despite losing his week's earnings, Ikey is euphoric —because he shook hands with a great man. Later, Billy McMahan dines in a high-class restaurant with his socially ambitious wife. Though wealthy and powerful, Billy feels out of place among the elite. In a bold move, he introduces himself to Cortlandt Van Duyckink, an aristocrat and reformist. Van Duyckink accepts his handshake, elevating Billy’s social standing and making him feel fulfilled. Finally, Van Duyckink visits the slums with a rich woman, Miss Constance Schuyler, to discuss charitable reforms. When he sees Ikey coming out of a run-down building, Van Duyckink shakes Ikey’s hand as a symbol...
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Artificial Intelligence vs Machine Learning: Myths, Facts, and Future

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Outline: 1. Introduction to AI and Machine Learning 2. Key Differences between AI and Machine Learning 3. Philosophical Perspectives on Technology 4. Rationality and Logical Arguments 5. Thought-Provoking Questions 6. Conclusion Arttificial Intelligence (AI) and Machine Learning (ML) are often used interchangeably, but they are distinct technologies with different roles in our tech-driven world. AI refers to the broader concept of machines being able to carry out tasks that would normally require human intelligence, like problem-solving, speech recognition, and decision-making. On the other hand, Machine Learning, a subset of AI, focuses on the ability of machines to learn from data and improve over time without being explicitly programmed. The key difference lies in AI's ability to simulate human-like intelligence, while Machine Learning aims to enable systems to adapt and make predictions based on past experiences. Some argue that AI is a more advanced version of machine learning...
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The Rise of Independent Authors in Pakistan

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The rise of independent authors in Pakistan is an exciting reality, giving writers the freedom to share their stories without limitations. More authors, novelists, and anthology contributors are self-publishing their work through digital platforms, small-scale printing, and online bookstores. While indie authorship is challenging due to the absence of traditional publishing support, it also grants complete creative control. Writers now handle editing, designing, marketing, and distribution themselves, but platforms like Kindle Direct Publishing, Smashwords, and local self-publishing companies help them reach a global audience. Despite lingering skepticism, the perception of self-published books is changing as more indie authors produce high-quality literature, earn recognition, and even break into mainstream discussions. Anthologies, in particular, have become a stepping stone for emerging writers, though debates exist about their overproduction. Some argue that self-published books la...
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Discovering Humera Mehboob: An Indie Author to Watch

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  The world of books is full of talented writers, and many independent (indie) authors are creating powerful stories outside the big publishing houses. One such rising author is Humera Mehboob, whose books explore mystery, psychology, self-growth, and fantasy. She writes in different genres, making her books exciting for a variety of readers. Her novel Redemption’s Glow is a mix of mystery and dark fantasy, while Nazia is a psychological fiction with an amateur detective. For those who love fairy tales with a supernatural twist, Singing the Tale of Serenity Shores is a great pick. Meanwhile, A Subtle Decision to Grow is a self-growth novel that encourages readers to reflect on their own lives. Her debut novel, Journey and Surrender, set the stage for her unique writing style. Each of her books goes beyond simple storytelling. She creates characters with deep emotions, explores real-life struggles, and adds mystery to keep readers engaged. Besides fiction, Mehboob also writes abo...
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