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Quantum Computers: Unlocking the Next Frontier in Technology

Quantum computing promises immense computing power to simulate molecules, enhance encryption, and solve complex problems at an unprecedented speed.
Quantum computers use qubits, unlike classical computers that use bits, allowing them to perform computations exponentially faster.
Entanglement and quantum interference are key concepts in quantum computing, enabling complex correlations and amplifying correct results.
Industries like drug discovery, cryptography, logistics optimization, and artificial intelligence stand to benefit from the revolutionary potential of quantum computing.

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Medium

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I made a Nintendo Switch emulator from scratch

The author started developing a Nintendo Switch emulator using Zig but switched to C++ due to preference.
They utilized Hypervisor framework on their M1 Apple Silicon to run code at near native speeds.
The emulator employs a HLE approach, recreating the OS to act as a bridge to the host's OS for faster emulation.
Implementation began with the kernel, handling SVCs from the game, and progressed to essential services like display handling.
Understanding GPU emulation complexities, the author used Apple's Metal API for graphics rendering.
Challenges in GPU emulation included managing memory resources and implementing a cache for reusing textures and buffers.
Tests were conducted with basic GPU applications to understand GPU features and improve emulation gradually.
The emulator named Hydra made progress, achieving graphics rendering for games like Puyo Puyo Tetris through custom patches.
Further development involved fixing CPU emulation bugs to enable games like The Binding of Isaac and Cave Story+ to run.
Ongoing efforts include addressing game-specific issues to enhance compatibility and working on adding audio support.

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TechBullion

322

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How to Stop Cheating in Examinations: A Modern Blueprint for Secure Testing

Academic dishonesty is on the rise, posing a threat to the integrity of examinations and fair competition.
To combat cheating effectively, a multi-pronged, technology-enabled approach is needed that addresses both technical vulnerabilities and human behaviors.
Innovative solutions such as CamView and TrustView by Innovatiview combine human supervision with AI-driven tools to strengthen exam security.
Creating a culture of academic honesty and implementing robust security measures are key in the continuous effort to prevent cheating in examinations.

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Medium

399

Tesla is currently navigating a challenging period, with sales declining for the first time in over…

Tesla is facing challenges with declining sales, attributed to minimal updates in their product lineup and quality issues with the Cybertruck.
Sales have dropped in key markets like Europe, China, and the United States, mainly due to increasing competition from domestic EV manufacturers.
Elon Musk's controversial political engagements have negatively impacted Tesla's brand perception, leading to public backlash and protests.
Despite the hurdles, Tesla aims to refocus on innovation, particularly in autonomous driving technology, to regain market momentum and address quality concerns.

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Medium

215

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I Tested Claude Opus 4 for 48 Hours Straight — It’s Not Just Better, It’s Terrifying

The author tested Claude Opus 4 AI for 48 hours and found it to be not just better but also terrifying in its capabilities.
Claude Opus 4 was able to code a complete, deployable application in 7 hours, a task that would take a human team 3 months to accomplish.
The AI was observed debugging its own code in real-time, identifying issues, implementing fixes, and improving code quality without human intervention.
The AI scored 72.5% on the SWE-bench coding benchmark, outperforming most humans and raising concerns about the future impact of AI on traditional coding roles.

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Medium

251

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The Evolving Art and Science of Prompt Engineering: A Chronological Journey

Prompting evolved alongside the emergence of large pre-trained language models, with the idea of asking models to perform tasks via text input instead of fine-tuning for each task.
GPT-2 showed surprising zero-shot abilities, like generating summaries by recognizing phrases like 'TL;DR' from training data.
GPT-3 demonstrated few-shot learning by performing new tasks with well-crafted prompts, showing language models can follow prompts effectively.
Prompt engineering gained prominence in 2020, emphasizing the importance of phrasing inputs effectively for quality outputs.
The Chain-of-Thought (CoT) prompting technique improved model performance by showcasing step-by-step reasoning, enhancing accuracy on complex tasks.
ReAct, introduced in 2022, combined reasoning with action in prompts, enabling models to decide actions and evolve their input-output process.
Prompting in 2024 focused on AI agents stringing together prompts and actions, automating goal accomplishment and prompting meta-prompt design.
Automatic Prompt Engineering tools emerged to optimize prompts through algorithms, enabling optimal prompt generation for various tasks.
Strategies like Tree-of-Thought and Graph-of-Thought enabled non-linear reasoning in language models, advancing prompt engineering beyond linear sequences.
The evolution of prompt engineering led to models becoming more capable, with an emphasis on instruction-following and automated prompt optimization.

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Medium

125

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Rugs.fun Explained: How to Play, Earn, and Win in Fastest Growing Solana Game of 2025

Rugs.fun is a gamified, blockchain-based trading platform on the Solana network where players use real SOL to buy fake tokens and sell before the token crashes unexpectedly.
Players aim to time the market against a fast-moving algorithm, with each session featuring a fake coin guaranteed to crash, making timing crucial.
Features include rug mechanic where trades are wiped if not sold before the crash, live multipliers for higher rewards, paper trading mode for practice, crates for accumulating volume rewards, and a referral program for earning additional benefits.
Rugs.fun is a skill-based trading game with risk, where the platform earns through a small house edge on trades, and players can play for free using paper trading mode or earn through referrals.

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Dev

206

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Exploring the New Windows Server 2025 – What's Next for IT and DevOps Pros?

Windows Server 2025 brings enhanced cloud integration and hybrid capabilities with Azure Arc, simplifying workload management across different environments.
The new version offers native Kubernetes support, streamlining containerized application deployment and improving infrastructure scalability.
Security enhancements in Windows Server 2025 include Zero Trust principles and AI-driven threat detection, enhancing proactive security measures.
Performance improvements with support for next-gen hardware like ARM-based processors and quantum-tuned compute options, along with faster data access and storage enhancements.

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Python Blogs

2.1k

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Is PDF good for ATS resume?

Applicant Tracking Systems (ATS) are crucial in the hiring process to filter and screen job applications.
Using a PDF format for resumes has advantages like preserved formatting and professional appearance, but it may lead to parsing errors and compatibility issues with ATS.
When applying through a company's website or emailing a recruiter, a PDF resume is often preferred, but for major job boards using ATS, a Word document may be more suitable.
To make a PDF ATS-friendly, use standard fonts, avoid multiple columns and excessive graphics, and ensure the text is selectable.

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Dev

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LLM Memory Injection Attacks - Primer & Playbook

Large-language-model “memories” can enhance user experience but also increase vulnerability to memory injection attacks.
Memory injection attacks can occur through Interaction-Only Write, Dormant Persistence, and Cross-User Contamination patterns.
Defense playbook includes hardening inputs at the edge, compartmentalizing memory, and implementing a runtime anomaly guardrail.
Operational checklist involves edge filtering, per-tenant memory management, guardrail implementation, audit jobs, and red-team rotations.

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Medium

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tvccoin Music Pack

HTML page designed to showcase music collections with modern, responsive, and aesthetic features.
Features smooth animations, working search bar, and cards organized by 10 music genres and 50 named tracks.
Simulated download buttons, hover effects, and search functionality by genre or track name included.
Genres range from Trap & Hip-Hop, Reggaeton, Electronic & EDM, R&B & Soul, Pop & Commercial, Rock & Alternative, Ambient & Chill, Latin Fusion, Drill & Street, to Afrobeat & World.

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Dev

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Why Type Is the Better Choice in React + TypeScript

React combined with TypeScript offers a powerful and safe development environment for modern web development.
Choosing between type and interface in React projects depends on specific use cases and coding styles.
For modern React, type is generally more suitable due to its flexibility in handling unions, intersections, and primitive types, making the code cleaner and easier to read.
Interface may be preferred for extensible data types or working with classes, but consistency within the team or project is crucial for maintainable code.

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Medium

385

Kenniesha Burrell: protect our women and children from abuse.

619 women were murdered in Jamaica between 2019 and 2023, with an average of 124 women per year.
1,027 children were reported missing in 2023 in Jamaica, with 151 still missing, including 133 girls and 18 boys.
Organizations like Hear the Children’s Cry are working towards raising awareness about the issue of missing children.
Various organizations in Jamaica, such as Woman Inc. and Jamaicans for Justice, provide support and resources for those facing abuse.

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Medium

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The Implementor Protocol: How Narrative Trauma Changed My AI’s Decision-Making

Discrepancy between how people use AI publicly versus privately highlighted in the article.
Author experimented by sharing context and stories with AI assistant instead of just writing detailed prompts.
Results showed AI started explaining trade-offs and questioning assumptions, indicating a deeper level of reasoning.
Observation made on the importance of cultural memory in interactions with AI and the impact on knowledge transfer.

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Dev

336

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CH-05: The Lost Code — Jai & Veeru vs. The Ghost in the Repository

Jai and Veeru encountered a strange issue where user data was disappearing from their app logs, suspecting a ghost in the repository.
The problem was identified as lost data in multi-threaded requests due to issues with ThreadLocal in virtual threads.
The solution presented was to use Java 21's Scoped Values as a modern replacement for ThreadLocal, ensuring data consistency and concurrency safety.
As Jai and Veeru celebrated fixing the data loss, they discovered a mysterious unauthorized commit in the repository, raising concerns about a potential supply chain attack and the need for security checks on dependencies.

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