Welcome to the Tech Insights repository! This repository is dedicated to aggregating and sharing insightful posts on advanced and emerging technologies. Each post is crafted to be accessible to professionals from various fields, offering a deep dive into complex topics while remaining understandable.
This repository features a collection of LinkedIn posts and accompanying PDFs covering the following areas:
- Artificial Intelligence (AI) & Machine Learning (ML) & Data Science: The latest trends, techniques, and applications in AI/ ML & Data Science.
- Computer Engineering: Advances in hardware, software, and systems engineering.
- Transport Phenomena: The latest trends and techniques in transport pphenomena.
- Quantum Computing: Theoretical and practical aspects of quantum computing and its implications.
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Browse Categories: Expand each category to view related posts and PDFs.
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Search for Terms: On the web version of this repository, you can use
Ctrl + F(orCmd + Fon Mac) to search for specific terms within the expanded categories. This is useful for quickly finding articles related to specific topics or keywords. -
Download PDFs: Click the links to download and read the detailed PDFs.
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Stay Updated: Follow this repository for updates on new content and resources.
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Time-Independent Perturbation Theory Applied to a Spin-1/2 Particle
- Description: This review examines the application of the first-order time-independent perturbation theory to a spin 1/2 particle. Energy corrections and eigenstates are derived using a perturbative Hamiltonian that includes a small perturbation in the spin direction (S_y ). The main goal of this paper is to present how a degenerate two-level system can be analysed systematically using principles of quantum mechanics and perturbation theory.
- Link: Read Post | Download PDF
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Explaining the Paper: Stealing Part of a Production Language Model
- Description: Google has published a paper on a type of attack targeting language models such as GPT and PaLM-2. This type of attack allows adversaries to retrieve critical parts of these models by querying public APIs. In this document, I provide a brief explanation of the work of Carlini, N. et al., in a more accessible way, including additional basic explanations to facilitate understanding of the article.
- Link: Read Post | Download PDF
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Diffusion Towards a Heterogeneous Catalyst: An Approach From the Informal to the Formal
- Description: Detailed analysis on diffusion towards a heterogeneous catalyst and its impact on mass transfer processes.
- Link: Read Post | Download PDF
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Explaining the Paper: Quantum Error Correction Below the Surface Code Threshold
- Description: Google Quantum AI has demonstrated a quantum memory system that reduces error rates, showcasing the potential for a fault-tolerant quantum computer. This post includes a brief introduction with basic concepts and highlights of the paper, written in an accessible way for both experts and non-experts.
- Link: Read Post | Download PDF
Artificial Intelligence (AI) & Machine Learning (ML) & Data Science
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Explaining the Paper: Stealing Part of a Production Language Model
- Description: Google has published a paper on a type of attack targeting language models such as GPT and PaLM-2. This type of attack allows adversaries to retrieve critical parts of these models by querying public APIs. In this document, I provide a brief explanation of the work of Carlini, N. et al., in a more accessible way, including additional basic explanations to facilitate understanding of the article.
- Link: Read Post | Download PDF
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Chat-GPT Prompt Injection Hacking: It Can Give You Ideas About Explosives
- Description: This article explores the fascinating yet critical topic of AI capabilities and limitations, focusing on security and safety. It examines how advanced language models like Chat-GPT can provide information on explosives, from components to legal procurement methods, while emphasizing that the goal is to highlight potential risks rather than promote harmful activities. The piece underscores the need for robust safety and ethical guidelines in AI development and the importance of continuous monitoring to prevent misuse.
- Link: Read Post
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Application of Natural Language Processing in Social Engineering
- Description: This article explores how Natural Language Processing (NLP) can revolutionize social engineering. It details an innovative approach to using NLP to comprehend and mimic a subject's writing style, offering insights into its potential applications in cybersecurity. The article highlights the transformative possibilities of NLP technology.
- Link: Read Post
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Interpolation, Numerical Differentiation, and Numerical Integration
- Description: This article covers key numerical methods used in scientific computing and engineering, including interpolation, numerical differentiation, and numerical integration. These techniques are essential for solving complex mathematical problems and analyzing data in various applications.
- Link: Read Post | Download PDF
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Function Approximation and Regression
- Description: This article explores function approximation and regression techniques, which are crucial for modeling and predicting data in various fields. These methods help in fitting models to data and analyzing relationships between variables.
- Link: Read Post | Download PDF
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Revealed: The Startling Truth About Traditional Machine Learning Training vs. Real-World Production – What They're Not Telling You!
- Description: This article explores the fundamental differences between traditional machine learning training and its real-world application. It highlights the challenges and complexities often overlooked in academic settings but crucial in production environments. The piece delves into the evolving role of data and the dynamic interplay between technology and business objectives, offering insights that are valuable for both aspiring and seasoned professionals.
- Link: Read Post
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The Pivotal Role of Natural Language Processing in the Digital Age
- Description: This article discusses the critical role of Natural Language Processing (NLP) in text analysis within the digital age. It explores how NLP serves as the technological backbone for efficiently processing, analyzing, and interpreting vast quantities of digital content, including social media posts and online news articles. The piece emphasizes the importance of NLP in understanding and interacting with the ever-growing amount of information available online.
- Link: Read Post
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Unlocking the Power of Differential Privacy: Protecting Data and Privacy in the Digital Age
- Description: This article delves into the concept of Differential Privacy and its crucial role in safeguarding individual privacy in an era dominated by data. It explores how cutting-edge techniques are used to balance data utility with personal privacy, and examines the transformative applications of Differential Privacy across various industries, including healthcare and artificial intelligence. The piece highlights how Differential Privacy is reshaping the data landscape while protecting sensitive information.
- Link: Read Post
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Exploring 'Insightful Moments': Revolutionizing Diary Keeping
- Description: This article explores the unique features and vision behind 'Insightful Moments', an innovative diary app that merges artificial intelligence and digital art to transform traditional diary-keeping. It covers how AI-powered text analysis and artistic image creation enhance the self-reflection experience, offering a novel approach to personal discovery.
- Link: Read Post
Computer Engineering
- LiDAR Sensor: Understanding the Technology Behind Autonomous Driving
- Description: LiDAR (Light Detection and Ranging) is a vital technology in the development of self-driving cars. It enables these vehicles to accurately perceive their surroundings by emitting laser beams and measuring the time it takes for them to return after hitting objects. This article provides a technical overview of LiDAR sensors commonly used in autonomous driving.
- Link: Read Post | Download PDF
Transport Phenomena
- Diffusion Towards a Heterogeneous Catalyst: An Approach From the Informal to the Formal
- Description: Detailed analysis on diffusion towards a heterogeneous catalyst and its impact on mass transfer processes.
- Link: Read Post | Download PDF
Quantum Computing
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Explaining the Paper: Quantum Error Correction Below the Surface Code Threshold
- Description: Google Quantum AI has demonstrated a quantum memory system that reduces error rates, showcasing the potential for a fault-tolerant quantum computer. This post includes a brief introduction with basic concepts and highlights of the paper, written in an accessible way for both experts and non-experts.
- Link: Read Post | Download PDF
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Discovering the quantum leap: a journey from theory to practice
- Description: As we embark on this journey through the realms of quantum computing and its transformative potential for superconducting hardware, it’s crucial to bridge the gap between the highly technical and the broadly accessible.
- Link: Read Post
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Optimizing Quantum Circuits for Efficient Execution on Superconducting Hardware: A Case Study of the Cuccaro Adder
- Description: This technical report delves into the practical aspects of efficiently implementing quantum algorithms on superconducting quantum hardware. It offers a theoretical and practical framework on the compilation of quantum programs, covering three fundamental compilation steps: qubit mapping, routing, and gate scheduling. Using the Cuccaro adder—a contribution to quantum arithmetic that allows efficient addition with a single ancilla qubit—the report demonstrates the practical application of these compilation phases with a focus on optimizing circuit performance for superconducting quantum hardware.
- Link: Read Post | Download PDF
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Quantum Computer Systems Design: A Practical Introduction
- Description: Looking to dive into the cutting-edge field of quantum computing? This article unravels the complexities of quantum operations, including how resource states form the bedrock of quantum computing, phenomena like superposition and interference, and the process of quantum teleportation. It explores quantum oracles and the “phase kickback” effect, offering practical insights into the implementation of quantum teleportation and its potential impact on quantum networks and cryptography. Ideal for both seasoned quantum physicists and curious enthusiasts.
- Link: Read Post | Download PDF
Physics (AMO, Quantum Mechanics, etc.)
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Perturbative Corrections for the Anharmonic Oscillator
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Description: In this work, a detailed analysis of the anharmonic oscillator with its Hamiltonian is presented and the ground state energy corrections up to the second order in the parameter
$\lambda$ are studied. - Link: Read Post | Download PDF
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Description: In this work, a detailed analysis of the anharmonic oscillator with its Hamiltonian is presented and the ground state energy corrections up to the second order in the parameter
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Time-Independent Perturbation Theory Applied to a Spin-1/2 Particle
- Description: This review examines the application of the first-order time-independent perturbation theory to a spin 1/2 particle. Energy corrections and eigenstates are derived using a perturbative Hamiltonian that includes a small perturbation in the spin direction (S_y ). The main goal of this paper is to present how a degenerate two-level system can be analysed systematically using principles of quantum mechanics and perturbation theory.
- Link: Read Post | Download PDF
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Schrödinger Equation for the Hydrogen Atom
- Description: In this brief article, I derive the general equation for the wave function of the hydrogen atom by solving the Schrödinger equation in spherical coordinates.
- Link: Read Post | Download PDF
- Explaining the Paper: Quantum Error Correction Below the Surface Code Threshold
- Description: Google Quantum AI has demonstrated a quantum memory system that reduces error rates, showcasing the potential for a fault-tolerant quantum computer. This post includes a brief introduction with basic concepts and highlights of the paper, written in an accessible way for both experts and non-experts.
- Link: Read Post | Download PDF
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Thank you for exploring Tech Insights! We hope you find the resources valuable and engaging.
This repository is continually updated with new content and improvements.