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Supercharging LLMs With Knowledge Graphs for Smarter, Fairer AI
Hey, folks. I’m an AI geek who’s spent years wrestling with large language models (LLMs) like GPT-4. They’re incredible — chatting, coding, reasoning like champs — but they’ve got a flaw: they’re trained on the wild web, soaking up biases like gender stereotypes or racial skews. Picture an LLM skipping a top-notch female data scientist because it’s hung up on “tech = male.” That’s a real danger in hiring or healthcare...
Published on: April 03, 2025 | Source:
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From Zero to Meme Hero: How I Built an AI-Powered Meme Generator in React
Why Would One Even Construct an AI Meme Generator? Memes are literally the one thing on the internet that anyone can understand. Whether you want to take a jab at your friend or want to show how coding sometimes gives you brain freezes, memes will always come to your rescue. The issue? Manually doing everything takes ages. You need to source the right picture, come up with snarky lines, and then figure out how to stick...
Published on: April 03, 2025 | Source:Injecting Implementations With Jakarta CDI Using Polymorphism
When building extensible and maintainable Java applications, a key challenge is choosing the right implementation of an interface without violating the Open/Closed Principle—that is, without modifying existing code whenever a new behavior is added. In this tutorial, you’ll learn how to inject implementations using Jakarta CDI dynamically. We’ll use a simple and relatable sample (inspired by musical instruments) to...
Published on: April 03, 2025 | Source:Localhost dangers: CORS and DNS rebinding
What is CORS and how can a CORS misconfiguration lead to security issues? In this blog post, we’ll describe some common CORS issues as well as how you can find and fix them. The post Localhost dangers: CORS and DNS rebinding appeared first on The GitHub Blog.
Published on: April 03, 2025 | Source:From training to inference: The new role of web data in LLMs
Data has always been key to LLM success, but it's becoming key to inference-time performance as well.
Published on: April 03, 2025 | Source:Understanding ldd: The Linux Dynamic Dependency Explorer
In the world of Linux system administration and software development, understanding how executables interact with shared libraries is crucial. Enter ldd (List Dynamic Dependencies), a powerful command-line utility that helps you peer into the complex web of library dependencies that make your applications run. In this comprehensive guide, we'll explore ldd, its usage, security considerations, and how it can help you...
Published on: April 03, 2025 | Source:How to Use Wireshark Filters to Analyze Your Network Traffic
Wireshark is an open-source tool widely regarded as the gold standard for network packet analysis. It allows you to capture live network traffic or inspect pre-recorded capture files, breaking down the data into individual packets for detailed examin...
Published on: April 03, 2025 | Source:How I made the loading of a million spans possible without choking the UI!
submitted by /u/vikrant-gupta [link] [comments]
Published on: April 03, 2025 | Source:New Python lock file format will specify dependencies - Your thoughts?
Python’s builders have accepted a proposal to create a universal lock file format for Python projects that would specify dependencies, enabling installation reproducibility in a Python environment. Python Enhancement Proposal (PEP) 751, accepted March 31, aims to create a new file format for specifying dependencies that is machine-generated and human-readable. Installers consuming the file should be able to calculate...
Published on: April 03, 2025 | Source:Here's the latest quarterly progress report for Graphite, the FOSS 2D graphics editor I've been building for 4 years
submitted by /u/Keavon [link] [comments]
Published on: April 03, 2025 | Source:AI Protection: Securing The New Attack Frontier
We’re amidst a paradigm shift in society where many product verticals are being reimagined through an ‘AI-first’ architecture. An AI-first architecture is one where much of the core business logic is driven by AI, and the product is architected to fully exploit the capabilities of the underlying AI models. A striking example is IDEs; intelligent editors such as Cursor have quickly gained popularity in the software...
Published on: April 02, 2025 | Source:The Cryptography Handbook: Exploring RSA PKCSv1.5, OAEP, and PSS
The RSA algorithm was introduced in 1978 in the seminal paper, "A Method for Obtaining Digital Signatures and Public-Key Cryptosystems". Over the decades, as RSA became integral to secure communications, various vulnerabilities and attacks have emerg...
Published on: April 02, 2025 | Source:From Engineer to Leader: Scaling Impact Beyond Code
Back in college, I thought that technical excellence was everything. But after a decade in the tech industry, I've learned that leadership requires a completely different mindset. One day you're sitting there writing code and shipping features, and suddenly you're making project plans, helping your teammates, and thinking about the bigger picture. Moving from being an IC to a tech lead can feel like a big and...
Published on: April 02, 2025 | Source:Practical Use of Weak Symbols
In today's software development, flexibility, maintainability, and performance are paramount, especially in systems software programming, embedded systems development, and library design. A lesser-known technique, yet a powerful tool to achieve these goals, is the weak symbol. For developers building frameworks and platform libraries, weak symbols provide a clean way to define default behaviors and enable optional...
Published on: April 02, 2025 | Source:Seamless Security Integration Strategies in Software Development
During the software development, builders face challenges between building a better product faster versus dealing with various responsibilities that come with software development. Getting security right is one of them. Due to the increased cyber attacks, organizations started focusing on security, which resulted in developers spending more time in security-related activities in recent years. This brings up the...
Published on: April 02, 2025 | Source:Efficiently Migrating From Jest to Vitest in a Next.js Project
Vitest is a state-of-the-art testing framework that was created to solve problems encountered with older testing frameworks such as Jest. It's designed to be faster and leaner, with a tidier API, and more importantly, to be more efficient with projects that use modern JavaScript features and toolchains. Why Was Vitest Invented? Vitest was created to offer a new spin on testing JavaScript. Light and lightning-fast, it...
Published on: April 02, 2025 | Source:Why Generative AI Needs Human Oversight to Build Trust
In 2023, a generative AI-powered chatbot for a financial firm mistakenly gave investment advice that violated compliance regulations, triggering regulatory scrutiny. Around the same time, an AI-powered medical summary tool misrepresented patient conditions, raising serious ethical concerns. As businesses rapidly adopt generative AI (GenAI), these incidents highlight a critical question: Can AI-generated content be...
Published on: April 02, 2025 | Source:How to Deploy a Node.js Application on AWS
Cloud platforms and infrastructure allow you to easily deploy and host backend services and applications. In this article, you’ll learn how to run a Node.js/Express application away from the confines of your local personal computer to make it accessi...
Published on: April 02, 2025 | Source:Maintaining ML Model Accuracy With Automated Drift Detection
In production machine learning (ML) systems, data drift is defined as changes in the statistical features of input data over time. Such shifts can weaken model performance, resulting in erroneous predictions. As a result, monitoring and mitigating data drift is critical for maintaining the trustworthiness of machine learning models. KitOps is an open-source DevOps solution for packaging and versioning AI/ML models,...
Published on: April 02, 2025 | Source:Lessons from Migrating an Oracle Database to AWS RDS
After nearly a decade of managing our on-premise database infrastructure, our team finally took the plunge into cloud database services with AWS RDS. The migration journey came with its share of surprises — both pleasant and challenging. Here's what I discovered during our transition to AWS RDS managed services, along with key insights that might help your organization make informed decisions about your own database...
Published on: April 02, 2025 | Source:Code a full stack Instagram Clone with Laravel and MongoDB
Are you ready to transform your web development skills by building a complex, real-world application? We just posted a course on the freeCodeCamp.org YouTube channel that will teach you how to use Laravel and MongoDB to create a full stack Instagram ...
Published on: April 02, 2025 | Source:Fetch API vs. Axios vs. Alova: Which HTTP Client Should You Use in 2025?
Before the days of the Fetch API and Axios, developers used callback-based HTTP requests. They manually managed requests with asynchronous operations and, in the process, wrote deeply nested code. This was known as callback hell. Then, in 2015, a pro...
Published on: April 02, 2025 | Source:We Need More Words for Snow: "For people whose job it is to manage complexity, we're pretty bad at describing it."
submitted by /u/sigpwned [link] [comments]
Published on: April 02, 2025 | Source:AWS CloudTrail Monitoring Using Event-Driven Ansible
AWS CloudTrail is a service that tracks everything happening in your AWS environment. It makes it easier to track activities like unauthorized access, configuration changes, or unusual behavior. It also supports compliance and auditing by maintaining a clear history of activity. When we integrate CloudTrail with Event-Driven Ansible, we can automatically respond to these events in real time without manual intervention....
Published on: April 02, 2025 | Source:Not all AI is generative: Efficient scheduling with mathematics
Efficiently solving a complex scheduling problem using simulated annealing.
Published on: April 02, 2025 | Source:From Failure to International Success: How Online Learning Platforms Saved My Life
It is better to be a samurai in a garden than an agricultural worker in a war - Miyamoto Musashi In this article, I’ll share my story. When I was younger, I thought I was destined to be a failure in life. To be isolated from everyone. But years late...
Published on: April 02, 2025 | Source:Bridging OT and IT: IIoT Middleware for Edge and Cloud With Kafka and Flink
As industries continue to adopt digital transformation, the convergence of Operational Technology (OT) and Information Technology (IT) has become essential. The OT/IT Bridge is a key concept in industrial automation to connect real-time operational processes with business-oriented IT systems ensuring seamless data flow and coordination. This integration plays a critical role in the Industrial Internet of Things (IIoT)....
Published on: April 02, 2025 | Source:More predictable benchmarking with testing.B.Loop
Better benchmark looping in Go 1.24.
Published on: April 02, 2025 | Source:Cost-Aware Resilience: Implementing Chaos Engineering Without Breaking the Budget
Modern distributed systems, like microservices and cloud-native architectures, are built to be scalable and reliable. However, their complexity can lead to unexpected failures. Chaos engineering is a useful way to test and improve system resilience by intentionally creating controlled failures. However, it can be costly due to resource usage, monitoring needs, and testing in production-like environments. This article...
Published on: April 01, 2025 | Source:Creating a Web Project: Refactoring
In the previous article, we spoke about hunting bugs. But a time will come when your hunters’ ‘trophy collection’ grows to a scary size. More and more ‘targets’ will be coming as if it were a zombie apocalypse. There will be red lamps flashing across your metrics dashboard. If (or rather when) that happens, it would mean it’s time for a bigger change than just routine debugging and streamlining your codebase. Today, I...
Published on: April 01, 2025 | Source:How to Build a New API Quickly Using Spring Boot and Maven
In my last post, I wrote about how quick and easy it is to turn an idea into reality. I built a Spring Boot API service using Gradle as my build management tool and then deployed it to Heroku. But what about my readers who have Maven in their toolchain?
Published on: April 01, 2025 | Source:Understanding SQL Server Query Store: A Comprehensive Guide
SQL Server Query Store is an essential feature introduced in SQL Server 2016, designed to provide insights into query performance by storing a history of executed queries, query plans, and runtime statistics. Acting as a flight recorder for your database, Query Store simplifies performance troubleshooting and helps DBAs optimize database workloads efficiently. In this article, we will explore what Query Store is, its...
Published on: April 01, 2025 | Source:New educational resource for data science people
Hi everyone! At a former job I taught a PhD course for PhD students in AI on how stuff like memory hierarchies and GPU's work. I also wrote all the material in the form of a website. I have recently gone through it again for errors. It uses Rust, WGPU and WGSL, so there is no fiddling around with build systems or any need for Nvidia GPU's. I hope someone can get some use out of it! submitted by /u/TheNoiseBox [link]...
Published on: April 01, 2025 | Source:Understand and Code DeepSeek V3
DeepSeek V3 is a cutting-edge large language model. It leverages sophisticated techniques like a unique Multi-Head Latent Attention mechanism and a Mixture of Experts architecture for enhanced efficiency and capability. Understanding this model provi...
Published on: April 01, 2025 | Source:Building Scalable Data Lake Using AWS
Data lakes are centralized repositories that facilitate flexible and economical data management, and businesses are using them to store, process, and analyze this data effectively. AWS offers a strong ecosystem for creating a safe and scalable data lake with services like Lake Formation AWS Glue and Amazon S3. Along with best practices for implementation, this article examines the essential elements of an AWS Data Lake...
Published on: April 01, 2025 | Source: