Welcome to the Museum of AI Hallucinations

TLDR; This article explores the surprising creative potential of AI hallucinations in generative AI models like DALL·E. While typically viewed as flaws in deep learning, these “errors” can produce unexpected artistic brilliance. By comparing human imagination with AI’s pattern-based logic, the piece questions whether AI’s falsehoods might actually be a new kind of creativity. It challenges how we define truth, … Read more

How to Design a Fraud-Resistant Hiring Process for Remote Teams

Remote work has created many wonderful avenues for employers to expand their talent search and find more candidates with the right skills and experience. It has made the hiring process more flexible and accessible.  However, remote work has also opened the floodgates to fraudulent applicants. These individuals waste significant time and resources, while real job … Read more

A Developer’s Guide to Same-Origin Policy (SOP) and Cross-Origin Resource Sharing (CORS)

If you’ve spent enough time developing web applications, you’ve certainly come across this error: Access to fetch at ‘https://api.example.com’ from origin ‘https://app.yoursaas.com’ has been blocked by CORS Sound familiar? Most likely, you’ve encountered it when your backend and frontend are hosted on separate servers, and the frontend tries to communicate with the backend. This error … Read more

Open Source Standards Are Breaking Vendor Lock-In for GPU Developers

Hey there, GPU enthusiasts! Today, as the tech ecosystem changes rapidly, GPU programming has quickly become the powerhouse behind important structures from cutting-edge AI and machine learning to high-performance computing and stunning graphics. As we look toward the future of computing, two key factors are reshaping this landscape: diversity in programming approaches and the growing … Read more

Scrape Smarter, Not Harder: Let MCP and AI Write Your Next Scraper for You

In past episodes of The Lab series on The Web Scraping Club, we used Firecrawl to scrape the content of this newsletter, a vector DB like Pinecone to store the articles’ markdown, and the OpenAI API to retrieve information and append the context to our prompt to get better answers. This approach has limitations. The context window size (the amount of information … Read more

Sometimes Breaking Docker Best Practices Actually Works in Your Favor

We can manage, update, restart, and scale each Docker container separately. That’s the beauty of containerization. Each container should have a single responsibility. PHP, Java, NodeJS — each of those does one obvious thing. Creating containers that include multiple services is considered an anti-pattern. The Single Responsibility Principle doesn’t apply only to our codebase. But … Read more

How Quantum Computing Will Accelerate AI Progress

A “bit” is a tiny toggle that can be set to either 0 (off) or 1 (one). Bits are the foundation of our information technology and digital society. In the future, we will have quantum computers that rely instead on “qubits,” which exist in 0 and 1 states simultaneously, theoretically allowing quantum computers to explore … Read more

This Is Dangerous Advice

The most dangerous advice comes from people who survived something you’ve never experienced. Advice is just other people’s trauma dressed up as wisdom. I spent years collecting other people’s rules like they were universal laws. “Don’t put all your eggs in one basket.” “Always have a backup plan.” “Don’t trust people too quickly.” “Be realistic … Read more

Could Bitcoin Finally Be ‘Mooning’?

Let’s be real… if you told a crypto fan six months ago that Bitcoin would go through its halving (which usually kicks off a major price run), get the green light on those shiny new ETFs (so big investors can pile in easily), and STILL be moving sideways in price, they’d probably look at you … Read more

Can the Law Compile? Legal Speech as Machine Code

Legal Code Without Interpretation? A Preview In legal theory, we often assume that laws must be interpreted to be enforced. But what if interpretation were no longer a requirement? What if a legal norm could be executed directly, like a line of code? This is the central premise behind Compiled Norms: Towards a Formal Typology … Read more

The 19 Concepts to Master to Become an Embedded Software Developer

“If software is the brain of a product, embedded software is its nervous system constantly sensing, reacting, and orchestrating control over the physical world.” Embedded software runs silently under the hood of our most critical devices cars, medical systems, industrial machinery, and IoT devices. Unlike desktop or web development, embedded systems are deeply coupled with … Read more

A Human-centred Framework for Designing Complex AI Solutions for Strategic Decision-making

At Tesco Technology, designing a complex internal simulation platform for high-stakes decisions made one thing clear: even the most advanced AI tools can be misleading if they are not intuitive, user-friendly, and not designed to work for the humans using them. This raised a fundamental question: how can we make advanced data-driven tools truly user-centric? … Read more

Grok 4 Arrives With Impressive Coding Powers

Hello JavaScript Enthusiasts! Welcome to a new edition of “This Week in JavaScript“! This week, Grok 4 steps up as a coding assistant for web developers, PlanetScale launches its blazing‑fast Postgres platform, Vercel welcomes NuxtLabs into the fold, and TypeScript 5.9 Beta brings deferred module evaluation, and more. Plus, we’ve got some powerful new+updated tools for your … Read more

Grok 4 Claims “PhD‑level” Intelligence but at a Cost

Hello AI Enthusiasts! Welcome to the Twenty-Seventh edition of “This Week in AI Engineering”! This week, Elon Musk’s xAI released GROK 4 and GROK 4 Heavy, Google Research surprised us with T5Gemma, DeepMind open-sourced GenAI Processors, Mistral AI rolled out two new Devstral coding models, and Hugging Face delivered SmolLM3. As always, we’ll wrap things … Read more

Redefining Crypto Utility: SenturoPay Launches to Make Digital Assets Usable for All

From speculation to daily use—SenturoPay sets a new standard for what crypto can do in the hands of everyday users. The crypto industry has no shortage of innovation—but few platforms have focused on one of its most pressing gaps: utility. Today, SenturoPay officially launches to change that, introducing a platform that turns digital assets into … Read more

The XRP Glitch Nobody’s Talking About: Market Anomalies Explained

Every day, crypto investors and enthusiasts worldwide execute currency trades totaling hundreds of billions of dollars in value. All these trades occur across numerous platforms, which maintain prices in sync through little more than arbitrage. That’s the strategy of purchasing an asset for a discounted price on one platform and selling it on another for … Read more

Virtue – The Alpha Engineer’s Ultimate Evolution

A continuation of the Alpha Engineer’s Journey – where the struggle through rejection, persistence, perseverance, and determination revealed that virtue is the only true success.* After years of chasing achievement and external validation, I’ve discovered that true success lies not in what you accomplish, but in who you become. The four cardinal virtues i.e. Courage, … Read more

8 Ways Digital Tools Are Reducing On-Site Rework

Rework accounts for 5% of construction spending in the US, and although this may not initially appear like much, that equates to over $65 billion annually. Whether issues arise from poor communication within a team, outdated processes, or poor quality assurance measures, the time and money that is required for rework can put a huge … Read more

Remnants: Chapter 1 – Swarm

Hey Hackers! This is a little different from what I normally post on HN, so I hope you all give it a chance. I’ve been writing a post-apocalyptic zombie novel titled Remnants for many years. I’d like to start posting chapters here to get feedback and see what you all think about it. Hopefully, one … Read more

The True Cost of LLMs for Businesses

Table of Links Abstract and 1. Introduction Basic premises for our models 2.1. How LLMs are charged 2.2 An anedotal model from industry 2.3 Choice of Costs in the Model 2.4 Why multiple scenarios A Decision Theoretic Model 3.1 How to model success A Model for Commercial Operations Based on a Single Transaction 4.1 Example … Read more

Kasada Anti-Bot Bypass Techniques: Save Money with These Open-Source Solutions

Bypassing anti-bots is one of the major pain points a professional web scraper faces during their career. Luckily enough, the market offers several solutions for bypassing them, but delegating the heavy-duty work always comes with a price tag attached, which is not for every pocket. As the saying goes, ‘If you want something done right, … Read more