Author: Carter

Apple research team recently released the container project. It is an open-source command-line tool written in Swift. It creates and runs Linux containers as lightweight virtual machines on a Mac. The project ships under the Apache 2.0 license and targets Apple silicon. Containers are how you ship reproducible environments from a laptop to a datacenter. Apple now offers a native path that avoids a single always-on Linux VM. What is Apple’s container ? container is a CLI tool that can be used to build images, run containers, and move images to and from registries. It…

# Federal Headlines: June 26, 2026 A major lawsuit challenging Schedule Policy/Career is intensifying its legal stance. A recently amended complaint now directly targets the reclassifications of 8,000 federal employees that occurred earlier this month. The lawsuit alleges that Schedule Policy/Career violates the Civil Service Reform Act, inhibits due process for federal employees, and intrudes on congressional powers. The plaintiffs in the case are the Government Accountability Project and the National Active and Retired Federal Employees Association. ## Army Establishes New Space Operations Branch The Army has a new branch. The service announced Thursday it has officially established the space…

# MSI Claw 8 EX AI+ Review: A Refined Gaming Handheld With Impressive Performance ## Pros and Cons **Pros:** – Excellent sustained performance – Ergonomic design – Powerful cooling **Cons:** – Very expensive – Buggy software — It’s been almost a year since I last reviewed an MSI gaming handheld. Recently, I spent a couple of weeks trying out the new MSI Claw 8 EX AI+, and it’s hard to believe that this device is part of the same series. So much has changed. Back then, it was like the company was trying to find its footing in the handheld…

Liquid AI shipped LFM2.5-230M, it’s the company’s smallest model to date. The release targets a specific job: running agentic tasks on phones, robots, and automation devices. Both the base and instruction-tuned checkpoints are open-weight on Hugging Face. The pitch is narrow on purpose. This is not a general reasoning model. It is built for data extraction and tool use on edge hardware. TL;DR Liquid AI’s LFM2.5-230M is its smallest model yet: 230M params, open-weight, built on LFM2. Runs on-device at 213 tok/s on a Galaxy S25 Ultra and 42 on a Raspberry Pi 5. Beats larger models (Qwen3.5-0.8B, Gemma 3…

# Cyberpunk’s Vision of the Future: How Science Fiction Became Reality For decades, the sci-fi subgenre known as cyberpunk imagined a future of chrome-plated mercenaries, cyberspace cowboys, and hackers battling globe-spanning corporations. Four decades later, much of that future has arrived—just not in the way its creators expected. Brain-computer interfaces like Neuralink, AI-powered smart glasses, and increasingly sophisticated robotic prosthetics have begun bringing science fiction’s chrome-plated future into the real world. At the same time, a handful of technology companies, including OpenAI, xAI, Anthropic, Meta, and Google, now shape how billions of people communicate, work, and increasingly interact with artificial…

# Attackers Create Fake OpenAI Tenants to Trick Employees into Sharing Sensitive Data A new social engineering campaign is leveraging OpenAI’s legitimate invitation system to create fraudulent organizations that impersonate real companies, with the goal of luring employees into submitting confidential information through ChatGPT. ## The “Poisoned Tenant” Campaign Push Security has uncovered what it calls the “Poisoned Tenant” campaign, in which threat actors create OpenAI organizations bearing the names of legitimate companies and send invitations to actual employees of those firms. The invitations arrive directly from OpenAI’s official notification address, `noreply@tm.openai.com`, and pass standard email authentication checks, making them…

# When the Simplest Model Wins: Why Logistic Regression Beat XGBoost on Football Predictions We all share a new modelling reflex: reach for the model that wins. These days that’s gradient boosting, and the reflex is usually right — XGBoost earns its reputation on a staggering range of problems. So when one data scientist lined up five classifiers on the same task and the one-line linear model beat the Kaggle champion, the result was the kind that surprises exactly nobody who has shipped models on real data, and almost everybody still learning. Five classifiers, same task, same features: predict whether…

# Should You Claim Social Security Early Amid Trust Fund Concerns? Key Factors to Consider The latest Social Security Trust Fund report has sparked concern among retirees and those approaching retirement age. With projections suggesting that the trust fund could be depleted as soon as 2032, many people are wondering whether they should begin claiming benefits as soon as possible or wait for the maximum payout. Thiago Glieger, a certified financial planner with RMG Advisors, shared essential insights to help people weigh this critical decision. ## Facing a Shortfall, Not a Shutdown While the news can be unsettling, Glieger emphasized…

# HeyPolo vs. Life360: Which Location-Sharing App Is Right for Your Family? Most of us now have a smartphone, and in the interest of safety, some parents are providing their children with devices at a young age. Location-sharing apps have risen in popularity as a way to track the location of family and friends, pinpoint where your loved ones are on a map, and receive alerts when specific destinations are reached. They may also provide features such as SOS alerts, emergency calls, and driver behavior tracking. However, these apps can also raise privacy concerns. They may have processes running quietly…

# Why a Thermal Camera Could Be the Best Tool You Don’t Own Yet **Thermal cameras don’t have to cost thousands, and they give you a genuine money-saving superpower.** I’ve always been a tool person. One of my earliest memories involves playing with plastic tools alongside my grandpa, and I’ve maintained a toolbox since my early teens. Over the years, hand tools have increasingly given way to power tools, and more recently I’ve added some more exotic items to my kit — things like laser rangefinders and laser levels (yes, I have a thing for lasers, too). But one of…