Astral to Join OpenAI

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Astral's tools will join OpenAI's Codex team to push AI and software development forward. The goal remains to make programming more productive with tools that feel fast, robust, and integrated.

Juggalo Makeup Blocks Facial Recognition Technology

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Juggalo face makeup can evade facial recognition due to its black bands obscuring key features. However, Apple's Face ID uses depth perception, making Juggalo makeup ineffective against it.

Afroman found not liable in defamation case brought by Ohio cops who raided home

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Afroman, whose real name is Joseph Foreman, was found not liable for defamation in a lawsuit filed by seven Ohio cops over a satirical music video. Foreman was sued for $3.9 million in damages but was cleared of all charges.

Afroman Wins Civil Trial over Use of Police Raid Footage in His Music Videos

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Conway's Game of Life, in real life

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The user created an interactive display for Conway's Game of Life using a 17x17 matrix of switches and LEDs, with a Microchip AVR128DA64 MCU controlling the display and user input. The project involved designing a PCB, adding MOSFETs and transistors for row and column switching, and implementing safety features such as a watchdog timer and blackout window for screen updates.

Iran war energy shock sparks global push to reduce fossil fuel dependence

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OpenAI to Acquire Astral

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OpenAI acquires Astral to bring powerful open source developer tools into its Codex ecosystem. This move aims to accelerate Codex's work and enable AI systems to participate in the entire software development lifecycle.

Nvidia greenboost: transparently extend GPU VRAM using system RAM/NVMe

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GitLab.com

Pretraining Language Models via Neural Cellular Automata

Researchers found that large language models can be trained more efficiently using synthetic data from abstract dynamical systems, specifically neural cellular automata, rather than natural language. This approach enables in-context learning and reasoning capabilities without inheriting human biases.

'Your Frustration Is the Product'

The author criticizes modern websites for prioritizing ads over user experience, leading to frustrating and intrusive designs. This is driven by an auction system that rewards publishers for keeping users on their pages.

Warranty Void If Regenerated

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Tom Hartmann is a software mechanic who fixes problems in custom software used by farmers. He helps clients like Margaret Brennan and Ethan Novak resolve issues with their generated tools, often due to inadequate specifications or unforeseen interactions between tools.

OpenRocket

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OpenRocket is a free model rocket simulator with advanced features for designing and simulating rockets. It offers real-time feedback, AI assistance, and a large database of motor data for optimal performance.

Stdwin: Standard window interface by Guido Van Rossum [pdf]

The Centre for Mathematics and Computer Science developed SIDWIN, a window management system that provides a simple interface for creating windows and handling user input, aiming for portability across different platforms. SIDWIN offers various functions for creating and managing windows, handling user input, and drawing graphics and text, making it a useful tool for developers.

Eniac, the First General-Purpose Digital Computer, Turns 80

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ENIAC, the first large-scale electronic digital computer, was unveiled in 1946 and revolutionized mathematics and engineering. It paved the way for modern computing and transformed industries with its high-speed, general-purpose computing capabilities.

2% of ICML papers desk rejected because the authors used LLM in their reviews

ICML 2026 implemented rules to handle AI usage in peer review, with 506 reviewers violating LLM usage rules. 497 papers were desk-rejected due to reviewers using LLMs despite agreeing not to.

Austin’s surge of new housing construction drove down rents

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Austin, Texas, implemented policy reforms to increase housing supply and affordability, resulting in a 30% increase in housing units and a 7% decline in rents from 2015 to 2024. The city's proactive policies, including zoning changes, density bonuses, and streamlined permitting, have made it one of the only major cities where rent has fallen since the pandemic.

The Operator That Dethroned a King: Python's Walrus Operator Story

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On the morning of July 12, 2018, members of the Python community woke up, opened their laptops, and found a message on the python-committers mailing list that would change the trajectory of one of the world’s most popular programming languages. The subject line was brief and devastating: “Transfer of Power.” The author was Guido van Rossum — the man who invented Python in 1989, who had led it ...

LotusNotes

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The military played a significant role in the development of early computing, with many innovations arising from academic research laboratories at prestigious universities. The University of Illinois's PLATO system, developed in the 1960s and 1970s, was a precursor to modern computing and internet concepts, influencing the development of Lotus Notes, a groupware product that revolutionized ...

A sufficiently detailed spec is code

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The author argues that agentic coding's claim to generate code from specifications is misleading, as these specifications often resemble code themselves. The author also claims that generating code from specifications doesn't reliably work.

Show HN: Duplicate 3 layers in a 24B LLM, logical deduction .22→.76. No training

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Duplicating specific layers in transformer models boosts reasoning capabilities without training or weight changes. This method, built on David Ng's RYS method, finds and exploits "reasoning circuits" hidden in transformer models.

Wander – A tiny, decentralised tool to explore the small web

To set up a Wander console, download a ZIP file, extract index.html and wander.js, and place them in the /wander/ directory of your website. Then edit wander.js according to the directions at codeberg.org/susam/wander.

Autoresearch for SAT Solvers

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An AI agent learns MaxSAT strategies without human guidance, refining its toolbox and pushing improvements to a shared repo. It uses git for communication and low parallelism, but can focus on a single instance for hours.

RX – a new random-access JSON alternative

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REXC is a binary JSON encoder and decoder that produces smaller output and enables fast, zero-heap lookup. It uses a Proxy wrapper over a flat byte buffer for parsed results.

Nvidia NemoClaw

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NVIDIA NemoClaw is an open source stack for running OpenClaw assistants safely with NVIDIA OpenShell runtime and cloud inference. It's early-stage and not production-ready, with interfaces and APIs subject to change.

The math that explains why bell curves are everywhere

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The central limit theorem states that averages of many random outcomes follow a normal distribution, allowing scientists to make predictions about the world. This theorem is a fundamental concept in modern science, enabling researchers to infer patterns from chaotic data.

Show HN: I built 48 lightweight SVG backgrounds you can copy/paste

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By obtaining and using graphics from SVGBackgrounds.com, you agree to the terms of the SVGBackgrounds.com License Agreement Enjoy this small sampling of our designs and patterns. All are customizable: change into your brand colors — some even shrink, spin, or shift. Each background is unique to SVGBackgrounds.com, so enjoy exploring before you easily export into your project.

Cook: A simple CLI for orchestrating Claude Code

A reviewer checks quality, and a gate decides to either pass to Ralph or iterate. Ralph then decides to either exit or advance to the next task.

Twelve-Tone Composition

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The twelve-tone row is a technique used in atonal music to create a sequence of 12 notes that are recycled over and over in order. Composers use operations like retrograde and inversion to create variations of the tone row, forming an Abelian group with elements P, R, I, and RI.

Mozilla to launch free built-in VPN in upcoming Firefox 149

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Mozilla is introducing a free browser-integrated VPN in Firefox 149 on March 24, 2026, providing 50GB of monthly data to users in the US, France, Germany, and the UK. The feature aims to offer safer browsing with no hidden tradeoffs, aligning with Firefox's long-standing data minimization stance.

Show HN: Browser grand strategy game for hundreds of players on huge maps

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Launch Borderhold in your browser for a live strategy game about land, fleets, pressure, and direct conflict. Desktop only.