Astral to Join OpenAI

https://astral.sh/static/OpenGraph/Astral.jpg
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.

Show HN: Three new Kitten TTS models – smallest less than 25MB

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Kitten TTS v0.8 is out with 15M, 40M, and 80M parameter models for high-quality voice synthesis on CPU. It supports various voices and offers commercial support for teams integrating it into their products.

OpenBSD: PF queues break the 4 Gbps barrier

OpenBSD's PF packet filter now supports 64-bit bandwidth values, removing a 4.29 Gbps limit. This change allows correct configuration for high-speed interfaces up to 999G.

Juggalo Makeup Blocks Facial Recognition Technology (2019)

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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.

The Shape of Inequalities

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You've created animations to help people understand inequalities in a geometrical way, using classic shapes like circles, triangles, and squares. Your visualizations show how the Arithmetic Mean (AM), Geometric Mean (GM), Quadratic Mean (QM), and Harmonic Mean (HM) relate to each other, and how they can be represented using geometric shapes.

macOS 26 breaks custom DNS settings including .internal

Prompt Injecting Contributing.md

https://glama.ai/objects/019d06bf-dcf5-71ba-9e3b-a8bf230f1e5a
The user's GitHub repository, awesome-mcp-servers, has been flooded with AI-generated pull requests, making manual review unsustainable. The user is exploring ways to distinguish human contributions from bot-generated ones to maintain open-source projects efficiently.

Launch HN: Voltair (YC W26) – Drone and charging network for power utilities

Hey HN! We’re Hayden, Ronan, Avi, and Warren of Voltair (https://voltairlabs.com/). We’re making weatherized, hybrid-fixed drones deployed for power utility inspections. The U.S. has 7M miles of power lines (enough to go to the moon and back 14 times), and they're aging. Over 50% of all power flows through transformers that are at least 30 years old, which is about when they start to ...

World Happiness Report 2026

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John F. Helliwell, Richard Layard, Jeffrey D. Sachs, Jan-Emmanuel De Neve, Lara B. Aknin, and Shun Wang Helliwell, J. F., Layard, R., Sachs, J. D., De Neve, J.-E., Aknin, L. B., & Wang, S. (Eds.). (2026). World Happiness Report 2026. University of Oxford: Wellbeing Research Centre.

Consensus Board Game

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The user is explaining the mathematical concept of consensus, specifically the Paxos algorithm, through a series of illustrations of a committee of five members trying to choose a color for a bike shed. The user is focusing on the logical structure of the universe that makes consensus possible, and will eventually discuss the pragmatics of consensus in a future post.

Afroman found not liable in defamation case

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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.

Hyper-optimized reverse geocoding API

https://opengraph.githubassets.com/b1d634e5ade28c9f8e91c902696580fb40ce0d35ce91bbe7ce57e2aad01279ce/traccar/traccar-geocoder
A self-hosted reverse geocoding service built from OpenStreetMap data returns street addresses from latitude and longitude coordinates. It's part of the Traccar open source GPS tracking platform and available as a hosted service or Docker container.

55-Mile Chevy Squarebody Still Wrapped in Factory Plastic Sells for $100K

https://www.thedrive.com/wp-content/uploads/2026/02/Chevy-Super-Dooley-Hero-1.jpg?quality=85&w=1920
Our free daily newsletter sends the stories that really matter directly to you, every weekday. Calling all cowboy cosplayers: It’s time to write another sad song about the one that got away. We aren’t talking about a woman or a smallmouth bass, but instead, this 1988 Chevrolet one-ton that just sold for $100,000. The odometer shows 55 miles, an almost unbelievably low number that’s backed up ...

What if Python was natively distributable?

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The Python ecosystem has overcomplicated distributed execution by bundling it with orchestration, forcing developers to adopt complex frameworks that sacrifice simplicity and flexibility. A new library called Wool aims to simplify distributed execution by making it transparent and allowing developers to write regular async functions that can be executed on remote worker processes without ...

Ramtrack.eu – RAM Price Intelligence

Memory prices areloading… DUTCH MARKET PRICES — LOADING…

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.

Launch HN: Canary (YC W26) – AI QA that understands your code

Hey HN! We're Aakash and Viswesh, and we're building Canary (https://www.runcanary.ai). We build AI agents that read your codebase, figure out what a pull request actually changed, and generate and execute tests for every affected user workflow. Aakash and I previously built AI coding tools at Windsurf, Cognition, and Google. AI tools were making every team faster at shipping, but ...

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.

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

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Monuses and Heaps

This post is about a simple algebraic structure that I have found useful for algorithms that involve searching or sorting based on some ordered weight. I used it a bit in a pair of papers on graph search (2021; 2025), and more recently I used it to implement a version of the Phases type (Easterly 2019) that supported arbitrary keys, inspired by some work by Blöndal (2025a; 2025b) and Visscher ...

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

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GitLab.com

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.

US national debt surges past $39 Trillion

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WASHINGTON (AP) — The national debt surpassed a record $39 trillion on Wednesday, a milestone that comes just weeks into the U.S.-Israeli war in Iran. The unprecedented figure highlights competing administration priorities, from passing a massive tax law and boosting defense spending and immigration enforcement to chipping away at the debt itself — the latter of which Donald Trump promised to ...

How many branches can your CPU predict?

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Processors can learn to predict branches over time, especially with repeated use of the same random values. AMD processors performed well in this benchmark, while Intel processors showed disappointing results.

Gluon: Explicit Performance

Gluon is a Python frontend to Triton GPU ttg IR, providing explicit controls and optimizations for GPU programming. It strikes a balance between portability and performance, suitable for domain-specific languages in the era of agentic AI.

Austin’s surge of new housing construction drove down rents

https://www.pew.org/-/media/data-visualizations/infographics/2026/03/hpi_3-12_1d.png
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.

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 ...

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.

A survey on LLMs for spreadsheet intelligence

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[en] Spreadsheets play a critical role in modern data work and are one of the most popular tools for data analysis across various domains. Despite their prevalence, spreadsheet tasks often require writing complex formulas, cleaning tabular data, and a thorough understanding of the heterogeneous structure, which are error-prone and time-consuming, even for expert users. The integration of ...

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

https://opengraph.githubassets.com/f9fedbc880b01a915722961b2c36d2eb7e7c5609988c150506a1b26ab4206296/alainnothere/llm-circuit-finder
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.