MAI-Code-1-Flash

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Microsoft introduces MAI-Code-1-Flash, a new coding model for fast and efficient assistance in developer workflows. It outperforms Claude Haiku 4.5 with better price to performance and is now rolling out to GitHub Copilot users in VS Code.

Use your Nvidia GPU's VRAM as swap space on Linux

https://opengraph.githubassets.com/2dbdd4438347db6dfb5d180394307019da2d2c3fdca12b1e830e1b00d2dd2bb3/c0deJedi/nbd-vram
A daemon allocates VRAM as a block device using the NBD protocol, exposing it as a swap device to the kernel. This approach sidesteps NVIDIA driver limitations and provides a swap solution with lower latency than NVMe.

CT scans of BYD car parts

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We CT scanned four BYD components—a battery cell, window switch, EV charger, and key fob—to see what's inside the world's best-selling EV that's banned in the U.S.

California’s university system went all in on AI, now it's tearing itself apart

San Jose State University's president Cynthia Teniente-Matson is using AI to integrate technology across campus life through the AI Everywhere strategy. The university has partnered with OpenAI to provide 500,000 licenses of ChatGPT.edu to students, faculty, and administrators.

4K years ago, Mohenjo-daro grew more equal over time

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Archaeologists found lower inequality levels in ancient Mohenjo-daro, with economic gaps shrinking over time. The city's focus on public infrastructure and shared resources contributed to its stability and equality.

AI Outperforms Law Professors in Stanford Law Study

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A Stanford study found law professors prefer AI-generated answers to student questions over human-written ones, with AI winning 75% of head-to-head matchups. The study suggests AI can be a valuable tool in legal education, offering high-quality, on-demand support that complements classroom instruction.

Gmail thinks I'm stupid, so I left

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The user is frustrated with Gmail's new AI features that nag and interrupt them while composing emails. They're switching to Fastmail after 16 years with Gmail due to the unwanted features.

LLMs are not the black box you were promised

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Researchers at Anthropic used circuit tracing to understand LLMs by training a replacement model to recreate outputs of base model's layers, decomposing activations into human-interpretable features. This allows tracing semantic relationships between high-level concepts, enabling pseudo-symbolic inference and multi-step reasoning.

My thoughts after using Clojure for about a month

The user is learning Clojure and finds it ergonomic and powerful, preferring it over Common Lisp and Scheme due to its cohesive design and large standard library. They appreciate Clojure's simplicity and uniformity, but acknowledge some pain points, such as its syntax and the need to learn Java for interop.

HP re-releases classic computer science calculator: The HP-16C

The HP 16c Collector's Edition retains the classic layout but is 100x faster with customizable word size and base conversions. It features programming capabilities with conditional branching, subroutines, and flags, and supports up to 203 bytes of program memory.

Open Repair Data Standard – Open Repair Alliance

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The Open Repair Data Standard (ORDS) helps combine repair data on electronics by defining a shared approach. It collects data on product, repair, and session information to identify trends globally and locally.

A walking tour of surveillance infrastructure in Seattle (2020)

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This walking tour in downtown Seattle aims to expose the hidden layers of surveillance technology in the city, including cameras, license plate readers, and data collection systems, and to raise questions about their use and impact on society. The tour highlights various surveillance tools and sites, including Amazon Go, Acyclica, the Washington State Fusion Center, and a peering site, and ...
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Adafruit received a letter from Flux's counsel demanding they stop publishing an article about Flux's intellectual property and user base. Adafruit has temporarily stopped publishing to consider their response to the demand.

How we index images for RAG

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Kapa's AI assistant uses a vision model at indexing time to describe images as text, then retrieves these descriptions alongside text chunks at query time, improving answer quality and reducing costs. This approach, which involves describing images once at ingestion and storing them as separate text chunks, outperforms query-time vision and is more cost-effective for large-scale applications.

Now AI agents need what RSS does

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The user is building a competitor monitoring agent and notes that sites with RSS feeds are more reliable than those without, requiring less maintenance. They added an RSS feed to their newsletter and saw two aggregators pick it up automatically within a week.

Trump signs downsized AI order after weeks of reversals

President Donald Trump signed an executive order addressing AI-driven cyber threats with a voluntary review process for AI companies. The order aims to enhance national security and global AI dominance while avoiding heavy federal oversight.

Multicore suppport for DOS is real – partly

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Gleam v1.17.0

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Gleam v1.17.0 has been published with new features and bug fixes. It includes improved escript creation, language server support, and compiler optimizations.

The advertising cartel coming to your web browser

Big Tech companies are proposing a built-in advertising system, Attribution Level 1, which prioritizes their own tracking over user privacy. This system could lead to more money for Big Tech and less for legitimate sites, while also enabling riskier tracking practices.

Why Janet? (2023)

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The author promotes Janet, a small, easy-to-learn Lisp dialect with a simple syntax and powerful features like macros and implicit serialization. Janet is ideal for writing command-line apps, scripting, and embedding in other languages due to its ease of use and flexibility.

My Students Can't Read

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Six weeks into the term, I assigned my rhetoric and writing students a 20-page article. It was the same length I had assigned for five years and the same length I had read without complaint as an undergraduate a decade ago. Not one student finished it. When I asked why, a student answered honestly: It was too long, and she kept losing track of what the paper was about. This was not a remedial ...

QBE – Compiler Backend – 1.3

QBE 1.3 is a significant release with 7k new lines of code and 1.5k deleted ones, featuring a new IL matching algorithm and optimizations. It achieves 63% of commercial compiler performance on coremark and 33% improvement on the Hare test suite.

MP3s from Google Drive in Music Assistant on Home Assistant

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User has a large MP3 collection on Google Drive and Home Assistant. They followed a blog post to connect Google Drive to Music Assistant using rclone and WebDAV server.

Expanding Project Glasswing

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Project Glasswing is expanding to 150 new organizations in 15 countries to secure software with AI. The goal is to adapt to AI's changing cybersecurity landscape and prevent catastrophic attacks affecting over 100 million people.

Show HN: Paseo – Beautiful open-source coding agent interface

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Paseo is a self-hosted coding platform that allows running agents in parallel on your machine with full dev environment. It supports multi-provider models, voice control, cross-device access, and local server management.

Bringing Up DeepSeek-V4-Flash on AMD MI300X

Doubleword is building an inference cloud using AMD's MI300X, a high-end AI accelerator. The MI300X is underappreciated due to software issues, but it offers 192GB of HBM3 and comparable FP8 compute to NVIDIA's H100 at a lower price.

Preparing for KDE Plasma's Last X11-Supported Release

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Plasma is transitioning to Wayland, removing X11 support in Plasma 6.8. This change will allow for new performance improvements and features, but may require custom scripts and workflows to adapt.

Fidonet: Technology, Use, Tools, and History (1993)

FidoNet is a point-to-point email network that uses modems to connect over 20,000 nodes worldwide, allowing users to send and receive email and news. The network was developed in 1984 and has a unique addressing system, with gateways to the Internet and other networks, and a strong focus on user autonomy and minimal technical support.

Love systemd timers

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Systemd timers are a modern alternative to traditional cron jobs, offering more flexibility and features such as stdout and stderr output control and calendar versus time span units. They can be configured to run at specific times, intervals, or relative to other events, and provide a clear picture of scheduled tasks with the list-timers subcommand.

Show HN: Live breath detection and biofeedback from a phone microphone

https://opengraph.githubassets.com/2f49e452dbdcafd9f56708226ed32de20cbcf352434fe8be50624456f356da83/shiihaa-app/shiihaa-breath-detection
The app uses a phone microphone to detect breathing patterns in real-time, without uploading audio or speech analysis. It provides biofeedback by reflecting the user's breathing back to them, without forcing extreme or forced breathing.