Will It Mythos?

https://swelljoe.com/img/full-bench.png
The author created a benchmark suite to test various AI models' ability to find security bugs, specifically those found by Mythos, and found that some models, like Gemma 4 and Qwen 3.6, performed well.

Steam Machine launches today

https://clan.akamai.steamstatic.com/images/45479024/7d1bda5486460ba7efc032efb727a61d638420a0.png
The SUPPORT sign has multiple language options for users to choose from. Users can report translation problems for any language.

VibeThinker: 3B param model that beats Opus 4.5 on reasoning with novel SFT+GRPO

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
VibeThinker-3B achieves frontier-level performance on verifiable tasks with 94.3% on AIME26 and 96.1% on LeetCode contests. It matches larger models like DeepSeek V3.2 and GLM-5 in performance, suggesting compact models can be a path to frontier-level performance.

GLM-5.2 – How to Run Locally

https://unsloth.ai/docs/~gitbook/image?url=https%3A%2F%2F3215535692-files.gitbook.io%2F~%2Ffiles%2Fv0%2Fb%2Fgitbook-x-prod.appspot.com%2Fo%2Fspaces%252FxhOjnexMCB3dmuQFQ2Zq%252Fuploads%252FJgdvmCITNT51eYmwwJE1%252Fglm52_top1_acc_anchored_vs_gb.png%3Falt%3Dmedia%26token%3D6a08d6cf-7762-45d6-97b9-6106daa89329&width=768&dpr=3&quality=100&sign=5a549303&sv=2
Run the new GLM-5.2 model by Z.ai on local hardware!

Polymarket has flooded social media with deceptive videos by paid creators

Please enable JS and disable any ad blocker

In praise of memcached

The user is discussing the misuse of Redis as a database due to its ease of use and features, leading to maintenance and monitoring issues. They prefer Memcached for caching due to its simplicity and stateless architecture, making it easier to handle downtime and clustering.

An Introduction to YOLO26

https://storage.ghost.io/c/2c/8d/2c8d8c0d-1c15-4b6d-825e-02b78d61d40a/content/images/size/w1200/2026/01/rfdetr-seg--1-.png
YOLO26 is a multi-task model family for object detection, segmentation, and classification, optimized for edge deployment with faster CPU inference and lower latency. It features five size variants and improved training with the MuSGD optimizer, outperforming previous YOLO generations in edge deployment.

Optocam Zero: a Pi Zero based digital camera made using off the shelf components

https://raw.githubusercontent.com/dorukkumkumoglu/optocamzero/main/assets/DSCG1663.jpg
Optocam Zero is a compact digital camera made with off the shelf components and Raspberry Pi Zero. It's designed for fun and ease of use with a printable case and simple build process.

Cyberdecks, going analog, and convivial technology

https://blog.hydroponictrash.solar/content/images/size/w160/2026/03/aghuVek1_400x400.jpg
People are opting out of social media and technology, seeking a return to physical media and handmade crafts. This movement is connected to a broader critique of industrialization and the exploitation of the working class.

My Mathematical Regression

https://blog.dahl.dev/img/problem15.png
User found an old Python project with a problem15.txt file, imagining a naive brute force approach followed by memoization and dynamic programming to solve it. User is impressed by past self's coding skills but feels nostalgic and a bit sad about the contrast between past and present abilities.

Japanese symbols that speak without words

https://arun.is/.netlify/images?url=_astro%2Fmon.BtGYKqsG.jpg&w=1440&h=960&q=100&dpl=6a39944c88709e000835c1ec
Japan uses symbols to convey meaning without words, such as the new driver sticker and police and fire service emblems. These symbols help people understand and respond to situations, especially in situations where context is incomplete.

Package Managers need global hooks

https://captnemo.in/img/profile.jpg
The user proposes package managers support global hooks to enhance security, allowing for threat feeds and malware scanners to be integrated into the package installation process. This would eliminate the need for reinventing defensive features in each package manager.

I built an offline tool to stabilize TV audio because nothing else worked

https://private-user-images.githubusercontent.com/271605878/605398961-9af9e7e2-2091-43f6-bb97-bdb2a31181e1.png?jwt=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3ODIxOTIzMjAsIm5iZiI6MTc4MjE5MjAyMCwicGF0aCI6Ii8yNzE2MDU4NzgvNjA1Mzk4OTYxLTlhZjllN2UyLTIwOTEtNDNmNi1iYjk3LWJkYjJhMzExODFlMS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjYwNjIzJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI2MDYyM1QwNTIwMjBaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1jMzk0ZjgzNWFhMzQ3OTcwZjk2MmNmNGVjYmJiNmVlYmJiYWMyNTBlYjE5NDJlZTBhMzA4ZDgwOTdlYjllM2FjJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZyZXNwb25zZS1jb250ZW50LXR5cGU9aW1hZ2UlMkZwbmcifQ.KKiDCC8087UOcy-FZ6GQ4PV4UZOLnq1K76kEA8fYqYs
⚠️ CEPA Logic is covered by an additional proprietary license included in this repository. See: CEPA_LOGIC_LICENSE.txt A small Windows tool that lowers loud TV ads automatically and restores normal volume smoothly. AdBuster PRO is a lightweight Windows application that monitors TV audio in real time and automatically reduces the volume when loud commercials appear. When normal audio returns, ...

Moebius: 0.2B image inpainting model with 10B-level performance

https://hustvl.github.io/Moebius/image_assets/tab2.png
Moebius achieves high-quality inpainting with 0.22B parameters, 15x inference speedup, and on-par/surpassing 10B-level models in 6 benchmarks. It's a task-specific specialist that's smarter, lighter, and faster than bloated generalists.

Windows NT for GameCube/Wii

https://opengraph.githubassets.com/57d70c1e9ff801306cff1c5f876ffc736f11ea8d2d52d14a3b86fce22248b4fa/Wack0/entii-for-workcubes
The ARC firmware supports various hardware devices including GameCube controllers, N64 controllers, and USB controllers, allowing users to install and run NT 3.51 on GameCube and Wii consoles. To install NT 3.51, users must create a raw disk image, partition the disk, and load the necessary drivers and HAL, following specific steps and requirements for each console and hardware configuration.

Show HN: Oak – Git alternative designed for agents

https://oak.space/oak/oak/cover
Oak is an open-source version control system for agents, developed as a Cargo workspace with a reusable VCS library and command-line client. It's in public beta, with a prebuilt binary available for macOS and Linux.

Canada plans 'nuclear renaissance' with up to 10 reactors built by 2040

https://i.cbc.ca/ais/4d6542bd-2c48-422d-8c55-7951b56230a5,1782148011502/full/max/0/default.jpg?im=Crop%2Crect%3D%280%2C169%2C4544%2C2556%29%3B
Canada plans to build up to 10 new nuclear reactors and double uranium exports by 2050 to meet its goal of doubling the electrical grid's capacity. The strategy aims to establish Canada as a reliable uranium export partner and use nuclear energy as a geopolitical lever.

Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Ultralytics YOLO26 is a unified real-time vision model family addressing limitations of YOLO detectors through coordinated architecture and training advances. It achieves 40.9-57.5 mAP on COCO at 1.7-11.8 ms latency, advancing the accuracy-latency Pareto front.

Is it time for a new Embedded Linux build system?

https://yoebuild.org/images/yoe-logo-square.png?h=0f2583b6003caabb00a8
The author, an embedded Linux developer, is exploring a new build system to simplify the process of building and maintaining connected products. The new system aims to provide a more efficient and flexible way to build and deploy modern software on embedded devices.

Canyon HUD helmet for road riding

https://d21buns5ku92am.cloudfront.net/69671/images/682526-VHR_S01_Hero_test_1-085ecc-large_webp-1781715195.webp
Canyon's Stingr Smart helmet offers AI-powered safety features and performance data through a heads-up display. It can operate as a standalone device or with Canyon's Predict bike technology, providing riders with real-time insights and alerts.

1,700 free online courses from top universities

https://www.openculture.com/wp-content/themes/openculture_v4c/images/open_culture_white.jpg
If you take the course for a certificate/credential, you’ll be charged. we will receive com­mis­sion from our affil­i­ate partners–coursera, future­learn and edx. the u.s. gov­ern­ment re­quires that all students have id and passwords to access the courses. you must have access to the internet to

Kyber (YC W23) Is Hiring a Head of Engineering

https://bookface-images.s3.amazonaws.com/small_logos/3004c4a72b716a80763763b95bf3e212c448756e.png
Kyber is building an AI-native document platform for enterprises, transforming regulatory document workflows and aiming for seamless AI template generation. They seek a hands-on Head of Engineering with expertise in AI systems, system design, and accountability to lead their engineering team.

Flock-Powered Police Chiefs Stalking Women Shows Why Warrants Are Needed

https://s.ipvm.com/uploads/embedded_image/ed4617c43efaa79ec7cc1c4a489f442605e32c46694bdc863d3ebfd8c71cd6ef/1ea72afc-413d-4a48-b346-2bd2b3bf84fb.jpg
A police chief in Illinois was arrested for using Flock's license plate reader system to track six people, including ex-partners, without a warrant. The case is part of a documented pattern of law enforcement misusing Flock to track romantic partners and rivals nationwide.

British Columbia, Time Zones, and Postgres

https://www.crunchydata.com/build/_assets/christopher-winslett.png-53E7CT5Z.webp
British Columbia moved to year-round Pacific Daylight Savings Time, permanently setting UTC-7. Storing UTC values in columns can lead to incorrect local time calculations due to time zone rule changes.

Show HN: Pagecast – Publish Markdown/HTML Reports to Cloudflare Pages

https://opengraph.githubassets.com/fdd10032cb178dd3354436d0fcb3f8855db6f626fb99a64ed44b7cc1b93e6844/Amal-David/pagecast
Pagecast is a local-first publishing tool for agent-generated reports and small static web projects. It allows previewing and publishing to Cloudflare Pages URLs from the terminal or coding agent.

Job application asked for my SAT scores

https://mrmarket.lol/static/og-image.png
The author is concerned about a job posting that asks for SAT scores, which they believe is an outdated and unreliable method for assessing cognitive ability. They argue that current hiring practices should focus on verifiable, current, and controlled assessments.

Show HN: Got sick of ads, so I made my own logic puzzle site

Puzzle Lair offers free Sudoku and other puzzle types with no ads or subscription. Unlock full catalogs with one-time purchases or a free account for more puzzles and features.

Chevron signs 20-year power agreement with Microsoft for West Texas data center

Chevron Corporation's forward-looking statements may differ from actual results due to various risks and uncertainties. These risks include changing oil prices, government policies, and global economic conditions.

Help I accidentally a wigglegram

https://lmao.center/blog/wiggle-accidents/i/wg_sc2-d500.gif
You created a script to use perceptual hashing to find similar images in your camera roll, automatically identifying potential wigglegrams. The script calculates the hamming distance between image pairs to find a threshold, helping to distinguish between intentional and accidental shots.

Prompt Injection as Role Confusion

https://role-confusion.github.io/assets/figures/text-stream-2.png
Researchers found that Large Language Models (LLMs) struggle to distinguish between their own thoughts and external commands due to a flaw in how they perceive roles, which are used to structure the model's internal representation of text. This flaw allows attackers to create new attacks, including CoT Forgery, which injects fake reasoning into a message or output, and can be used to steal ...