Our commitment to Windows quality

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Microsoft is making changes to Windows 11 to improve performance, reliability, and user experience, including taskbar customization, AI integration, and reduced Windows Update disruption. The company is focusing on making Windows 11 more responsive, consistent, and secure, with a goal of delivering better experiences with greater confidence, month after month.

France's aircraft carrier located in real time by Le Monde through fitness app

Contactez licensing[@]groupelemonde.fr pour obtenir une autorisation d'accès. Incluez une copie de la page d'erreur avec votre adresse IP et votre identifiant de requête (RID).

Attention Residuals

https://raw.githubusercontent.com/MoonshotAI/Attention-Residuals/master/assets/overview.png
Attention Residuals (AttnRes) is a drop-in replacement for standard residual connections in Transformers that enables selective aggregation of earlier representations via learned attention. It consistently outperforms the baseline across all compute budgets and mitigates PreNorm dilution.

VisiCalc Reconstructed

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The user discusses rebuilding a minimal VisiCalc clone from scratch, focusing on a data model, formula evaluator, and simple UI to display cells, and implements a recursive descent parser to calculate formulas on the fly. The user also implements a basic UI using the ncurses library, allowing users to navigate through cells, edit them, and display their values, with features like ...

The Los Angeles Aqueduct Is Wild

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The Los Angeles Aqueduct is a 300-mile gravity-fed system that brings water from the Eastern Sierra to LA, but its construction and operation have been marked by controversy and environmental impact. The aqueduct's design and expansion have had significant effects on the Owens Valley and surrounding ecosystems, highlighting the need for careful consideration of costs beyond the balance sheet.

Parallel Perl – autoparallelizing interpreter with JIT

https://perl.petamem.com/gpw2026/img/act1/pv-exp-j1-prague.jpg
The user discusses issues with CPAN and PBP, and their decision to use STM32F103 instead of ATmega328 for faster performance. They also mention their use of CAN protocol, Perl, and Rust for various projects and tasks.

NumKong: 2'000 Mixed Precision Kernels for All

https://ashvardanian.com/numkong/NumKong-v7.jpg
These are a few lines of celebratory “proud-dad” rumblings and highlights from my largest open-source release to date. I’m killing my SimSIMD project and re-launching under a new name — NumKong — StringZilla’s big brother. Over 2'000 SIMD kernels for mixed precision numerics, spread across 200'000 lines of code & docstrings, in 7 languages. One of the largest collections online — ...

Delve – Fake Compliance as a Service

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Delve, a compliance company, uses fake evidence and fabricated audit reports to make companies appear compliant with frameworks like SOC 2, ISO 27001, HIPAA, and GDPR. Delve's platform relies on pre-populated templates, manual forms, and dodgy auditors to produce reports that falsely claim independent verification, putting clients at risk of criminal liability and hefty fines.

Entso-E final report on Iberian 2025 blackout

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On 28 April 2025, a total blackout occurred in continental Spain and Portugal, with disruptions in a small area of Southwest France. An Expert Panel investigated the incident and released a final report on 20 March 2026 with recommendations to prevent similar events.

Show HN: I made an email app inspired by Arc browser

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define brings email, chat, meetings, docs, and video together—so teams decide faster, switch less, and stay in flow.

Launch HN: Sitefire (YC W26) – Automating actions to improve AI visibility

Vincent and Jochen from sitefire developed a platform to improve brand visibility in AI search by analyzing and optimizing content for AI search engines. Their platform generates synthetic prompts, analyzes AI search results, and creates optimized content to increase AI bot requests and human referrals to clients' pages.

The Social Smolnet

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User implemented social features in Offpunk after realizing blogs and email already formed a decentralized social network. Offpunk allows users to share and reply to online content with simple email commands.

Super Micro Shares Plunge 25% After Co-Founder Charged in $2.5B Smuggling Plot

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Video Encoding and Decoding with Vulkan Compute Shaders in FFmpeg

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FFmpeg uses Vulkan Compute to accelerate encoding and decoding of professional-grade video on consumer GPUs, unlocking GPU compute parallelism at scale without specialized hardware. This approach complements Vulkan Video's fixed-function codec support, extending acceleration to formats and workflows it doesn't cover, making it an ideal starting point for making compute-based codec ...

Flash-KMeans: Fast and Memory-Efficient Exact K-Means

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers improved k-means algorithm for online use by addressing GPU bottlenecks through flash-kmeans, a new implementation. It achieves up to 17.9x speedup over best baselines and outperforms industry-standard libraries.

The bespoke software revolution? I'm not buying it

People are excited about bespoke software, but most users don't want to build custom tools, they want solutions to their problems. AI will be used for various tasks, but building custom systems will remain the domain of experts and enthusiasts.

Just Put It on a Map

https://substackcdn.com/image/fetch/$s_!t9fz!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F85a016fb-964a-41f9-86ad-3ee56f5e53ac_1375x705.png
The Center for Land Economics has developed tools like CivicMapper and PutItOnAmap to analyze land values and provide insights into urban development, with features such as 3D visualization, data cleaning, and time adjustment for mass appraisal workflows. These tools aim to help assessors, urban planners, and policymakers make informed decisions about land use and development, and are ...

Regex Blaster

Write regex patterns to destroy falling strings. 👾 Orange = enemies (destroy them). 🛡 Green = friendlies (don't hit them!).

Java is fast, code might not be

https://jvogel.me/assets/images/blog/string_concat_in_loop.jpg
A Java app was optimized by fixing common performance anti-patterns, resulting in 5x throughput, 87% less heap, and 79% fewer GC pauses. The fixes included using StringBuilder, avoiding redundant work, and pre-validating user input to prevent expensive operations.

ArXiv declares independence from Cornell

ArXiv, a preprint server, will become an independent nonprofit corporation on July 1 after over 2 decades of being hosted by Cornell University. This move aims to raise more money from a broader range of donors to fund staffing and technology for the site's growing number of preprints.

HP trialed mandatory 15-minute support call wait times (2025)

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HP implemented 15-minute wait times for some international callers to encourage digital self-solve options. The company has since lifted the mandatory wait times, prioritizing timely access to live phone support.

Too Much Color

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The author of csskit developed a minifier test suite and discovered that precise enough is almost never more than 3 decimal places for colours like oklch and oklab, and even less for lab and lch. The author found that 3dp is enough for most colour operations, with 1dp sufficient for lab/lch and 0dp for sRGB, and that this rule holds uniformly across different colour spaces and operations.

90% of crypto's Illinois primary spending failed to achieve its objective

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Cryptocurrency super PACs spent $14.2 million in Illinois primaries, mostly on losing candidates. Their few wins were in races with likely outcomes, using only a small fraction of their total funds.
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The FSF received a notice about a settlement in the Bartz v. Anthropic lawsuit over copyright infringement of works used to train LLMs. The FSF urges Anthropic to provide LLMs to users in freedom, including complete training inputs and source code.

Show HN: Sonar – A tiny CLI to see and kill whatever's running on localhost

https://opengraph.githubassets.com/3b0076caf9140cf02234e8f973549814347b05b3e88d62382758eb5ff402f886/RasKrebs/sonar
sonar is a tool that shows listening ports on localhost with Docker details and clickable URLs. It allows killing processes, tailing logs, and more by port number with various filtering and sorting options.

The worst volume control UI in the world

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Developers and designers on Reddit created a thread to come up with the worst volume control interface ideas for fun. The exercise helps strengthen creative muscles and think outside the box.

I'm OK being left behind, thanks

https://shkspr.mobi/blog/wp-content/uploads/2022/08/Smile-Metaverse.webp
The author is skeptical of early adoption of new technologies like cryptocurrencies and AI tools, preferring to wait until they are more stable and useful. They argue that being first is not as important as being effective and that most people will be able to catch up at their own pace.

The Soul of a Pedicab Driver

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The author, a pedicab chauffeur in Oslo, initially found the job both lucrative and personally rewarding but later experienced stress and frustration due to difficult passengers.

Randomization in Controlled Experiments

Cloudflare Ray ID和触发阻止的行为详细信息。

Chuck Norris has died

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Chuck Norris, an 86-year-old martial arts champion and actor, has died. He was a devoted husband, father, and grandfather, and inspired millions with his work, discipline, and kindness.