Apple's Software Quality Crisis

https://www.eliseomartelli.it/api/og/blog/2025-03-02-apple-quality
Apple user experiences significant lag and overheating with iPad Air 11" M2 running iPadOS 18.1 and 18.3.1. Software quality decline raises concerns about Apple's prioritization of new features over optimization and user experience.

Repairable Flatpack Toaster

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Blender-made movie Flow takes Oscar

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Made a scroll bar buddy that walks down the page when you scroll

You created an animated stick figure that walks up and down the side of a page when scrolled, and plan to make a skateboarder, rock climber, or squirrel next. You're looking for ideas on other scroll buddies to create.

TSMC expected to announce $100B investment in U.S.

https://images.wsj.net/im-54750862?size=1.42
Nvidia's AI chip production relies on Taiwan Semiconductor Manufacturing Co. The US is investing $100 billion to secure chip supply chain with domestic manufacturing.

MIT 6.S184: Introduction to Flow Matching and Diffusion Models

https://colab.research.google.com/img/colab_favicon_256px.png
The course builds a mathematical framework for generative AI models from first principles, focusing on diffusion and flow-based models for continuous data. Students will gain hands-on experience with stochastic differential equations and build a toy image diffusion model from scratch.

The Golden Age of Japanese Pencils (2022)

Ask HN: Who is hiring? (March 2025)

Tetmon: Hiring QA Automation Engineer for remote full-time position to expand end-to-end tests for application, with experience in Python and TypeScript.

SQLite-on-the-server is misunderstood: Better at hyper-scale than micro-scale

https://rivet.gg/_next/static/media/image.f86d756a.png
Rivet is a new open-source serverless platform that's been exploring SQLite-on-the-server. They argue that SQLite shines at scale, not just in small hobbyist deployments.

The top 10% owns 87% of the stocks

https://awealthofcommonsense.com/wp-content/uploads/2025/02/image-183.png
The top 10% of earners own 84% of private businesses, 44% of real estate, and two-thirds of overall wealth, with their spending increasing by 12% between September 2023 and 2024. This concentration of wealth makes the economy riskier and harder to understand, with the author predicting it will only get worse.

Youth and what happens when it's gone

https://substackcdn.com/image/fetch/w_520,h_272,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffae08d5a-62dd-4f45-9c12-3a79e91ff597_1456x1048.gif
He had a timeline of his favorite authors, moving his face forward each year, but failed to publish a novel before 30. He realized that being young is a shortcut to greatness, but as he aged, his mistakes became flaws of character.

James Harrison, whose blood donations saved >2M babies, has died

https://npr.brightspotcdn.com/dims3/default/strip/false/crop/4649x3094+0+0/resize/1100/quality/50/format/jpeg/?url=http%3A%2F%2Fnpr-brightspot.s3.amazonaws.com%2F03%2Fbe%2F1b1c2e3c4d289d8a9ca5c2fd2fb9%2Fgettyimages-995411052.jpg
James Harrison, known as the "Man with the Golden Arm," has died at 88 after donating blood and plasma 1,173 times, saving 2.4 million babies. His plasma contained a rare antibody used to prevent a potentially fatal disease in newborns.

How the U.K. broke its own economy

https://cdn.theatlantic.com/thumbor/7zzKOU2bCpn2_rVsNaWESSOUfx0=/0x0:2700x1519/960x540/media/img/mt/2025/02/2025_02_27_british_economy_AZ_479794709/original.jpg
The UK is facing a severe energy shortage and affordability crisis due to outdated laws and regulations that hinder construction and infrastructure development. The country needs comprehensive reform to unlock private investment in housing and energy, including overhauling the Town and Country Planning Act and reducing frivolous lawsuits.

About Google Chrome's "This extension may soon no longer be supported" (2024)

https://private-user-images.githubusercontent.com/585534/354625184-40c6c11f-aef5-4b97-ba2b-c63dc76f219e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3NDA5OTUyNzQsIm5iZiI6MTc0MDk5NDk3NCwicGF0aCI6Ii81ODU1MzQvMzU0NjI1MTg0LTQwYzZjMTFmLWFlZjUtNGI5Ny1iYTJiLWM2M2RjNzZmMjE5ZS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjUwMzAzJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI1MDMwM1QwOTQyNTRaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT03OWY0NGRkMWVkNmEyMDYzMzg2ZmJiNGFjNzM5ZjU4N2U4MmY0ZTlkNTc1OTcwNzEwNjNmNTZiMDY0ZTEyOTQ1JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCJ9.qJ_EyLOyugxIyqnpc-AZILVqCQVIVkIyTTk2EyIjEEY
Google Chrome will warn users about uBlock Origin's deprecation due to Manifest v2 support ending. A pared-down version, uBlock Origin Lite, is available but lacks many features.

The power of interning: making a time series database smaller

This week-end project started by browsing the open-data repository of Paris’ public transport network, which contains various APIs to query real-time departures, current disruptions, etc. The data reuse section caught my eye, as it features external projects that use this open data. In particular, the RATP status website provides a really nice interface to visualize historical disruptions on ...

Hacking the Xbox 360 Hypervisor Part 2: The Bad Update Exploit

Welcome to part 2 of the Hacking the Xbox 360 Hypervisor blog series. In this part I’ll cover how I found and exploited bugs in the Xbox 360 hypervisor to get full code execution and create the “Bad Update” exploit. If you haven’t already, I highly recommend you read (or at least skim through) part 1 as this post will reference a lot of the material discussed there. As I mentioned in part 1, ...

Atlanta Fed predicts -2.8% GDP

https://www.atlantafed.org/-/media/Images/cqer/research/gdpnow/gdpnow-forecast-evolution.gif
The GDPNow model is a nowcasting tool that forecasts real GDP growth using a "bridge equation" approach and is updated six or seven times a month. It is not an official forecast of the Federal Reserve Bank of Atlanta, its president, or the FOMC, and its accuracy is comparable to professional forecasters.

Comparing Fuchsia components and Linux containers [video]

https://fosdem.org/2025/assets/style/logo-gear-7204a6874eb0128932db10ff4030910401ac06f4e907f8b4a40da24ba592b252.png
Google Fuchsia's component framework is similar to Linux container solutions like Docker, but with key differences. This talk will explore where and why these two technologies diverge in their design and use cases.

Math Academy pulled me out of the Valley of Despair

https://bear-images.sfo2.cdn.digitaloceanspaces.com/herman-1683556668-0.png
The user's journey with math involved overconfidence, failure, and eventual mastery through structured learning, leading to a newfound passion and expertise. With persistence and the right tools, the user overcame past failures and achieved a high level of competence in math.

Show HN: Agents.json – OpenAPI Specification for LLMs

https://raw.githubusercontent.com/wild-card-ai/agents-json/master/static/demo/stripe-demo.png
agents.json is an open specification that describes contracts for API and agent interactions, built on top of the OpenAPI standard. It enables AI agents to interact with APIs reliably by providing a structured contract for API calls and interactions.

An Attempt to Catch Up with JIT Compilers

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
We added Dynamic Binary Modification to the Hopc AoT JavaScript compiler to improve performance, but it didn't shorten execution times on x86_64 architectures. This result suggests that compiler optimizations may not be worth the effort if the processor can already accelerate the code.

Show HN: Knowledge graph of restaurants and chefs, built using LLMs

LeFooding.com reviews are used to create a network of French restaurants and staff, with nodes representing entities and edges representing relationships. A structured generation model like OpenAI's gpt4o-mini is used to extract information from reviews and build a graph with over 5000 nodes and edges, allowing for visualization and analysis of the culinary network.

The Internals of PostgreSQL

http://www.interdb.jp/pg/title2.png
The document explains how PostgreSQL works and provides a whole picture of the system, written by an experienced software developer and technical manager. It can be freely used for non-commercial purposes, but requires permission for commercial use.

Ask HN: Who wants to be hired? (March 2025)

I am a senior platform engineer contractor with 10+ years experience working for large enterprises building and operating container-based internal platforms-as-a-service, looking for a director or project manager position, or as a software architect, preferably in Boston. I have extensive experience in various technologies including Kubernetes, Go, Ruby, Python, Rust, Bash, and most platform ...

Go-attention: A full attention mechanism and transformer in pure Go

https://opengraph.githubassets.com/50cc5f87c6258e26a67bf1e5336c6ae435d3a5ebb114a6eae76b1754b372c5e6/takara-ai/go-attention
The module provides a pure Go implementation of attention mechanisms and transformer layers for high performance and ease of use. It's suitable for edge computing due to its dependency-free nature.

Sayonara, R35: Nissan Japan has stopped taking orders for the GT-R

https://www.topgear.com/sites/default/files/2025/03/img_0003.jpg
Nissan has stopped taking orders for the R35 GT-R in Japan, its last surviving market. The R35 lived a full life with over 600bhp, winning titles in GT1, Super GT, and GT3 series.

BM25 in PostgreSQL

cle1::1741303076-pHRtjJHR7sRc4dWWOtgIkeoJBVvGyQBY

Show HN: FlakeUI

https://opengraph.githubassets.com/7ec991909186531b43b4bd2899cb16ca62631013ab0a07a36ab56d1a50f2e74e/tearflake/flake-ui
FlakeUI is a unique graph interface for HTML pages with fractal structure, allowing users to navigate and zoom content. It uses gestures and XML files to arrange content, ideal for curated web links and mobile start pages.

Losing a 5-year-long Illinois FOIA lawsuit for database schemas

https://mchap.io/assets/maintaindatamodels.png
The user struggled to obtain data from the City of Chicago's CANVAS system through FOIA requests due to lack of clarity on what data exists. The user's goal is to make it easier to request data through FOIA by allowing SQL statements to be sent to agencies for them to run.

The “strategic reserve” exposes crypto as the scam it always was

https://alexkolchinski.com/wp-content/uploads/2019/11/portrait_large.jpg?w=200
The US government is now using taxpayer dollars to buy up cryptocurrencies, revealing that crypto boosters have been self-serving in their claims of crypto's value outside of government control. This move may lead to a collapse of the crypto market, causing widespread economic damage.

Chrome Returns 206 when the Server Returns 403

https://aoli.al/images/chrome-bug/chrome-response.png
The user spent a day debugging a bug in a parquet viewer that crashed when accessing S3, but eventually found the issue was with Chrome's range request optimization, which was not a bug but a feature. The user reported the issue to the Chromium team, but they refused to fix it, and instead suggested that the application code should handle the partial data response.

Linux laptop maker called me a Zombie

https://thelibre.news/content/images/size/w1200/2025/02/out-17d6b1532d748b21.png
The user had a bad experience with MALIBAL, a Linux hardware company, due to their unprofessional behavior and unreasonable expectations. MALIBAL's behavior included insults, accusations, and attempts to ban entire countries from their services, as well as a history of similar incidents with other companies.

Show HN: Sonauto API – Generative music for developers

The Sonauto API allows users to generate music with various options such as tags, lyrics, and prompts, and also provides endpoints for extending and inpainting existing songs. Users can retrieve the status of their generation requests and download the final generated song, but note that songs will be deleted from the servers after one week.

Show HN: Open-source Deep Research across workplace applications

https://objects.githubusercontent.com/github-production-release-asset-2e65be/633262635/92e23d4f-623c-4b64-825d-a4d3b48d800b?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20250304%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250304T190809Z&X-Amz-Expires=300&X-Amz-Signature=5b39c2eb5270d0e9385b592d1c7ab68ad258c54eac834662acb4d4492dcd779e&X-Amz-SignedHeaders=host&response-content-disposition=attachment%3B%20filename%3DOnyxBot.png&response-content-type=application%2Foctet-stream
Onyx is an AI platform connecting to company docs, apps, and people with a feature-rich chat interface and 40+ connectors. It offers scalable deployment options and a free Community Edition under the MIT Expat license.

One Logo, Three Companies

https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjyRbGAm3e40ZeM-maBxu2Iayyw1b5vErqboDJzCF_pYSiafxV7TsMdXYCaulvTYzcCQ1o1FlJNuhYxtpj3SkDV23ySf8JJW8wZtp450rvUE5UD7s2WaDTSXohPHlQWM0FRyDpiS7W2THi9/s320/P1050147-blog-WM.jpg
Mitsubishi is a name shared by three different companies: a keiretsu of companies, a pencil manufacturer, and a cider producer. The Mitsubishi Corporate Name and Trademark Committee regulates the use of the name and logo to prevent confusion.

Ex-SAP CTO walks away with €7.1M payout after scandal

https://regmedia.co.uk/2025/03/03/shutterstock_sapbuilding.jpg
SAP paid former CTO Jürgen Müller €7.1 million after he left by mutual agreement following an incident at a company event. SAP also paid €12.6 million to Scott Russell and €9 million to Julia White after they exited their roles.

Solving First Order Differential Equations with Julia

https://ritog.github.io/posts/1st-order-DE-julia/fractal-2008101.jpg
This tutorial teaches how to solve Differential Equations using the DifferentialEquations.jl package in Julia, focusing on translating first-order DEs to Julia and solving them using the library's high-level API. It covers basic concepts, examples, and implementation of DEs, including radioactive decay and temperature cooling, using the ODEProblem solver.

Amazon’s delivery drones are grounded in College Station, Texas

https://media.wired.com/photos/67a108c19a79dfc7894537c6/master/w_2560%2Cc_limit/Amazon-Delivery-Drones-Business-1732229069.jpg
Amazon's drone delivery in College Station, Texas, faced opposition due to noise concerns and potential property value impact. The company has since relocated and reduced flights, with residents noticing a return of wildlife and peace in the area.

On the criteria to be used in decomposing systems into modules (1972)

This paper discusses modularization as a mechanism for improving the flexibility and comprehensibility of a system while allowing the shortening of its development time. The effectiveness of a "modularization" is dependent upon the criteria used in dividing the system into modules. A system design problem is presented and both a conventional and unconventional decomposition are described. It ...

PFAS in fertilisers blamed for killing livestock in Texas and wreaking havoc

https://d2cbg94ubxgsnp.cloudfront.net/Pictures/480xany/9/6/5/538965_a14_61843_crop.jpg
A fertiliser contaminated with PFAS was spread on adjacent farmland in Johnson County, Texas, causing illness in farmers and death in livestock and fish. The EPA has set national drinking water standards for six PFAS, but biosolids regulation remains a concern.

Reintroductions of beavers into the wild in several parts of England

https://www.wildlifetrusts.org/sites/default/files/TWT_LOGO_PRIMARY_COLOUR%20%284%29.png
Beavers to return to England's rivers, helping create wetlands and reduce flood peaks.

Urban Dead is shutting down

Urban Dead will shut down on March 14, 2025, due to UK's Online Safety Act. The game will be switched off at noon UTC with no grand finale.

Robust Wavefront OBJ model parsing in C

https://nullprogram.com/img/objrender/cube.png
The article presents a robust OBJ parser in C that can handle vertices, normals, and triangle faces with normals, and supports relative indexing and negative indices. The parser uses an arena for memory management, and includes functions for parsing integers and floats from strings, and for rendering the model using OpenGL 1.1.

AgenticMemory: Zettelkasten inspired agentic memory system

https://raw.githubusercontent.com/WujiangXu/AgenticMemory/main/Figure/framework.jpg
Researchers introduced A-MEM, an agentic memory system for LLM agents that dynamically organizes memories. It outperforms existing baselines in empirical experiments on six foundation models.

First flat telescope lens that captures color, detecting light from stars

https://scx1.b-cdn.net/csz/news/800a/2025/the-future-of-telescop.jpg
Scientists at the University of Utah created a large aperture flat lens that focuses light as effectively as traditional curved lenses while preserving accurate color. This technology could transform astrophotography imaging systems, especially in space-constrained applications like aircraft and space-based telescopes.

Permacomputing

Permacomputing is a community and concept challenging industrial computing's environmental and societal issues with a focus on resilience and regenerativity. It's an anti-capitalist project driven by anarchism, decoloniality, and ecologism, inviting collective rethinking of computational culture.

Launch HN: Cuckoo (YC W25) – Real-time AI translator for global teams

Yong Hee and Gunwoo from Cuckoo, a real-time AI translator, offer a solution for global sales, marketing, and support teams to avoid language barriers. Cuckoo works by inviting a bot to Zoom meetings, providing contextual translations and live transcripts.

Regulatory gridlock in the U.S. risks losing the drone arms race

The US risks falling behind in drone technology due to outdated FAA regulations, while Europe's proactive regulations have enabled drone startups like Manna to thrive. A commercial drone ecosystem in the US could unlock innovation, supply-chain resilience, and economic growth, positioning the country better for future national security challenges.

Tianjin robot incident raises alarm over public safety and robotics

https://www.businesskorea.co.kr/news/photo/202503/236533_239674_3131.png
A humanoid robot in China's Tianjin unexpectedly displayed aggressive behavior during the Lunar New Year festival, prompting concerns about public safety and robot deployment. The incident highlights the need for regulatory and safety measures to govern robot-human interactions and ensure public confidence in robotic technology.

Treasury Announces Suspension of Enforcement of Corporate Transparency Act

https://home.treasury.gov/themes/custom/hamilton/logo.svg
The Treasury Department is temporarily halting Corporate Transparency Act penalties and will narrow the rule to foreign companies. This change aims to support American taxpayers and small businesses by reducing regulatory burdens.

The weird afterlife of Xbox Kinect

https://i.guim.co.uk/img/media/94e1d72606525b45421b9a5c3320f1e595a74a48/0_44_3500_2099/master/3500.jpg?width=445&dpr=1&s=none&crop=none
The Kinect, a motion-sensing camera, was initially a gaming sensation but failed to live up to expectations due to a lack of games and reliability issues. However, it found new life in various fields such as art, robotics, and ghost hunting.

Show HN: Open-Source Windows AI assistant that uses Word, Excel through COM

https://opengraph.githubassets.com/0254d84408272221e9c6f6ba12cde791d4d9f9145467faf40a2b4cba8474612b/Alkali-Sim/SmartestKid
A Windows desktop AI assistant built in Python. Assistant (without tools) is ~1000 lines of python code, with super simple chat UI inspired by the original AI, SmarterChild. Uses Windows COM automation to interface with Microsoft Office (Word, Excel), Images, and your file system. Perfect for Windows users looking to explore AI-powered desktop automation.

DOGE's AI use in government doesn't add up

Phlex for Rails Emails: Action Mailer Without ERB

https://camillovisini.com/_astro/camillo_visini.DPTmwJOq_1OPV9D.png
The user replaced ERB views with Phlex in a Rails application, including Action Mailer, to write HTML and email templates in pure Ruby. This allowed them to manage HTML and text versions in one place, use Phlex components for layouts and views, and remove all ERB files from the app.

Cautious Optimizers: Improving Training with One Line of Code

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers propose a single-line modification to momentum-based optimizers, called cautious optimizer, which preserves Adam's convergence guarantee and speeds up transformer pretraining up to 1.47 times. Empirical experiments show better results in LLM post-training tasks using the cautious optimizer.

The Day the Muse Died

After 26 years in law enforcement, I was ready to retire early and reinvent myself as a fine artist. Why not? I’d been drawing since I was a boy, and then I moonlighted as an editorial cartoonist for two newspapers during my police career. Then, I dove into landscape painting. I took several vacations to travel to Idaho and study oil painting with Scott L. Christensen, one of the preeminent ...

Bocoup Is Now Worker-Owned

https://static.bocoup.com/assets/2025/02/20021550/bocoupers-1.png
Bocoup has transitioned to a cooperative model with worker-owners focusing on public-interest technology. They will continue to prioritize interoperability, accessibility, and testing while emphasizing tools that resist capture and safeguard privacy.

Evals are not all you need

https://www.marble.onl/posts/media/karpathy_twitter.png
Evaluations for AI systems are flawed as a guarantee of software performance due to limitations in data, scoring, and system evaluation. They provide limited information about a system's performance in real-world scenarios and can be misleading due to the long tail problem.

Alibaba Launches C930 RISC-V Chip Amid Shift from Western Tech

Researchers and companies are developing new AI models and hardware to improve scientific research and computing capabilities. Various breakthroughs and collaborations are being made in AI, quantum computing, and high-performance computing.

Show HN: Firebender, a simple coding agent for Android Engineers

https://mintlify.com/docs/api/og?division=Documentation&mode=light&title=Agent&description=Command+the+smartest+models+to+edit+and+run+your+code+directly&logoLight=https%3A%2F%2Fmintlify.s3.us-west-1.amazonaws.com%2Ffirebendercorp%2Flogo%2Flight.png&logoDark=https%3A%2F%2Fmintlify.s3.us-west-1.amazonaws.com%2Ffirebendercorp%2Flogo%2Flight.png&primaryColor=%23e65c00&lightColor=%23ffb899&darkColor=%23e65c00
Example: Creates end to end tests and iterates off of gradle runs

Everything Is Chrome (2023)

https://upload.wikimedia.org/wikipedia/commons/e/ea/NCSA_Mosaic_Browser_Screenshot.png
Google's Chrome browser dominates the market with its Blink engine, giving Google near complete control over the web. This has led to concerns about Google's influence and the need for healthy competition and diversity in browser engines.

The IBM 650: An appreciation from the field (1986) [pdf]

The author reminisces about learning to program on the IBM 650, a machine that allowed them to develop problem-solving skills and mental abstractions. The 650's limitations forced them to think creatively and laid the foundation for their future success in computer programming.

What Vivian Maier saw in color (2018)

https://media.newyorker.com/photos/5bd8c0d1faf6452cfa0ab539/master/w_2560%2Cc_limit/scott-maier15.jpg
Vivian Maier was a secret photographer who took 150,000 pictures in Chicago from the 1950s until her death in 2009. Her covert work was discovered in 2007 and now she is considered a giant of American street photography.

Ask HN: How much employee resume verification is done in practice?

Employers typically verify basic information such as education and employment history but may not thoroughly investigate job titles or work experience. Fakery on resumes can sometimes go undetected until later in the hiring process or even after employment.

Difficult Employees (and How to Handle Them)

https://substackcdn.com/image/fetch/w_520,h_272,c_fill,f_auto,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F1ee9aad0-a86e-44ac-a5a8-f69e0e627c62_1456x1048.jpeg
Claire, Founder & CEO of Canopy, shares strategies for handling challenging employees, including the Cultural Cornerstone, Passive Resister, Technical Genius, Excuse Artist, and Unpredictable Performer. By understanding the root basis of these patterns and responding effectively, leaders can positively coach difficult employees and maintain a healthy, high-performing team culture.

Ask HN: Freelancer? Seeking freelancer? (March 2025)

Christopher Hoult, a 20-year web tech veteran, offers technical architecture, management, and integration services to startups and scaleups. He works remotely with hourly or monthly rates, focusing on fractional roles.

Effect of chewing hard material on enhancing cognitive function

4Department of Physical Medicine and Rehabilitation, College of Medicine, Yeungnam University, Daegu, Republic of Korea Introduction: Chewing has been reported to enhance cognitive function through the increase in cerebral blood flow. However, the mechanisms linking cerebral blood flow increase to metabolic changes in the brain affecting cognition remain unclear. We hypothesized that ...

SepLLM: Accelerate LLMs by Compressing One Segment into One Separator

https://sepllm.github.io/static/images/1.png
Researchers developed SepLLM to accelerate inference in Large Language Models by compressing segments between special tokens. SepLLM achieves a 50% reduction in KV cache with negligible performance compromise.

The Cocaine Files

https://www.cbc.ca/newsinteractives/content/images/_image_300/Newspaperman_1.jpg
Christian Smith Jr. went undercover in Saskatoon's Chinatown in 1924 to expose cocaine dealers, leading to the arrest of five men and a woman. His experience informed his later career in public health, where he worked on addiction prevention and education programs.

TSMC will reportedly invest $100B to expand US chip fab buildouts

https://cdn.arstechnica.net/wp-content/uploads/2025/03/GettyImages-1245437477-2-640x427.jpg
TSMC plans to invest $100 billion in US chip manufacturing plants under a four-year deal with President Donald Trump. The investment aims to expand US semiconductor production and reduce reliance on Taiwan and other Asian countries.

Show HN: Search and analyze millions of SEC filings with AI.

https://www.publicview.ai/static/media/demo.aff69b96a9c51b261c2c.jpeg
Publicview fetches latest SEC filings for companies, allowing analysis and visualization. It supports computations, graph creation, and data export to various formats.

Send Data with Sound

https://opengraph.githubassets.com/2211ae3b9fdec3c0580a19c961743a35fae89dd919f15cfdb200a7341ff083d9/solst-ice/chirp
The app converts text to audio frequencies for transmission and reception through speakers and microphones. It uses start and end signatures to encode and decode the data in real-time.

Windows Is Free for Business (2008)

Suppose you were hanging out at the Pentagon, having a coffee at the Ground Zero Cafe, talking with some five star general, and you casually ask "Does the US Military ever use pirated software?" The general would spit out his latte and laugh so hard that it might induce vomiting. If, after regaining his composure, he could even be bothered to deign the question with a response, he ...

How I Ace Midterms at a Top CS School by Studying 1-3 Hours (and Skipping Class)

https://rohan.ga/screenshot_20250302_205809.png
The user has developed a protocol to achieve decent results in school by optimizing health and mental state, using AI tools to analyze and memorize lecture slides, and practicing active recall. They take tests by skimming the whole test, relying on intuition, and focusing on the hardest questions last, and believe that their approach is not sustainable for everyone but can be adapted to suit ...

A float walks into a gradual type system

The author is designing a configuration language RCL, a gradually typed superset of JSON. They added floats to RCL, but it was challenging due to conflicting principles.

A JPEG Image Compression Service Using Part Homomorphic Encryption

https://opengraph.githubassets.com/2bbb0c4a0ff5d1cf2ceb6c4a171adcfcaf04fe82f4afd2b8de88a677b080f122/qianfei11/ShadowyCompression
A JPEG Image Compression Service using Part Homomorphic Encryption. - qianfei11/ShadowyCompression

The quest to find and save the Vasa (2019)

https://images2.minutemediacdn.com/image/upload/c_fill,w_720,ar_16:9,f_auto,q_auto,g_auto/shape/cover/sport/568289-karolina-kristensson-the-swedish-national-maritime-museums-vasa-02-2-05d7209ef1256b99b6f9235c5544531b.jpg
Anders Franzén discovered the Vasa, a 17th-century Swedish warship, in 1956. The ship was raised from the Stockholm harbor in 1961 after a five-year salvage operation.

IoT project using thermal sensors to monitor spaces

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The user built a real-time IoT device using an AMG8833 thermal imaging sensor to monitor a shared space, streaming data to S2 for durable storage and real-time updates. The estimated monthly cost for this project is around $2, with S2 providing a free and scalable solution for data processing and storage.

The Oldest "Map of America" Is Mysteriously Accurate

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A German theologian named Gustav Adolf Deissmann discovered the Piri Reis map in 1929, a 14th-century Turkish admiral's map that accurately depicts coastlines of South America and Africa. The map's creator, Captain Piri ibn Hajji Mohammed Reis, used advanced navigation techniques and source materials from across the world to create a remarkably accurate chart.

Nomadic infrastructure design for AI workloads

https://www.tigrisdata.com/blog/assets/images/nomadic-compute-78b3795789f3860483e46f565f6841c1.webp
The author proposes a design for a production-ready AI system that maximizes effectiveness per dollar, reduces dependency lock-in, and separates concerns down to their cores by using well-understood fundamentals like HTTP, queues, and object storage. This design, inspired by Taco Bell's efficient menu system, involves creating a nomadic compute system that dynamically mints and slays ...

Order Doesn’t Matter, But Reasoning Does

https://arxiv.org/static/browse/0.3.4/images/arxiv-logo-fb.png
Researchers introduced an order-centric data augmentation framework to improve large language models' logical reasoning. The framework enhances models' adaptability and performance on diverse logical structures through random premise shuffling and directed acyclic graph modeling.

Wake up Neo: An ancient painting competition, and The Matrix

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The Hardham muralist challenges the viewer to question their relationship with art and reality, echoing ancient Greek artists who used deception to convey meaning. By adopting Parrhasios's curtain trick, the artist invites us to look beyond the surface of art and seek a deeper understanding of perception and the nature of reality.

SOTA Code Retrieval with Efficient Code Embedding Models

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Qodo-Embed-1 is a new code embedding model family that achieves state-of-the-art performance with a smaller footprint, outperforming larger models on the CoIR benchmark. It enables efficient code search and retrieval tasks by improving semantic alignment between code and queries.

Multicomponent Glass Fertilizer for Nutrient Delivery in Precision Agriculture

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The demoralization is just beginning

https://geohot.github.io/blog/assets/images/us_v_china_trade.jpg
The US economy has become a scam where fake growth and value are created through financial manipulation, rather than actual production. To restore greatness, the US should attract high-value workers and back the dollar with gold, but this is unlikely to happen due to resistance and demoralization.