Hidden Gems in C's stdint.h: Beyond limits.h for Integer Type Definitions

2025-04-17
Hidden Gems in C's stdint.h: Beyond limits.h for Integer Type Definitions

This blog post recounts the author's unexpected discovery about integer type definitions while learning C. In the early days of C, the size of integers varied greatly across different architectures, leading compiler vendors to create custom type definitions like Microware's types.h. Later, the ANSI C standard introduced stdint.h, providing standard type definitions like uint32_t and maximum value definitions like INT_MAX from limits.h. However, the author recently discovered that stdint.h also includes definitions like INT8_MAX and UINT32_MAX, which can be directly used to define the maximum and minimum values of integer types of specific sizes, making the code more portable and avoiding errors caused by platform differences.

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Development integer types

ZEUS Laser: Michigan's 2-Petawatt Powerhouse Shatters US Records

2025-05-21
ZEUS Laser: Michigan's 2-Petawatt Powerhouse Shatters US Records

The University of Michigan's ZEUS laser facility has achieved a groundbreaking milestone, reaching 2 petawatts (2 quadrillion watts) in its first official experiment, making it the most powerful laser in the U.S. While this immense power—over 100 times the global electricity output—lasts only for a fleeting 25 quintillionths of a second, its applications are vast, spanning medicine, national security, materials science, astrophysics, and more. As a user facility, ZEUS welcomes research teams from across the globe to submit proposals. The laser employs innovative techniques to generate high-energy electron beams and is poised for a landmark experiment later this year, aiming to reach zettawatt-scale pulses.

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Tech

Android Auto-Reboot Security Feature Rolling Out Silently

2025-04-15
Android Auto-Reboot Security Feature Rolling Out Silently

Google is quietly rolling out a significant security update to all Android devices via Play Services 25.14. This update includes a feature that automatically restarts a locked device after three consecutive days of inactivity. This enhances security by preventing unauthorized access. The update also brings other improvements like improved settings screens and better connectivity with cars and wearables. Released on April 14th, the update may take a week or more to reach all devices. This auto-reboot mirrors Apple's 'Inactivity Reboot' in iOS 18.1, which raised concerns among law enforcement due to increased difficulty accessing data.

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Employer.com Acquires Bench Accounting: A New Chapter in Small Business Financial Management

2025-01-01

Employer.com, a leader in workforce management and business support solutions, announced the acquisition of Bench Accounting, a provider of bookkeeping services for small businesses. This acquisition ensures Bench customers will continue receiving the same high-quality service while gaining access to future enhancements and capabilities powered by Employer.com's resources. Employer.com is committed to empowering small businesses with the tools and support they need to thrive, and Bench's financial management expertise aligns perfectly with this mission. The acquisition is a win-win for both companies; Employer.com integrates Bench's technology and expertise into its platform, offering a tailored suite of services for growing businesses, while Bench customers continue working with their trusted in-house bookkeepers and retain full access to the Bench platform.

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Phoronix Benchmarks AMD Ryzen AI Max PRO 390 & Radeon 8050S Integrated Graphics

2025-06-06

Phoronix published a comprehensive Linux benchmark review of AMD's Ryzen AI Max PRO 390 processor and its integrated Radeon 8050S graphics. The Radeon 8050S, featuring 32 cores at 2.8GHz, slots between the Radeon 8060S and 890M in performance. Supporting resolutions up to 8K@60Hz, the review includes various game and benchmark tests, comparing it against other integrated graphics from AMD and Intel. The Radeon 8050S showed excellent out-of-the-box performance on Ubuntu 25.04 and Fedora 42.

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Symbolic Reference and Hardware Models in Python: A New Approach to Boosting Hardware Design Efficiency

2024-12-31

This article introduces a novel approach to hardware modeling using Python – symbolic models. Traditional hardware design workflows involve multiple models (behavioral, architectural, RTL, etc.) for verification, but debugging can be challenging for complex algorithms and data management. The author proposes using Python symbolic models, tracking data origins instead of the data itself, to simplify the debugging process. Using an image downscaler as an example, the article details the construction and comparison of reference and hardware symbolic models, showcasing the advantages of symbolic models in improving design efficiency and confidence, especially when dealing with complex data management and specification changes.

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Airflow: Redefining Video Streaming

2025-01-29

Airflow is a one-time purchase, lifetime-use video streaming software that streams videos to Chromecast, Apple TV, and AirPlay 2 enabled TVs. Unlike others, Airflow boasts a custom-built video processing pipeline. It supports features like HEVC video streaming to Apple TV without transcoding, adaptive audio volume, spatial headphone downmix, and even real-time subtitle text recognition (OCR) for enhanced 4K video playback. It also offers a remote control app, supports various subtitle and audio formats, and features a polished UI with powerful capabilities such as multiple playlist support and speed testing.

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Development video streaming

Lithium Propulsion: Hype vs. Reality in Aviation and Marine

2025-04-18
Lithium Propulsion: Hype vs. Reality in Aviation and Marine

This article debunks the hype surrounding lithium-ion battery propulsion systems for aircraft and boats. The author argues that the technology's energy density is significantly lower than traditional fuels, resulting in massive energy consumption throughout its lifecycle, excessively long charging times, and impractical payback periods. In many regions, the carbon footprint is even higher than conventional systems. Profitability remains elusive unless battery energy density increases dramatically, grid carbon intensity decreases significantly, and fast-charging technology makes a breakthrough.

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Reverse Engineering Cursor's LLM Client: Peeking Under the Hood of an AI Coding Assistant

2025-06-07
Reverse Engineering Cursor's LLM Client: Peeking Under the Hood of an AI Coding Assistant

This post details how the authors used the open-source framework TensorZero to build a self-hosted proxy and successfully reverse-engineered the LLM client of the AI coding assistant Cursor. By routing communication between Cursor and LLM providers through TensorZero, they could observe, analyze, and even optimize the prompts and models Cursor uses. They overcame challenges related to Cursor's server-side preprocessing and CORS issues. Ultimately, they gained complete visibility into Cursor's LLM interactions, including prompts and responses, enabling A/B testing of different LLM models. This work provides valuable insights into understanding and optimizing AI coding assistants and reveals a potential hierarchy of LLMs within Cursor.

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Development

Par: An Experimental Concurrent Language with Interactive Playground

2025-02-06
Par: An Experimental Concurrent Language with Interactive Playground

Par is an experimental concurrent programming language attempting to bring the expressive power of linear logic to practice. It features unique properties: processes communicate via channels, each channel has at most two endpoints, and deadlocks are impossible. All values are channels, including lists, functions, and infinite streams. While Par currently lacks some features like primitive types and non-determinism, it already expresses rich concurrency. This article details Par's syntax, semantics, and examples, covering channels, signals, recursion, and expression syntax. An interactive playground lets users experience Par's concurrency.

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Development linear logic

Microsoft to Kill Off Windows Maps App

2025-04-25
Microsoft to Kill Off Windows Maps App

Microsoft has announced it will deprecate and remove the Windows Maps app from the Microsoft Store in July 2025. This follows the earlier removal of offline maps support and the app's exclusion from new Windows 11 24H2 installations. While still available for download, reinstallation will be impossible after July. Microsoft directs users to the Bing Maps web version. This move signals a streamlining of Microsoft's mapping services, focusing on its web-based offering.

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YouTube Kills My Open-Source Media Library Video!

2025-06-06

A YouTuber received two community guideline violations for a video demonstrating LibreELEC on a Raspberry Pi 5 for 4K video playback. The video didn't promote any copyright circumvention tools, only self-hosting a media library. Yet, YouTube removed it for "promoting dangerous or harmful content." The creator uploaded the video to the Internet Archive and Floatplane. The creator reflects on YouTube's monetization model and AI content scraping, expressing concerns about the future of content creation.

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Development Media Library

Cold War Legacy: A 17-Year Secret Mission to Secure Plutonium in Kazakhstan

2025-06-03
Cold War Legacy: A 17-Year Secret Mission to Secure Plutonium in Kazakhstan

On the desolate steppe of eastern Kazakhstan, the Soviet Union conducted 456 nuclear tests during the Cold War. Following the Soviet collapse, significant amounts of plutonium-containing waste were abandoned, posing a serious nuclear security threat. Scientists from the US, Russia, and Kazakhstan overcame numerous obstacles in a 17-year, $150 million secret operation to successfully seal this waste with special concrete, eliminating a major nuclear safety risk. This operation demonstrates the potential of international cooperation in nuclear safety, while also highlighting the long-term uncertainties stemming from a lack of transparency.

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Solar Wind: A Constant Replenishment of Lunar Water

2025-04-26
Solar Wind: A Constant Replenishment of Lunar Water

A new experiment suggests that the sun is continuously replenishing water on the lunar surface. Scientists simulated the effects of solar wind on lunar soil samples and found that hydrogen ions from the solar wind combine with oxygen in the soil to form water molecules. Even when the samples were heated to typical lunar dayside temperatures, the water molecules decreased, but reappeared after cooling and subsequent exposure to simulated solar wind, indicating a renewable water cycle. This discovery has significant implications for future lunar exploration and resource utilization.

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IBM's Stealth Layoffs? RTO Mandate and India Expansion Spark Controversy

2025-04-18
IBM's Stealth Layoffs? RTO Mandate and India Expansion Spark Controversy

IBM is implementing a new return-to-office policy requiring US sales and cloud employees to work at least three days a week in the office, a move interpreted by some as a stealth layoff tactic, as senior employees may be less willing to relocate. Simultaneously, IBM is aggressively hiring in India and establishing new software labs. This coincides with the company downplaying its diversity and inclusion initiatives, potentially linked to shifting US government policies. IBM declined to comment.

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Tech

Mexico's Indigenous Language Renaissance: A Race Against Time

2025-05-16
Mexico's Indigenous Language Renaissance: A Race Against Time

Mexico is actively working to preserve its rich indigenous language heritage. Faced with the dominance of Spanish and English, 68 officially recognized indigenous languages, including Mayan and Nahuatl, spoken by nearly 7 million people, are in decline. To counter this, the Mexican government has launched an initiative to offer indigenous language classes nationwide, with some areas even implementing fully bilingual curriculums. Mayan language education in Yucatán is showing significant progress, with 35,000 students now having the option to study Yucatec Maya. Mexico City will also begin offering Nahuatl classes in 78 schools in the coming weeks. This initiative aims not only at language preservation but also at revitalizing indigenous culture by recognizing the importance of Mexico's pre-Hispanic heritage. However, challenges remain, including limited resources and dialect diversity. Discrimination, stemming from the legacy of Spanish colonization and ongoing social prejudice, is a serious concern. The fight for indigenous languages in Mexico is not just about preserving words; it's about reclaiming identity, dignity, and a place in a society that has long marginalized its native peoples.

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20-Year-Old Botnet Taking Down Thousands of Routers Crushed

2025-05-10
20-Year-Old Botnet Taking Down Thousands of Routers Crushed

Law enforcement agencies have dismantled a massive botnet that operated for two decades, infecting thousands of routers worldwide and creating two residential proxy networks: Anyproxy and 5socks. Four individuals from Russia and Kazakhstan were indicted for their roles in operating and profiting from these illegal services, raking in over $46 million. The botnet exploited vulnerabilities in outdated routers, providing anonymity for various cybercrimes including ad fraud and DDoS attacks. The takedown, a joint operation involving the US, Netherlands, Thailand and others, highlights the growing global cooperation in combating cybercrime.

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Tech

PLOS ONE Retractions: 45 Editors Linked to Over 30% of Retracted Papers

2025-08-06
PLOS ONE Retractions: 45 Editors Linked to Over 30% of Retracted Papers

A study in PNAS reveals a shocking pattern of misconduct at PLOS ONE. 45 editors, responsible for only 1.3% of published articles, were linked to over 30% of the journal's 702 retractions by early 2024. Twenty-five of these editors even authored retracted papers themselves. The research suggests a coordinated network potentially involving paper mills, highlighting systemic flaws in peer review. Specific editors, like Shahid Farooq (52 out of 79 edited papers retracted), demonstrate exceptionally high retraction rates. PLOS acknowledges the issue and states it has taken action, but the incident underscores the vulnerabilities of open-access journals to manipulation.

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Apple to Invest $500B in US, Create 20,000 Jobs

2025-02-24
Apple to Invest $500B in US, Create 20,000 Jobs

In a move to mitigate the impact of US tariffs on goods from China, Apple announced a $500 billion investment in the US over the next four years, creating 20,000 new jobs. This includes a new server manufacturing facility in Houston and a supplier academy in Michigan. The announcement follows a recent meeting between Apple CEO Tim Cook and President Trump, suggesting a potential effort to appease the administration and boost domestic production.

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Tech

Commencement Speech: Ditch the 'Drifting,' Chart Your Course

2025-05-23
Commencement Speech: Ditch the 'Drifting,' Chart Your Course

A commencement speech recounts the speaker's post-graduation uncertainty and eventual pathfinding. Graduates are categorized: those with plans, the apathetic, and those wanting plans but lacking them. The speech focuses on helping the last group. Graduation is framed as a pivotal point, no longer following 'train tracks,' but allowing free direction. It encourages active networking, finding interesting people and work, and overcoming fear of rejection to pursue ambitious goals, even if initial ideas seem flawed.

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Startup rejection

Chonkify: An Ultra-Lightweight Chunking Library

2025-06-03
Chonkify: An Ultra-Lightweight Chunking Library

Chonkify is an ultra-lightweight JavaScript library for splitting various iterables (arrays, strings, sets, maps, async iterables, etc.) into chunks of a specified size. It supports Unicode emojis and complex symbols, boasts a tiny footprint (core is just 870 bytes), has zero dependencies, is ESM-first and TypeScript-ready, and works in both browser and Node.js environments. Whether processing massive datasets or simple array splitting, chonkify handles it efficiently.

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Development chunking

Seismic Shift in Algorithm Simulation: Memory Breakthrough

2025-06-07

A groundbreaking result has shaken the foundations of algorithm simulation. Ryan Williams's new research demonstrates that all algorithms can be simulated using significantly less memory than their original runtime, a vast improvement over previous best-known results. This breakthrough leverages a space-efficient tree evaluation algorithm by Cook and Mertz, cleverly segmenting Turing machine computations and using finite field encoding to achieve a near-quadratic improvement in space complexity. While not preserving the time bound, this landmark result has profound implications for complexity theory and opens avenues for future research, such as further reducing space complexity bounds, potentially leading to the separation of P and PSPACE complexity classes.

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Development algorithm complexity

Google AI's Nonsense: Seriously Wrong Answers

2025-04-24
Google AI's Nonsense: Seriously Wrong Answers

Google's AI Overview feature provides definitions and origins for any made-up phrase, even nonsensical ones. It uses a probabilistic model, predicting the next most likely word based on its training data, generating seemingly plausible explanations. However, this approach ignores semantic correctness and may cater to user expectations, leading to seemingly reasonable explanations for meaningless phrases. This highlights the limitations of generative AI in handling uncommon knowledge and minority perspectives, and its tendency to 'please' the user.

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AI

OpenBSD Disk I/O Performance: More Threads Aren't Always Better

2025-06-08
OpenBSD Disk I/O Performance: More Threads Aren't Always Better

This post benchmarks the random read/write and latency performance of a 1TB Crucial P3 Plus SSD on OpenBSD 7.7 using fio(1). Results show good I/O scalability in OpenBSD, but increasing job counts beyond an optimal point (6-8 concurrent jobs) degrades performance due to contention and CPU overhead. Compared to Linux, OpenBSD shows more sensitivity to concurrency in NVMe writes. The test also reveals that excessive threads significantly impact desktop responsiveness. Future tests will extend to USB storage.

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Development I/O performance

Michael Larabel: 20 Years of Linux Hardware Benchmarking

2025-04-19

Michael Larabel, founder and principal author of Phoronix.com, has dedicated over two decades to improving the Linux hardware experience since founding the site in 2004. He's authored over 20,000 articles covering Linux hardware support, performance, graphics drivers, and more. He's also the lead developer behind the Phoronix Test Suite, Phoromatic, and OpenBenchmarking.org automated benchmarking software. A true veteran of the open-source Linux community.

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Tech

Extreme Optimization of a Rust Math Expression Parser: From 43 Seconds to 0.98 Seconds

2025-07-10
Extreme Optimization of a Rust Math Expression Parser: From 43 Seconds to 0.98 Seconds

This article details the author's journey in optimizing a Rust-based math expression parser's runtime from 43 seconds to a blazing 0.98 seconds. Through a series of optimizations, including avoiding unnecessary memory allocations, directly processing byte streams, removing the `Peekable` iterator, utilizing multithreading and SIMD instructions, and employing memory-mapped files, a dramatic performance improvement was achieved. The article thoroughly explains the principles and implementation methods of each optimization step, supported by flame graphs and performance data. This is a compelling case study on performance optimization, showcasing meticulous programming and clever use of Rust's features.

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SAP's €20B Bet: A Sovereign Cloud to Challenge US Giants in Europe

2025-09-05
SAP's €20B Bet: A Sovereign Cloud to Challenge US Giants in Europe

SAP is investing €20 billion over the next decade to expand its sovereign cloud infrastructure in Europe, positioning itself as a secure and compliant alternative to American cloud giants. This initiative focuses on providing sovereign infrastructure for public sector and regulated environments, offering three options: SAP Cloud Infrastructure (IaaS), Sovereign Cloud On-Site, and Delos Cloud in Germany. While the CEO previously cautioned against directly competing with US hyperscalers in infrastructure, this investment prioritizes integrating sovereignty into the technology stack, not replicating global infrastructure. The strategy emphasizes boosting Europe's competitiveness through software, AI, and applied innovation.

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SourceHut Under Siege: The High Cost of LLM Crawlers

2025-03-18

SourceHut, an open-source code hosting platform, is under relentless attack from large-scale LLM crawlers. Ignoring robots.txt, these bots indiscriminately scrape data, causing frequent outages and severely impacting service stability and developer productivity. The author pleads for a halt to the development and use of LLMs and AI tools, condemning the immense damage inflicted on the open-source community. This isn't just SourceHut's problem; it's a challenge for the entire open-source ecosystem.

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Development crawler attacks

Alibaba's ZeroSearch: Training AI Search Without Search Engines

2025-05-09
Alibaba's ZeroSearch: Training AI Search Without Search Engines

Alibaba researchers have developed ZeroSearch, a groundbreaking technique revolutionizing AI search training. By simulating search results, ZeroSearch eliminates the need for costly commercial search engine APIs, enabling large language models (LLMs) to develop advanced search capabilities. This drastically reduces training costs (up to 88%) and provides greater control over training data, leveling the playing field for smaller AI companies. ZeroSearch outperformed models trained with real search engines across seven question-answering datasets. This breakthrough hints at a future where AI increasingly relies on self-simulation, reducing dependence on external services.

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China Hosts First-Ever Humanoid Robot Boxing Match

2025-05-31
China Hosts First-Ever Humanoid Robot Boxing Match

In Hangzhou, China, Unitree Robotics held the world's first humanoid robot fighting competition. The event featured their G1 robots, about 4 feet tall and 77 pounds, battling in a ring under human control via remotes and voice commands. The fights, reminiscent of 'Real Steel' and 'BattleBots', showcased impressive agility and striking ability, culminating in a knockout. While seemingly a spectacle, the competition aims to refine robot balance, movement, and durability under extreme stress, with potential applications in diverse fields like manufacturing and healthcare, showcasing China's burgeoning robotics sector.

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