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Windows 11 Poised to Surpass Windows 10 This Summer: Enterprise Upgrades Drive the Shift

2025-04-04

Windows 11 Poised to Surpass Windows 10 This Summer: Enterprise Upgrades Drive the Shift

Statcounter data reveals Windows 11's market share is rapidly growing, on track to overtake Windows 10 by summer. While Windows 10 still holds a 54.2% share, Windows 11 has reached 42.69%. The primary driver is enterprise upgrades spurred by the impending October 14, 2025, end of support for most Windows 10 versions. Despite a lack of compelling new features in Windows 11, the looming deadline is forcing the migration. This mirrors the challenge faced by AI PCs, where a lack of killer apps hinders upgrades, regardless of Microsoft's Copilot promotion.

(www.theregister.com)

Tech

Mission: Impossible – A Buster Keaton Homage and Hollywood's Fate

2025-06-06

Mission: Impossible – A Buster Keaton Homage and Hollywood's Fate

This article delves into the Mission: Impossible franchise, specifically Dead Reckoning Part One and Two, and director Christopher McQuarrie and Tom Cruise's homage to Buster Keaton's classic The General. It analyzes McQuarrie and Cruise's creative philosophy and how they navigate Hollywood's commercial pressures and audience expectations. The article draws parallels between the Mission: Impossible series and Buster Keaton's career, exploring innovation, risk, and legacy in filmmaking. Ultimately, it reflects on preserving artistic purity and creativity within Hollywood's commercial landscape and filmmakers' reflections on their careers.

(ratsfromrocks.substack.com)

Game

Python f-string Cheat Sheet: Mastering String Formatting

2025-08-21

This blog post presents a cheat sheet for Python's f-string formatting, covering various formatting options for numbers, integers, and strings, including fill, width, grouping, precision, and type. It also explores modifiers common to all objects, such as !s, !r, !a, and how to mix and match these modifiers with other format specifications. Whether you're working with numbers, integers, or strings, this cheat sheet empowers you to easily harness the power of Python f-strings, enhancing code readability and efficiency.

(fstring.help)

Development string formatting

Workday Cuts 8.5% of Workforce, Embraces AI-Driven Efficiency

2025-02-05

Workday Cuts 8.5% of Workforce, Embraces AI-Driven Efficiency

Workday Inc., a leading provider of human capital management software, announced it is cutting approximately 8.5% of its workforce, impacting around 1,750 employees. CEO Carl Eschenbach cited the need for a new approach given the current economic climate and the company's scale. While aiming for increased efficiency and faster decision-making, Workday plans to invest in strategic AI initiatives and expand its international presence. This move, though surprising given Workday's previous avoidance of large-scale layoffs, may signal concerns about demand recovery or user growth. The restructuring is expected to yield cost savings between $230 million and $270 million by the end of April 2025.

(finance.yahoo.com)

Tech

hledger 1.50 Released: Robust Transaction Balancing and More

2025-09-04

hledger 1.50 Released: Robust Transaction Balancing and More

hledger 1.50 is released, featuring significantly improved transaction balancing using only local precisions for greater accuracy and robustness. This release also includes numerous enhancements such as CSV data commands, import archiving, timeclock improvements, and bug fixes. Timeclock syntax and parsing are more robust, concurrent sessions are fully supported, and glob patterns in the include directive are enhanced for more powerful matching.

(github.com)

Development financial software

Backblaze's Financial Troubles Spark Data Backup Concerns

2025-04-29

Backblaze's Financial Troubles Spark Data Backup Concerns

Cloud backup provider Backblaze, which went public in 2021, has been consistently losing money, with its stock price plummeting 71%. A recent report suggests Backblaze may face bankruptcy, raising concerns about the security of user data. Backblaze denies the report, claiming its financial data is accurate and its service is stable and reliable. However, the company's continued massive losses and negative reports still leave users worried about the security of their data backups, highlighting the importance of a robust backup strategy.

(arstechnica.com)

Tech

Review: Magewell Eco Capture Dual HDMI M.2 Video Capture Card

2025-04-21

Review: Magewell Eco Capture Dual HDMI M.2 Video Capture Card

This blog post reviews the Magewell Eco Capture Dual HDMI M.2 video capture card's performance on Linux. The author tests driver installation on x86 and ARM architectures and its compatibility with OBS and WebRTC applications. The card stably captures dual 1080p60 streams with excellent image quality and low latency. Installation in the M.2 slot is easy. While pricey, it's a great professional solution if purchased at a discounted rate.

(interfacinglinux.com)

Hardware video capture card

Google's Android Sideloading Restrictions: A Pragmatic Balancing Act?

2025-08-30

Google's Android Sideloading Restrictions: A Pragmatic Balancing Act?

Google's upcoming restrictions on Android sideloading, requiring developer registration, spark a debate between security and freedom. The author argues that while banks and game developers have legitimate reasons to restrict app usage on rooted devices, Google's move might stifle open-source and small developers, questioning its effectiveness in combating fraudulent apps. The piece concludes by posing several questions, pondering the balance between user safety and software freedom.

(shkspr.mobi)

Tech sideloading

Hiring: High-Energy Engineer to Productionize AI Agents

2025-06-04

Hiring: High-Energy Engineer to Productionize AI Agents

A company is seeking a high-energy, resourceful engineer to make AI agents production-ready. The role involves building accurate, reliable, and secure AI agents using cutting-edge models and frameworks. While there are no hard requirements, ideal candidates possess experience with AI-native development workflows, a proven track record of product launches, strong communication skills, and a collaborative spirit. Applicants must submit a one-minute video introducing themselves and highlighting a passion. AI-generated videos or applications without a video will not be considered.

(www.ycombinator.com)

Development

Ubuntu 25.04: Plucky Puffin Soars with Performance and Security Enhancements

2025-04-17

Ubuntu 25.04: Plucky Puffin Soars with Performance and Security Enhancements

Canonical has released Ubuntu 25.04, codenamed "Plucky Puffin," featuring GNOME 48, improved installation and boot experience, and a new "devpack" for the Spring framework. This release boasts performance improvements for AI workloads on Intel GPUs and support for confidential computing using AMD SEV-SNP. The Linux 6.14 kernel includes improved scheduling and a new NTSYNC driver for better Windows game performance on Wine and Proton. Ubuntu 25.04 also includes the latest toolchains, enhanced manageability and networking controls, and expanded support for Intel Core Ultra processors and ARM64 hardware.

(canonical.com)

Development

Intel N150 Mini PC vs. Raspberry Pi 5: A Year Later, the Verdict is In

2025-07-04

A year-long comparison of the Intel N150 mini PC (GMKtec NucBox G3 Plus) and the Raspberry Pi 5 16GB reveals a nuanced picture. While the N150 boasts superior raw performance thanks to its faster processor and (in some configurations) DDR5 RAM, it lags behind the Pi 5 in power efficiency. The performance of N100/N150 systems varies greatly depending on the accompanying RAM, IO, and cooling solutions. Used mini PCs offer a significant cost advantage, but new machines require a careful comparison of specs. Ultimately, the best choice depends on individual needs; it's like comparing a bicycle to a car – each has its strengths and weaknesses.

(www.jeffgeerling.com)

Hardware

Lenovo's Record-Breaking Quarter: AI PCs Fuel Growth

2025-08-14

Lenovo's Record-Breaking Quarter: AI PCs Fuel Growth

Lenovo kicked off its fiscal year with a bang, reporting record PC sales and dominating the AI PC market. Q1 2025/26 revenue hit $18.8 billion, a 22% year-over-year increase, with profits more than doubling. Its PC and smart devices division saw its fastest growth in 15 quarters, achieving a record 24.6% global market share. Over 30% of Lenovo's PC shipments were AI PCs, giving it a commanding 31% market share in the Windows AI PC segment. While the practical usage of AI PC features is debated, Lenovo's premium models and hybrid AI strategy are resonating with consumers. Motorola's foldable phone success also contributed significantly. Lenovo's Infrastructure Solutions Group also thrived, with revenue up 36% and AI infrastructure sales more than doubling. Despite the recovering PC market, Lenovo's strong performance puts it ahead of competitors, but the long-term success depends on sustained demand for AI PC features.

(nerds.xyz)

Tech PC Market

Android 16: Faster Updates, Smoother Experience

2025-06-10

Android 16: Faster Updates, Smoother Experience

Google today launched Android 16, initially for Pixel devices, with broader rollout to other phone brands later this year. This marks the earliest major Android release in recent years, prioritizing timely updates for users. Android 16 introduces the foundation for Material 3 Expressive design, enhancing accessibility and ease of use. Key features include streamlined notifications with live updates, providing real-time information for services like food delivery and ride-sharing without constantly checking apps. This initially supports compatible apps and integrates with Samsung's Now Bar and OPPO/OnePlus' Live Alerts.

(blog.google)

Tech Live Updates

Ditch WhatsApp, Embrace Signal: A Privacy and Ethics Imperative

2025-06-21

Ditch WhatsApp, Embrace Signal: A Privacy and Ethics Imperative

This article strongly advocates switching from WhatsApp to Signal, detailing the reasons why. Concerns over Meta (WhatsApp's parent company) and Mark Zuckerberg's actions, including data sharing, cooperation with law enforcement, and election interference, raise serious ethical and privacy issues. In contrast, Signal prioritizes user privacy and has received endorsements from various organizations. The article concludes by providing simple steps for migrating from WhatsApp to Signal, urging users to prioritize personal privacy and a more ethical online environment.

(greenstarsproject.org)

Misc

Building a Blog Search Engine from Scratch with Word2Vec

2025-05-20

The authors built a blog search engine from scratch using Python and Word2Vec embeddings. Posts and search queries are embedded into a 300-dimensional vector space, and cosine similarity is used to rank results. To make it web-friendly, the Word2Vec model is split into an index and vectors, with HTTP Range requests used to download only necessary data, reducing web load significantly. An evaluation metric is designed to assess the search engine's accuracy, and future improvements, such as using TF-IDF to reduce noise, are discussed.

(bernsteinbear.com)

Development

Towards an AI Model Virtual Machine: A Secure and Interoperable Future for AI Applications

2025-08-30

Towards an AI Model Virtual Machine: A Secure and Interoperable Future for AI Applications

The increasing capabilities of LLMs and extension mechanisms like MCP have significantly heightened the complexity of building secure and reliable AI applications. This paper proposes an AI Model Virtual Machine (MVM), analogous to the Java Virtual Machine (JVM), to provide AI models with security, isolation, extensibility, and portability. The MVM decouples model development from integration logic, allowing for plug-and-play model interchangeability and incorporating built-in security and access controls to safeguard AI application security and privacy. Further benefits include transparent performance and resource tracking, and potential for verifiable model outputs. This innovation promises to address significant challenges in AI application development, paving the way for a more secure, reliable, and efficient AI ecosystem.

(blog.sigplan.org)

AI AI VM Model Security

All Roses Were Once Yellow: A Genomic Analysis Reveals the Truth

2025-05-01

All Roses Were Once Yellow: A Genomic Analysis Reveals the Truth

A groundbreaking genomic analysis reveals that all roses—red, white, pink, and peach—descended from a single-petaled yellow rose. Researchers from Beijing Forestry University sequenced the genomes of 205 rose samples, tracing the genus's evolutionary history and geographic distribution. Their findings point to an ancestor with seven leaflets and a single whorl of yellow petals. This discovery not only enhances our understanding of rose evolution but also opens new avenues for breeding more resilient and low-maintenance rose varieties, aiding in the conservation of endangered species.

(phys.org)

Tech rose evolution botany

AP5 Reference Manual: A Logic-Based Extension to Common Lisp

2024-12-21

AP5 is an extension to Common Lisp that allows users to "program" at a more "specitional" level, focusing on what the machine should do rather than how. It combines aspects of Lisp and the Gist specification language, incorporating compilable parts of Gist and offering annotation mechanisms for performance tuning. AP5 uses a relational model to represent data and supports a first-order logic language for data access and manipulation. Programmers define relations, rules, and constraints, optimizing performance through annotations. The manual details AP5's syntax, database operations, rules, types, equivalence, and implementation specifics, providing numerous examples and explanations.

(www.ap5.com)

Development Logic Programming Relational Database

CHICKEN Scheme's New Compiler: CRUNCH – A Statically Typed Scheme Compiler

2024-12-17

This article introduces CRUNCH, a new compiler for a statically typed subset of the Scheme programming language. Built on top of the CHICKEN Scheme system, it compiles Scheme code into portable C99 code. CRUNCH aims to provide a high-performance, lightweight Scheme compiler, addressing shortcomings in existing Scheme systems regarding performance and portability. It's particularly well-suited for game development, virtual machine creation, and embedded systems programming. While CRUNCH has limitations in supported Scheme features, it achieves efficient code generation through type inference and various optimizations, seamlessly integrating with the CHICKEN Scheme ecosystem.

(www.more-magic.net)

Development Statically Typed

Laser Technique Achieves Nanometer Precision Over Vast Distances

2025-01-16

Laser Technique Achieves Nanometer Precision Over Vast Distances

Scientists have developed a new laser-based technique capable of measuring distances exceeding 100 kilometers with nanometer precision. This breakthrough promises significant improvements in the accuracy of space telescopes and other long-range measurement applications. Previously, long-distance laser measurements were limited to millimeter precision, highlighting the revolutionary nature of this advancement.

(www.newscientist.com)

Tech laser ranging nanometer precision space telescopes

Cannonball: A Revamped OutRun Engine

2025-01-11

Cannonball: A Revamped OutRun Engine

Cannonball is an enhanced OutRun arcade game engine rewritten in C++. It retains core elements from the original 68000 and Z80 assembler code, but improves upon it for modern platforms with higher frame rates and widescreen support. The project requires the original ROMs, as these contain graphics and audio data. Cannonball supports Windows, Mac, Linux, and more, using SDL2 for rendering with OpenGL or OpenGLES options.

(github.com)

Game

Microsoft Bets Big on India's AI Future: A $3 Billion Investment

2025-01-07

Microsoft Bets Big on India's AI Future: A $3 Billion Investment

Microsoft CEO Satya Nadella announced a $3 billion investment in India to expand its AI and Azure cloud services, leveraging India's massive population to fuel revenue growth. The plan includes training 10 million Indians in AI skills. This investment will build a scalable AI computing ecosystem for Indian startups and researchers, highlighting the intense competition among tech giants for the Indian market and its potential as a leading developer hub.

(techcrunch.com)

Tech

Dishwasher Wars: A Modern Domestic Conflict

2025-04-17

Dishwasher Wars: A Modern Domestic Conflict

This article explores the surprisingly contentious issue of dishwasher loading. The author recounts their personal struggles and the widespread anxiety surrounding proper technique, revealing it's not just about clean dishes, but also reflects deeper issues of efficiency, space optimization, cleanliness, and shared household responsibilities. Interviews with experts unpack the impact of technological changes on our expectations and offer practical tips for optimal loading. Ultimately, the piece advocates for understanding and respecting the labor involved in maintaining a home, rather than fixating on perfection.

(www.theatlantic.com)

Misc household conflict dishwasher technology and domesticity

Disrupting Founding Engineer Equity: FetchFox's Crypto Token Approach

2025-02-10

FetchFox is revolutionizing founding engineer equity. The traditional model is broken, offering meager equity and illiquid shares. FetchFox offers a radical solution: replacing stock options with crypto tokens, granting engineers up to 25% equity with instant liquidity. While this carries risks (crypto volatility, perception issues), FetchFox believes it's a compelling proposition for top engineers seeking high-risk, high-reward opportunities and comfortable with crypto.

(fetchfox.ai)

Startup equity compensation

From Concept to 100 Units in 55 Days: A YC Demo Day Blitz

2025-09-19

From Concept to 100 Units in 55 Days: A YC Demo Day Blitz

A startup built Blue, a voice assistant controlled by a tiny USB-C device called Bud, enabling hands-free control of any phone app. They achieved this feat in just 55 days, culminating in 100 working units for YC Demo Day. Focusing on reliability over features, and leveraging a streamlined design and manufacturing process with a Taiwan partner, they bypassed the need for app-specific APIs, relying instead on iOS's Accessibility features. Their rapid development and successful Demo Day resulted in immediate sales, proving the market demand for their innovative product.

(farhanhossain.substack.com)

Hardware

Kaspersky Network Allegedly Provides Transit for Notorious 'Bulletproof' Host

2025-03-04

KrebsOnSecurity reports that Prospero OOO, a notorious provider of 'bulletproof' web hosting for cybercriminals, has begun routing its operations through networks run by Kaspersky Lab, the Russian antivirus and security firm. Prospero OOO has long been a source of malware, botnet controllers, and phishing websites. Security experts express concern that Kaspersky's provision of network services, even if denied by Kaspersky, exacerbates worries about facilitating cybercrime. The use of Kaspersky's network as a transit point raises questions about its security practices, especially considering the US government's previous ban on Kaspersky software for federal agencies.

(krebsonsecurity.com)

Tech

LLMs: Lossy Encyclopedias

2025-09-02

Large language models (LLMs) are like lossy encyclopedias; they contain a vast amount of information, but this information is compressed, leading to data loss. The key is discerning which questions LLMs can answer effectively versus those where the lossiness significantly impacts accuracy. For example, asking an LLM to create a Zephyr project skeleton with specific configurations is a 'lossless' question requiring precise details, which LLMs struggle with. The solution is to provide a correct example, allowing the LLM to operate on existing facts rather than relying on potentially missing details within its knowledge base.

(simonwillison.net)

AI Information Loss Knowledge Base

Formalizing Fermat's Last Theorem in Lean: A Collaborative Open Source Project

2025-08-21

An international collaboration led by Kevin Buzzard is undertaking the ambitious task of formally proving Fermat's Last Theorem using the Lean theorem prover. Funded by the UK's Engineering and Physical Sciences Research Council and hosted at Imperial College London, this project pushes the boundaries of mathematical proof verification. By using a computer to verify the proof, the project explores the potential of formalization and automated verification in mathematics, with implications for future research.

(imperialcollegelondon.github.io)

Development Lean theorem prover

Micro-LEDs Achieve Gigabit-per-Second Quantum Random Number Generation

2025-09-20

Micro-LEDs Achieve Gigabit-per-Second Quantum Random Number Generation

Researchers from Saudi Arabia and the US have demonstrated a micro-LED-based quantum random number generator (QRNG) achieving an unprecedented 9.375 Gbit/s generation rate. Leveraging intensity fluctuations in the spontaneous emission of blue GaN micro-LEDs, the system passed rigorous NIST tests. Its compact, reliable, and energy-efficient design makes it promising for applications requiring high-speed random number generation, such as data encryption and complex simulations. Future work involves integrating a 2D array of micro-LEDs for parallel generation and creating a fully integrated QRNG chip.

(discovery.kaust.edu.sa)

Tech Quantum Random Number Generator Micro-LED High-Speed Computing

Black Hole Awakens 300 Million Light-Years Away: Defying Existing Theories

2025-04-12

Black Hole Awakens 300 Million Light-Years Away: Defying Existing Theories

For the first time, scientists have witnessed in real-time the awakening of a supermassive black hole 300 million light-years from Earth. Located in the center of the galaxy SDSS1335+0728 in the Virgo constellation, this black hole, nicknamed "Ansky," began emitting intermittent bright flashes of energy in late 2019. Subsequent observations revealed regular X-ray bursts, a phenomenon known as quasi-periodic eruptions (QPEs). These QPEs are significantly more energetic and longer-lasting than previously observed, challenging existing theories of black hole lifecycles. Researchers suggest the eruptions might stem from disturbances in the accretion disk caused by nearby interstellar gas, rather than the death of a star. This discovery provides invaluable data for understanding black hole evolution.

(www.popsci.com)

Tech

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