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Building an AI Rugby Analyst: From Scoreboard to Story

2025-04-17

Gainline is building an AI system to enhance its rugby app by analyzing video footage. Initially, they used OpenAI's vision model to extract scores and game time from screenshots, optimizing for cost-effectiveness by focusing on cropped images of the scoreboard. While exploring OCR, they found it unreliable and continued using the LLM. OpenAI Whisper was employed to transcribe audio commentary and referee communications, adding valuable context. Future challenges include scaling the system for live streams and addressing ethical considerations surrounding AI-generated summaries of sporting events.

(nickjones.tech)

Tech Sports Analytics

Ubuntu 25.10 Drops Xorg Support for GNOME, Embraces Wayland Exclusively

2025-06-10

Ubuntu 25.10 Drops Xorg Support for GNOME, Embraces Wayland Exclusively

Ubuntu 25.10, codenamed "Questing Quokka," is making a significant change: the default GNOME desktop will exclusively use Wayland, dropping support for Xorg. This isn't a sudden decision; GNOME is phasing out Xorg support, and Canonical is proactively adapting. This allows users and developers a full release cycle to adjust before the next LTS, Ubuntu 26.04, arrives next year. The move is driven by Wayland's maturity, improved Nvidia driver support, better touchscreen and high-DPI display handling, and a simplification of development by avoiding maintaining two display servers. While some users rely on Xorg, it won't disappear entirely; it can still be installed and used with other desktop environments. Most X11 applications will continue to function via XWayland.

(nerds.xyz)

Development

Trunk-Based Development: Saying Goodbye to Long-Lived Branches

2025-02-13

Trunk-Based Development: Saying Goodbye to Long-Lived Branches

Large project development often suffers from lengthy branch merges and conflicts, slowing down releases. This article introduces trunk-based development, where teams work directly on the main branch, managing incomplete features through feature flags. Static feature flags use simple if statements, while dynamic feature flags offer real-time control via external systems, enabling production testing and rollbacks. This approach, combined with continuous delivery, allows for faster iterations and reliable software delivery, minimizing risks and accelerating the feedback loop.

(bucket.co)

Development trunk-based development continuous delivery

Electromechanical Reshaping: A Potential Game Changer in Eye Surgery

2025-09-04

Electromechanical Reshaping: A Potential Game Changer in Eye Surgery

A new technique called electromechanical reshaping (EMR) shows promise as a gentler, cheaper alternative to laser surgery for vision correction. Unlike LASIK, EMR uses small electrical pulses to reshape the cornea without cutting or burning tissue. By disrupting chemical bonds in the collagen, the cornea becomes moldable and can be reshaped using a custom mold. Early tests on rabbits have been successful, demonstrating the potential for a significantly more affordable and accessible method for treating nearsightedness, farsightedness, and astigmatism. Further research is needed to ensure long-term safety and efficacy before clinical trials.

(spectrum.ieee.org)

Tech Eye Surgery LASIK alternative

Quantum Algorithm DQI: A Breakthrough in Optimization?

2025-03-17

Quantum Algorithm DQI: A Breakthrough in Optimization?

Google Quantum AI's team has developed a new quantum algorithm called Decoded Quantum Interferometry (DQI) that outperforms all known classical algorithms in solving a wide class of optimization problems. The algorithm wasn't designed for a specific problem but rather by translating the problem into quantum waves and applying decoding techniques to find the best solution. While lacking sufficient quantum hardware for empirical testing and the possibility of future classical algorithm rivals, DQI's potential advantage in optimization problems and its applications in coding and cryptography have sparked excitement in the quantum computing community. It's considered a significant breakthrough in quantum algorithms.

(www.quantamagazine.org)

AI quantum algorithm optimization problems

DeepEP: A High-Performance Communication Library for Mixture-of-Experts

2025-02-25

DeepEP: A High-Performance Communication Library for Mixture-of-Experts

DeepEP is a communication library designed for Mixture-of-Experts (MoE) and expert parallelism (EP), offering high-throughput and low-latency all-to-all GPU kernels (MoE dispatch and combine). It supports low-precision operations, including FP8. Optimized for the group-limited gating algorithm in DeepSeek-V3, DeepEP provides kernels for asymmetric-domain bandwidth forwarding (e.g., NVLink to RDMA). These kernels achieve high throughput, suitable for training and inference prefilling. SM (Streaming Multiprocessors) number control is also supported. For latency-sensitive inference decoding, low-latency kernels using pure RDMA minimize delays. A hook-based communication-computation overlap method is included, requiring no SM resources. The library is tested with InfiniBand and is theoretically compatible with RoCE.

(github.com)

Development GPU Communication

Malleable Software: The Future of Computing is User-Driven

2025-06-10

Malleable Software: The Future of Computing is User-Driven

This essay explores the concept of "malleable software," a software ecosystem where users can easily adapt tools to their needs. The authors argue that the rigidity of current software hinders user agency and creativity, illustrating the negative impact with examples from the medical profession. They contrast the malleability of physical environments with the inflexibility of digital ones, proposing three design patterns for achieving malleable software: a gentle slope of customizability, composable tools, and community creation. The authors detail several prototype systems their team has built, showcasing the potential of malleable software while acknowledging the challenges ahead, such as privacy, security, and business models. Ultimately, the essay calls for a more user-centric computing ecosystem.

(www.inkandswitch.com)

Development

Home Assistant: A Kernel Dev's Home Automation Journey

2025-05-17

A kernel developer's year-long exploration of Home Assistant, an open-source home automation system, is detailed. The article examines Home Assistant's project health, balancing its business model with its open-source community, highlighting its active developer base and transition to the Open Home Foundation. Installation, while officially recommending a dedicated OS, proves relatively straightforward on standard Linux systems, albeit demanding some technical know-how. Home Assistant connects various home devices through integrations, varying in quality but offering powerful functionality overall. Security concerns are addressed, acknowledging potential risks but noting the project's security policy and audit mechanisms mitigating some vulnerabilities. Ultimately, Home Assistant empowers users with control over their home network and devices, presenting a compelling alternative to cloud-based services.

(lwn.net)

Development

Zig's Native x86 Backend Achieves 70% Faster Compilation

2025-06-09

The Zig compiler team announced that its native x86 backend is now production-ready, delivering significant speed improvements. Compared to the LLVM backend, the Zig backend boasts a 70% compilation speedup, reducing build times from 75 seconds to 20 seconds on large projects. This is attributed to optimizations in code generation and parallelization. Future plans include aarch64 support. This release also includes improved UBSan error messages for better debugging and enhanced cross-compilation support for FreeBSD and NetBSD.

(ziglang.org)

Development x86 Backend

Paris Crypto Kidnappings: A Series of Brutal Ransom Schemes

2025-05-08

Paris Crypto Kidnappings: A Series of Brutal Ransom Schemes

Paris has seen a string of brutal kidnappings linked to cryptocurrency. Criminals are targeting family members of those wealthy in crypto, cutting off fingers to demand multi-million euro ransoms. Police have successfully rescued hostages and arrested suspects, utilizing phone signals and other investigative techniques. These incidents highlight the security risks associated with cryptocurrency wealth and the audacity of the criminal gangs involved.

(arstechnica.com)

Tech

Microsoft Email Censorship Sparks Employee Protests

2025-05-22

Microsoft Email Censorship Sparks Employee Protests

Microsoft employees have reported that emails containing words like "Palestine" or "Gaza" are being temporarily blocked. The No Azure for Apartheid (NOAA) group claims dozens of employees are affected. Microsoft says it's to reduce "politically focused emails," but the move has sparked concerns about free speech. This comes amid ongoing protests against Microsoft's contracts with the Israeli government, with several employees disrupting Microsoft's Build conference, resulting in at least one dismissal.

(www.theverge.com)

Tech Palestinian protests

Yahoo's Mismanaged Dissident Fund Settles After Lawsuit

2025-04-23

Yahoo's Mismanaged Dissident Fund Settles After Lawsuit

A fund established by Yahoo to support Chinese dissidents was mismanaged by its nonprofit partner, the Laogai Research Foundation, with most of the money diverted. In 2017, six formerly imprisoned Chinese dissidents sued Yahoo, Laogai, and its leadership. The settlement compensates the dissidents, and remaining funds will establish a new fund managed by Humanitarian China to continue supporting individuals imprisoned for their speech in China. This funding is crucial for dissidents facing economic and social hardship after release, symbolizing international support for their cause.

(www.technologyreview.com)

Misc

Global Spyware Market Expands Despite Regulatory Efforts: New Players, New Channels, and Mounting Challenges

2025-09-12

Global Spyware Market Expands Despite Regulatory Efforts: New Players, New Channels, and Mounting Challenges

A new report reveals the expansion and complexification of the global spyware market. New vendors, resellers, and suppliers are constantly emerging, including companies from Israel, Italy, and others, as well as shell companies connected to NSO products. These intermediaries obscure the connections between vendors, suppliers, and buyers, making regulation and accountability extremely difficult. The report also finds that countries like Japan, Malaysia, and Panama are involved in spyware activities, conflicting with some nations' international commitments. Despite efforts by the US government, the spyware market continues to thrive, with significant regulatory challenges remaining.

(arstechnica.com)

Tech global regulation global market

Qualcomm Open-Sources EUD: In-Circuit Debugging Over USB

2025-07-01

Qualcomm Open-Sources EUD: In-Circuit Debugging Over USB

Qualcomm quietly released the source code for its Embedded USB Debug (EUD) interface, enabling developers to perform SWD debugging directly over USB without external JTAG tools. EUD, integrated into nearly every Qualcomm SoC since ~2018, provides debugging access to CPUs and Hexagon co-processors. While the initial open-source code had some compilation issues, the community quickly addressed them. Currently supporting chips like Snapdragon 845, 855, and 865, it simplifies debugging U-Boot and the secure world, but kernel debugging support is limited, and SMP support is incomplete.

(www.linaro.org)

Development

Google Mandates App Developer Verification for Enhanced Android Security

2025-08-25

Google Mandates App Developer Verification for Enhanced Android Security

To combat malware and financial scams, Google announced that starting in 2026, only apps from verified developers will be installable on certified Android devices. This impacts all installation methods, including sideloading. The move aims to curb the proliferation of fake apps and malicious actors. A phased rollout begins in 2026 in select countries heavily impacted by fraudulent apps, with global implementation in 2027. Developers will have access to a verification process, with separate workflows for students and hobbyists.

(9to5google.com)

Tech Developer Verification

Beyond Capitalism: A Reciprocal Model of Technological Innovation

2025-02-09

Beyond Capitalism: A Reciprocal Model of Technological Innovation

This article critiques the flawed notion of equating technological progress with capitalism. Using the "iPhone fallacy" as an example, the author argues that humanity could possess technology even without capitalism, and that technological innovation should break free from capitalist constraints. The article uses the Mesoamerican milpa agricultural system as an example to illustrate a non-capitalist, reciprocity-based model of technological innovation. This model emphasizes collective wisdom and harmonious coexistence with nature, rather than profit maximization. The author calls for breaking the constraints of the patent system and promoting open-source technological innovation to address global challenges such as climate change.

(www.guernicamag.com)

Tech reciprocal economy

Visa and Mastercard's Payment Empire: Challenges to the Duopoly

2025-07-25

Visa and Mastercard's Payment Empire: Challenges to the Duopoly

Visa and Mastercard control approximately 90% of global payment processing (excluding China), boasting a combined market value of roughly $850 billion. This article explores the rise of these payment giants, from the early days of credit cards in the 1950s to Visa and Mastercard's dominance through first-mover advantages and restrictive contracts. However, challenges are emerging, from major companies like Amazon negotiating lower fees to the rise of national payment processors such as RuPay in India. The article analyzes their network effects, scalability, and distribution advantages, highlighting threats posed by competitors like RuPay and fintech companies. Ultimately, the article suggests that Visa and Mastercard's future hinges on their ability to adapt to new technologies, navigate regulatory shifts, and respond to evolving market dynamics.

(quartr.com)

Tech payment processing

Critical Vulnerabilities Exposed in French Fiber Optic Networks: Easy Access to Anonymous 1Gbps Internet

2025-01-05

Researcher Pierre Kim revealed critical security flaws in France's SFR, Orange, and Bouygues Telecom GPON FTTH fiber optic networks. These vulnerabilities allow attackers to easily gain high-speed anonymous internet access through physical access to fiber optic splitters or by exploiting default credentials and remote code execution vulnerabilities in ONT/ONU devices. Orange, after receiving vulnerability reports, acknowledged the flaws after months of communication. The research highlights the importance of physical security and secure device configurations in FTTH networks, underscoring shortcomings in IoT device security.

(pierrekim.github.io)

Tech Network Security IoT Security

US-UK Tech Prosperity Deal: A Quantum Leap in Collaboration

2025-09-21

US-UK Tech Prosperity Deal: A Quantum Leap in Collaboration

President Trump and Prime Minister Starmer signed the Technology Prosperity Deal (TPD), a landmark agreement boosting US-UK collaboration in AI, civil nuclear energy, and quantum computing. The deal fosters joint initiatives between leading research institutions, streamlining regulations, accelerating breakthroughs in healthcare and energy, and enhancing national security. Key areas include AI standards development and scientific research, securing nuclear fuel supply chains, and establishing quantum technology benchmarks. This collaboration promises transformative benefits for both nations.

(www.whitehouse.gov)

Tech tech collaboration

Tech Exec Laments Tech's Impact on Deep Focus

2025-07-22

Tech Exec Laments Tech's Impact on Deep Focus

Former Google CEO Eric Schmidt recently discussed on a podcast how modern technology, particularly phone notifications, significantly hinders deep thinking. He noted that young researchers have to turn off their phones to focus on in-depth research. Schmidt acknowledged that the tech industry has long sought to "monetize your attention," contradicting traditional human practices of prolonged, thoughtful reflection. Research shows our attention spans are shrinking, partly due to technology's interruptions. Some meditation app companies countered Schmidt's view, arguing that "not all screen time is created equal," and true digital wellness involves conscious tech use, not a backward step.

(www.businessinsider.com)

Tech technology impact deep focus

Automattic Cuts Back on Sponsored WordPress Contributions

2025-01-09

Automattic announced it's reducing sponsored contributions to the WordPress project due to legal action from WP Engine diverting resources and facing community criticism. This realignment focuses Automattic's efforts on its own for-profit projects like WordPress.com and WooCommerce, while matching volunteer hours pledged by other companies for community-wide benefit, focusing on security and critical updates. Automattic emphasizes this isn't abandoning WordPress, but a strategic recalibration to ensure its long-term health and more impactful contributions.

(automattic.com)

Development

Uber and Waymo Team Up: Austin Gets RoboTaxi Choice

2025-03-08

Uber and Waymo Team Up: Austin Gets RoboTaxi Choice

Uber and Waymo have officially launched "Waymo on Uber" in Austin, offering users a choice between a Waymo robotaxi and a human-driven vehicle at the same price. This collaboration marks a shift in the relationship between the two former rivals, with Waymo handling vehicle technology and Uber managing fleet operations. The service hints at future partnerships in the autonomous vehicle industry and underscores Uber's strategic moves in the robotaxi market. The partnership builds on a previous collaboration in Phoenix and anticipates expansion to Atlanta.

(techcrunch.com)

Tech robotaxi Uber-Waymo partnership

GreptimeDB: A Deep Dive into Error Handling for Large Rust Projects

2024-12-19

GreptimeDB: A Deep Dive into Error Handling for Large Rust Projects

This GreptimeDB blog post delves into their error handling practices within large Rust projects. It details how they built a cheaper, more accurate error stack to replace system backtraces, how they organize errors in large projects, and how they present errors differently to logs and end-users. GreptimeDB leverages the snafu crate for error management and implements a "virtual user stack." This approach proves more efficient and memory-friendly than system backtraces, providing clearer, more understandable error messages for both developers and end-users.

(greptime.com)

Development

Build a Database in 3000 Lines of Go: From Zero Dependencies to SQL Queries

2025-01-19

Build a Database in 3000 Lines of Go: From Zero Dependencies to SQL Queries

This article details the creation of a small database in 3000 lines of Go code, starting from zero dependencies. The author walks through the core concepts, beginning with power-loss atomicity (achieved through append-only logs and checksums) and efficient indexing using data structures like B+trees. The process is explained step-by-step, covering append-only KV store creation, space reclamation, relational database operations (point/range queries, secondary indexes), concurrency control, and a simple SQL-like query language. The entire process is documented in a book, freely available online.

(build-your-own.org)

Development

Microsoft Starts the New Year with More Layoffs

2025-01-09

Microsoft Starts the New Year with More Layoffs

Microsoft has begun the new year with another round of layoffs, affecting less than 1 percent of its workforce. The company claims the cuts are performance-based, aiming to improve overall team efficiency. While Microsoft laid off over 10,000 employees in 2023 and more in 2024, these latest cuts come despite record earnings. The layoffs may be linked to Microsoft's aggressive push into AI, with some suggesting that the eliminated positions will be quickly refilled with AI-related roles. This suggests a significant shift in Microsoft's strategic direction.

(www.theregister.com)

Tech Microsoft layoffs AI transformation tech industry

Mass Resignation of Editors at Journal of Human Evolution Protests Elsevier Changes

2024-12-28

Mass Resignation of Editors at Journal of Human Evolution Protests Elsevier Changes

Nearly all editors of the Journal of Human Evolution (JHE), an Elsevier publication, resigned en masse, protesting Elsevier's actions that they say undermine the journal's quality and integrity. Elsevier eliminated copyediting support, implemented AI editing that introduced errors into articles, and unilaterally controlled the editorial board's structure and compensation. High article processing charges, far exceeding comparable journals, further fueled the editors' discontent. This is the 20th mass resignation of journal editors since early 2023, raising concerns about the publishing industry's practices.

(retractionwatch.com)

Misc AI editing

Dark Mode with Minimal CSS: A Surprisingly Easy Implementation

2025-04-04

Feep! website now boasts a sleek dark mode, achieved with surprisingly minimal CSS. The author details three approaches: leveraging the browser's built-in dark mode via a `` tag; employing the `color-scheme` property for CSS control; and using `prefers-color-scheme` media queries for separate light and dark mode styles. Tips include using the `light-dark()` and `color-mix()` functions for color optimization, and cleverly handling images and code blocks with CSS filters. The result? An elegant dark mode switch with only a handful of added CSS lines, streamlining the development process considerably.

(search.feep.dev)

Development browser native

NumPy: A Love-Hate Relationship with Python's Array Library

2025-05-15

NumPy: A Love-Hate Relationship with Python's Array Library

This article delves into the pain points of using NumPy, Python's popular array computation library, when dealing with multi-dimensional arrays. While NumPy excels with its simplicity and efficiency for lower-dimensional arrays, its broadcasting mechanism and indexing become incredibly complex and hard to understand when tackling more intricate multi-dimensional operations. The author argues that NumPy's core issue stems from its broadcasting mechanism replacing indices, resulting in limited expressiveness. The article uses multiple examples to highlight NumPy's struggles with complex array computations, comparing the pros and cons of using loops and np.einsum, ultimately expressing frustration with NumPy and a desire for a more user-friendly array language.

(dynomight.net)

Development multi-dimensional arrays

Gemini Deep Think Solves IMO Problems

2025-07-22

Gemini Deep Think Solves IMO Problems

Google DeepMind's advanced Gemini Deep Think model successfully solved challenging problems from the International Mathematical Olympiad (IMO). The project involved a large team of engineers and mathematicians across multiple stages, from training data and model training to inference optimization. The team acknowledges the support of the IMO, numerous contributors, and internal Google teams, emphasizing that the IMO only validated the correctness of the answers, not the system's validity itself.

(deepmind.google)

AI

SigNoz: Open Source Application Monitoring Dev Advocate Wanted

2025-06-27

SigNoz: Open Source Application Monitoring Dev Advocate Wanted

SigNoz, a global open-source application monitoring project with 21,000+ GitHub stars and 6,000+ Slack community members, is hiring a Developer Advocate. This role involves engaging with the community, creating dev-focused blogs and videos, presenting SigNoz at meetups and conferences, and assisting users with setup and use cases. You'll work on a global dev infra product, engage with the open-source community, and be backed by YC and prominent US VCs. Requires 1+ years of software engineering experience, familiarity with various programming languages and deployment methods (e.g., k8s, Docker), active participation in developer communities, and knowledge of cloud-native ecosystems, Kubernetes, and OpenTelemetry is a plus.

(www.ycombinator.com)

Development developer advocate

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