Table of Contents

HackerNews

Original title: VSCode's SSH agent is bananas

Summary

The discussion centers on integrating VSCode's remote editing capabilities over SSH with Large Language Models (LLMs) for code generation. Users highlight that while LLM-generated code can be useful when properly managed, it often produces errors or "hallucinations." A proposed solution involves a closed-loop system where an agent runs the generated code, identifies errors, and feeds them back to the LLM for iterative improvement. However, this process raises concerns about running such iterations on personal development environments due to potential boundary issues with LLMs affecting system configurations.

The conversation also compares VSCode's remote editing feature to Emacs' Tramp, a well-established Elisp-based tool that extends Emacs via SSH sessions. Unlike Tramp, which operates minimally on the remote connection, VSCode employs a more invasive approach by deploying a Bash snippet stager to download and run an agent using Node.js over port-forwarded SSH. This setup allows extensive operations like file editing and launching shell processes, raising security concerns about its use in sensitive environments.

Despite these concerns, it's noted that custom connections to Fly Machines can be established in VSCode without engaging with the aforementioned complexities. The discussion concludes by acknowledging the necessity of understanding these technical details, even as the platform shifts focus away from such integrations.

Comments Summary

The comments reflect diverse perspectives on Visual Studio Code's (VSCode) remote capabilities, particularly its use of an agent for SSH connections. Some users appreciate VSCode's seamless integration and powerful features like file system navigation, editing, and process management through the Remote - SSH plugin. They highlight how it enhances productivity by allowing developers to work remotely as if they were on a local machine.

However, concerns are raised about security due to the extensive permissions granted to the agent, which can navigate the filesystem, edit files, and create shell processes. Critics argue that this level of access could be exploited, especially in production environments, likening it to running an untrusted application with full system privileges.

Others compare VSCode's approach unfavorably to alternatives like Zed or traditional editors such as Vim and Emacs, citing issues like bloat, resource consumption, and reliability over SSH. Some users express frustration with the complexity of configuring these tools compared to the simplicity of using a local editor on a remote machine.

The discussion also touches on broader themes in software development, such as the trade-offs between ease of use and security, and the preference for open-source solutions that allow for customization and transparency. While some see VSCode's architecture as innovative and beneficial, others view it as overly complex or insecure for certain applications, particularly when integrating with emerging technologies like large language models (LLMs).

Overall, the comments illustrate a balance between admiration for VSCode's capabilities and caution regarding its security implications, reflecting broader debates in software development about tool choice and system design.

HackerNews Human Verification Required on Medium Platform

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Original title: The PS2's backwards compatibility from the engineer who built it (2020)

Summary

Nothing to summarize! The provided content only includes a prompt for verifying human identity on a website without any substantive discussion or viewpoints. Therefore, there are no details or perspectives available to group or summarize.

Comments Summary

Users express a mix of nostalgia and concern regarding entry-level programming opportunities. One user shares their positive experience with an in-house training program, which they found accessible and empowering, allowing them to tackle various tasks afterward. However, there is apprehension that such on-the-job training programs might be diminishing or have already disappeared. Another user references past discussions from 2020 and 2023, suggesting a continued dialogue about this issue over time. Additionally, there's a clarification regarding the specific technology discussed, distinguishing it from IBM PS/2 systems. Finally, another user expresses a wistful desire to attend a 1990s PlayStation R&D programming course, highlighting an interest in historical tech education opportunities. Overall, the comments reflect both appreciation for past training experiences and concern about their future availability.

Original title: Station of despair: What to do if you get stuck at end of Tokyo Chuo Rapid Line

Summary

In Japan, certain train stations are known as "stations of despair" due to their remote locations at the end of major lines, where travelers who miss their last train must spend the night. Otsuki Station on Tokyo's Chuo Rapid Line is one such station, situated in Yamanashi Prefecture and far from downtown Tokyo. The area around Otsuki has a quieter atmosphere compared to bustling districts like Shinjuku, with most izakaya closing early and limited late-night amenities. Visitors who find themselves stranded at Otsuki after missing the last train have few options: a cozy waiting room that closes at midnight, a Lawson convenience store with limited seating, or karaoke parlors like Big Echo that offer overnight accommodations without singing. For those seeking more comfort, the nearby Toyoko Inn provides budget-friendly rooms but may be difficult to book during peak seasons. The article advises travelers to check train schedules and drink responsibly to avoid ending up at these stations of despair, highlighting the importance of planning ahead during holiday celebrations.

Comments Summary

The comments reflect diverse perspectives on the experience and implications of ending up at remote train stations after missing the last train. Some users express a mix of fascination and nostalgia, recalling personal experiences in cities like Tokyo, Yohokama, and London, where they found themselves stranded due to missed connections or late-night adventures. These anecdotes highlight both the charm and challenges of navigating unfamiliar transit systems without modern conveniences like smartphones.

Others discuss broader themes related to public transportation, such as safety, cleanliness, and accessibility, particularly in Japan, which is praised for its high-trust environment and well-maintained infrastructure. The conversation also touches on practical considerations, like the availability of taxis or ride-shares, and the potential risks of being stranded in less familiar areas.

A few comments delve into cultural observations, noting the absence of vandalism and the welcoming nature of Japanese transit systems. Additionally, there's a humorous take on the quirks of certain train lines and stations, with mentions of specific locations like Far Rockaway or Cockfosters, adding a layer of personal connection to these experiences.

Overall, the discussion captures a blend of personal stories, cultural insights, and practical advice, reflecting both admiration for Japan's transit system and relatable challenges faced by travelers worldwide.

Original title: A brief history of code signing at Mozilla

Summary

Over the past two decades, Mozilla has significantly evolved its software signing process for Firefox, transitioning from manual methods to automated systems that handle thousands of artifacts daily. Initially, signing involved detached GPG signatures and Authenticode on Windows using tools like signcode.exe, requiring physical presence in Mountain View due to security measures involving USB-stored keys. This cumbersome process was partly scripted but still required manual intervention.

Improvements began with automating tasks via a Makefile, reducing human error, followed by significant enhancements that reduced signing time from eight hours to under 15 minutes through parallelization and better caching. The introduction of "autosign" further streamlined the process by allowing scripts to start in advance and execute when files were ready, eliminating delays.

A major shift occurred in 2011 with the rearchitecting of signing on a secured Linux server using an API, enabling builds to be signed as they were produced. This was facilitated by the mono project's signcode version for Linux. Subsequently, Mozilla began signing macOS .app bundles and MAR packages, initially requiring macOS servers due to tool limitations.

In 2018, Mozilla transitioned its CI and release automation to Taskcluster, introducing specialized workers like "signingscript" and "iscript" for non-macOS and macOS builds, respectively. This change incorporated Chain of Trust for enhanced security. The launch of Autograph in 2019 marked a significant improvement by allowing key material storage in Hardware Security Modules (HSMs), improving both security and performance.

Mozilla's signing tools have evolved to include osslsigncode for attaching signatures, winsign for manipulating Authenticode signatures, and apple-codesign for handling Apple formats on Linux. The MSIX packaging transition required adaptations due to limitations in existing tools, leading to modifications of Microsoft’s open-source MSIX tools.

The journey from manual signing processes to a highly automated system reflects the collaborative efforts of numerous engineers, security experts, and build system specialists over 20 years, showcasing Mozilla's commitment to secure and efficient software distribution.

Comments Summary

The comments reflect diverse perspectives on code signing, particularly in relation to Mozilla's practices. Some users express frustration over Mozilla's handling of add-ons, citing the 2019 global outage caused by expired certificates as a significant oversight that disrupted user experience. Concerns are raised about the necessity and complexity of mandatory signing for extensions, with some suggesting it limits flexibility for advanced users who wish to modify or install unsigned addons.

Others discuss broader challenges associated with code signing across different platforms. A developer shares insights into creating tools like Conveyor to simplify the process, highlighting issues such as OS-specific tool limitations, key management complexities, and high costs associated with Windows CAs. The discussion extends to the difficulties of maintaining app reputations due to inconsistent CA practices.

There's also a call for standardization in code signing processes, comparing it unfavorably to the unified nature of HTTP protocols. Users note the fragmented landscape of signature verification tools across various package managers like npm and PyPI, questioning how often these signatures are actually verified by end-users.

Overall, while some appreciate Mozilla's transparency and public work culture, others criticize its approach to code signing as overly restrictive and costly, advocating for more user-friendly solutions that balance security with flexibility.

HackerNews Could not dehype title!

(github.com) (Archive)
Original title: Show HN: ExpenseOwl – Simple, self-hosted expense tracker

Summary

ExpenseOwl is an extremely simple expense tracking system designed for home lab use, focusing on ease of use with minimal features. It offers a modern UI that includes monthly pie-chart visualizations and tabular views for daily expenses, allowing users to track spending patterns without complex functionalities like budgeting or editing. The application uses JSON for data storage, supports multi-architecture Docker containers, and provides a REST API for expense management. Users can customize categories and currency symbols via environment variables. ExpenseOwl is intended as a single-user tool with no authentication, making it suitable for personal use in a homelab setting. It features a Progressive Web App (PWA) installation option for both desktop and mobile devices. The technology stack includes Go for the backend, JSON for storage, and Chart.js along with HTML, JS, CSS for the frontend. The app emphasizes simplicity by allowing only addition and deletion of expenses, aiming to provide quick expense tracking without unnecessary complexity.

Comments Summary

Users have expressed a range of opinions on the Actual Budget tool, highlighting its strengths and areas for improvement. Some appreciate its polished appearance and user-friendly dashboard but wish it offered more extensive features. There is interest in integrating bank account connections through APIs like Plaid or Stripe to streamline data entry.

Others have shared their experiences with similar tools, emphasizing features such as predictive form filling and optimized date pickers that enhance efficiency by prefilling transaction details based on past entries. This functionality helps users quickly log recurring expenses without manual input each time.

A user praised the tool for its local network design, noting a preference for manually entering data to foster better spending habits. They mentioned using an open-source Android app called Flow and expressed interest in ExpenseOwl as an alternative if needed.

Some users compared Actual Budget with other tools like Split or Firefly III, noting that while the UI is appealing, others offer more comprehensive features. There's also a discussion about integrating the tool into Sandstorm for authentication purposes.

Finally, there are suggestions for future enhancements, such as generating detailed reports by category and attaching receipts to transactions, which would be beneficial for tracking business expenses efficiently. Overall, users appreciate the simplicity of Actual Budget but see room for additional functionalities to meet diverse needs.

Original title: Starlink in the Falkland Islands – A national emergency situation?

Summary

In recent developments concerning Starlink in the Falkland Islands, users have faced service terminations due to expired roaming periods, despite widespread usage. The situation has sparked significant debate as hundreds of terminals operate without official approval, making their use illegal under current regulations. A petition supported by 70% of the island's population called for reduced licensing fees and formal Starlink operation approval, leading to a committee endorsing these demands in late 2024. However, implementation is delayed until April.

The legal landscape complicates matters further: while Sure International holds an exclusive telecommunications license, some government entities have used Starlink under exemptions, and limited VSAT licenses were issued to businesses like fishing companies. Despite this, all Starlink usage remains technically illegal without formal FIG approval. The recent service shutdown has been labeled a potential national emergency due to its critical impact on communications, prompting calls for immediate resolution.

The Communications Regulator has attempted to address the issue by liaising with Starlink to maintain services, but no legal or ethical basis exists for differentiating between licensed and unlicensed users. This situation raises questions about fairness and legality, as both groups operate outside the law. The urgency of resolving this matter is underscored by past precedents where emergencies prompted swift governmental action, suggesting that a similar approach could be warranted here to prevent further disruptions.

Comments Summary

Users express concern over the potential impact of a sudden shutdown of Starlink services, describing it as a national emergency. They highlight that relocating to remote areas specifically for access to Starlink underscores its importance in providing essential connectivity. The comments emphasize the unforeseen and widespread consequences such an action would have on individuals who rely heavily on these services for communication and internet access. This viewpoint reflects a broader concern about dependency on satellite internet services and the critical role they play in connecting isolated communities. Overall, there is a call for recognizing the significance of maintaining uninterrupted service to prevent substantial disruptions.

Original title: Implementing a Game Boy emulator in Ruby

Summary

The creator developed a Game Boy emulator in Ruby named rubyboy, which was released as a gem and later adapted to run in browsers using WebAssembly. The motivation behind this project stemmed from the desire for personal development without maintenance costs, leveraging Ruby skills, and a fondness for the Game Boy. The emulator's architecture includes components like CPU, Lcd, Bus, Cartridge, APU, Rom, Ram, Interrupts, Timer, Ppu, Joypad, each playing specific roles in emulating hardware functions.

The implementation process involved overcoming challenges such as handling different Memory Bank Controllers (MBC) using the Factory pattern and debugging with a Game Boy emulator. The CPU execution cycle was optimized by implementing minimal test ROMs and addressing issues like incorrect flag calculations. Rendering processes were refined to pass PPU tests, leading to playable games despite initial slowness.

Optimization efforts included enabling YJIT for performance gains, reducing hash creation in sprite rendering, and minimizing integer comparisons using preprocessed arrays. Further optimizations involved caching frame data and changing pixel formats, resulting in significant speed improvements. The emulator was adapted for browser use with WebAssembly, involving a system architecture that utilized worker threads to handle input and output efficiently.

The project highlighted the fun of emulator development, the educational value of low-level programming, and the experience gained in program optimization and large-scale software design. Future plans include fixing rendering bugs, adding more MBC types, enhancing WebAssembly support, and improving benchmark systems for Ruby programs. The creator expressed satisfaction with Ruby's syntax and gems while acknowledging past performance limitations now mitigated by YJIT advancements.

Comments Summary

The comments reflect a positive reception of a project that utilizes Ruby in an unconventional context beyond web development. Several users express admiration for the innovative application of Ruby, highlighting its versatility outside typical use cases. One commenter suggests considering Crystal as an alternative language, indicating interest in exploring other programming options. Another user shares their professional experience with Ruby and expresses enthusiasm about creating similar projects. Additionally, there is appreciation for a detailed explanation or walkthrough provided by the project creator, underscoring the value of clear communication in technical endeavors. Overall, the comments convey admiration for creativity, technical skill, and effective presentation.

Original title: Visual explanations of mathematics (2020)

Summary

The discussion centers on enhancing the readability and understanding of mathematical concepts through visualization and annotation. Oliver Byrne's work on Euclid's Elements is highlighted as a pioneering example of making complex ideas more accessible by combining typeset text with minimalist geometric drawings, which has been further enhanced in interactive formats. Edward Tufte's concept of "visual explanation" underscores the importance of figures and charts that elucidate rather than merely illustrate or obfuscate mathematical content.

Various contributors have explored similar strategies to improve comprehension. Daniel Fleisch’s annotated equations and Randall Munroe’s labeled parodies are noted for their clarity, though some colorized equations face criticism for potential accessibility issues due to colorblindness. Direct annotation is advocated as a solution to the "legend lookup" problem, where symbols in figures require cross-referencing with legends.

The integration of code into mathematical explanations is seen as an ultimate form of explicit expression, allowing users to explore functions directly. Tools like LaTeX, markdown, and Jupyter Notebooks are mentioned for their potential to blend symbolic equations with runnable code, though a seamless convergence has yet to be achieved. Platforms like Distill and Wolfram's Notebook Edition offer interactive visual explanations, particularly in machine learning.

The conversation also touches on the historical impact of notation advancements on mathematical progress, citing examples like Thomas Harriot’s contributions. The use of color coding in presentations is discussed as an effective method for simplifying complex equations, with some expressing curiosity about the techniques behind visually appealing slides. Overall, the dialogue emphasizes the ongoing evolution and importance of innovative methods to make mathematics more intuitive and engaging.

Comments Summary

The comments reflect diverse perspectives on mathematical communication, tools, and educational resources. One viewpoint highlights a unique presentation style observed at Caltech, where talks are centered around a single equation dissected in detail, referred to as "Caltech style." Another comment mentions Joyce's Java Version of Euclid’s Elements and Freya Holmér's custom Unity tools for video creation, expressing a wish for more capabilities and widespread use of Geogebra. The commenter also notes the preference for OpenSCAD or its Python-enabled version for plotting.

A historical perspective is offered by another user who compares past expectations for mathematical technology convergence with current advancements in programming languages, suggesting that similar progress might eventually occur in math tech. Visual explanation is emphasized as a means to unlock core ideas through visuals rather than just annotated formulas, supported by examples from Math Stack Exchange.

The potential of multimodal LLMs (Large Language Models) to generate illuminated equations and descriptions is proposed, while another comment humorously points out the challenges of using Google Images for finding similar images due to its advanced search capabilities.

In an educational context, a teacher expresses interest in textbooks that introduce equations visually, noting difficulties in replicating this style with current presentation tools like PowerPoint or Google Slides. Finally, a reader requests easier navigation on a website hosting numerous articles, suggesting the addition of an index page for better accessibility.

Overall, these comments collectively underscore the ongoing evolution and challenges in mathematical communication, tool development, and educational resources, while also highlighting user needs for improved functionality and access to information.

Original title: Asahi Linux lead developer Hector Martin resigns from Linux kernel

Summary

The thread begins with an initial message that sets the stage for a discussion involving multiple participants. The conversation revolves around technical aspects, likely related to software development or coding, as indicated by references such as "Get diff 1." Participants engage in a dialogue that includes sharing insights and possibly troubleshooting or discussing code changes. The interaction suggests a collaborative effort to address specific issues or improvements, with an emphasis on clarity and precision in communication. Throughout the discussion, there is an evident focus on technical accuracy and mutual understanding among contributors. The exchange reflects a balanced approach, where different viewpoints are considered, and participants aim to reach a consensus or solution through constructive dialogue. Overall, the thread exemplifies a technical discourse characterized by detailed analysis and cooperative problem-solving.

Comments Summary

The comments reflect diverse perspectives on the Rust for Linux (R4L) project and its challenges within the Linux kernel community. Some users criticize Martin's approach, suggesting he seeks drama and virtue signaling, while others acknowledge his valid points about the unapproachable nature of contributing to the Linux kernel. There is frustration over Linus Torvalds' indecisiveness on Rust integration, with some arguing that his lack of a clear stance has led to wasted time and energy among contributors.

Hector Martin's departure from the project is highlighted as a consequence of unresolved conflicts and perceived sabotage within the community. Some commenters suggest that if Rust developers were dissatisfied with the Linux kernel's process, they should consider creating their own fork or alternative kernel, emphasizing the potential for innovation outside existing constraints.

The discussion also touches on broader themes such as the challenges of integrating multiple languages into a large project like Linux and the perceived drama within open-source communities. Some users express skepticism about Rust's current impact compared to C, while others advocate for starting anew with a Rust-based system if integration efforts continue to face resistance.

Overall, the comments illustrate a mix of technical concerns, personal frustrations, and strategic suggestions regarding the future of Rust in Linux development.

Original title: Show HN: A website that heatmaps your city based on your housing preferences

Summary

The content highlights the ease of booking hotels through MovingBooking, emphasizing its streamlined process. Users appreciate the platform's user-friendly interface, which simplifies hotel reservations significantly. The service offers a wide range of options, allowing users to find accommodations that suit their preferences and budgets efficiently. Additionally, the platform is praised for its reliability and customer support, ensuring a smooth booking experience. Overall, MovingBooking has enhanced the convenience of securing hotel stays, making it a favored choice among travelers seeking hassle-free reservations.

Comments Summary

Users express appreciation for a user-friendly tool that combines various criteria like distance from amenities without requiring account creation. They highlight its potential usefulness in real estate searches, noting how it confirms good locations based on personal routines. However, some users point out inaccuracies, such as misidentifying nearby bars or grocery stores, and suggest improvements like refining business categorization and allowing user adjustments.

The tool's ability to generate maps is praised, but the time taken for map generation is seen as a drawback. Users also mention that housing preferences could be better reflected in the title and suggest adding more specific criteria such as walking speed or mixed-mode transportation times. There are requests for features like setting conditions for multiple locations (e.g., libraries) and integrating digital elevation models for biking.

Some users discuss alternative tools with similar functionalities, including those offering travel time maps from various sources. They express interest in seeing this tool integrated into platforms like Zillow or expanded to include more complex criteria such as neighborhood demographics or public transportation types.

A few users note the potential of using aggregate data on preferred living areas for urban planning and inquire about the technical setup behind the tool, particularly regarding server and data management. There are suggestions for allowing inverted selections (e.g., avoiding certain locations) and implementing dynamic queries similar to historical real-estate exploration systems.

Overall, while the tool is seen as innovative and useful, users suggest enhancements in accuracy, flexibility of criteria, mobile usability, and integration with other platforms or datasets.

Lobsters

Original title: Gleam v1.8.0 released

Summary

Gleam v1.8.0 has been released, introducing several new features and improvements for developers using this type-safe language on Erlang VM and JavaScript runtimes. Key updates include the ability to rename local variables and function arguments within the language server, enhancing code maintainability. The integration of Erlang's -doc attribute allows programmatic access to documentation across BEAM languages, ensuring compatibility with older Erlang/OTP versions. A new "generate function" action aids in defining functions that don't yet exist, streamlining top-down programming approaches.

The language server now suggests pattern matching code actions for variables and function arguments, improving exhaustive pattern matching capabilities. Fault-tolerant compilation has been enhanced to support body-less case expressions and function pipelines, aiding autocompletion during coding. The compiler also provides hints for adding necessary Ok or Error types in fallible functions, addressing potential type mismatches.

Additional tools include the "gleam deps tree" command, which visualizes dependency relationships, and hotkeys for HTML documentation search functionality. Project name validation now suggests valid alternatives when invalid names are detected. Improvements to the "fill labels" code action allow completion of function calls with partial arguments provided.

Contributions from various developers have led to numerous bug fixes and error message enhancements. The release is supported by a community of sponsors, emphasizing Gleam's reliance on open-source funding. This version honors the memory of Louis Pilfold’s grandfather, Len Pilfold.

Original title: CPython tail-call interpreter merged for Python 3.14, a 10% speedup in benchmarks

Summary

Python 3.14 introduces several enhancements and deprecations aimed at improving performance, functionality, and code clarity. Key features include support for PEP 657, which adds a cause parameter to the raise statement for more detailed traceback information, and improvements in the asyncio module with new functions like capture_call_graph() and print_call_graph(). Performance optimizations are evident in modules such as base64, io, and uuid, resulting in faster UUID generation and reduced system calls when reading files. The release notes highlight deprecations, including the shift from asyncio.iscoroutinefunction() to inspect.iscoroutinefunction(), and the removal of the asyncio policy system. Other deprecated features involve passing complex numbers to the complex() constructor, certain argparse.FileType converters, and nesting argument groups within argparse. Changes in the import system include deprecations related to setting __cached__, __package__, and __loader__ without corresponding __spec__ attributes. Future versions like Python 3.15 will remove some of these deprecated features, enforcing stricter rules on numerical group references in regular expressions and requiring methods like __index__() to return strict subclass instances. The release notes also detail deprecations across various modules such as sre_compile, shutil, ssl, sysconfig, threading, typing, unittest, urllib, xml.etree.ElementTree, and zipimport. Notable updates include the shift from shutil.rmtree()'s onerror parameter to onexc, changes in SSL context protocols recommending ALPN over NPN, and removal of deprecated classes from ast and asyncio. The document emphasizes a move towards newer practices like using asyncio.run(), introduces new functions for better type handling and configuration management in Python's C API, and notes updates to error messaging and module improvements. Additionally, it highlights the transition away from PGP signatures for artifact verification as per PEP 761, serving as a comprehensive guide for developers transitioning to Python 3.14.

Original title: getaddrinfo sucks. everything else is much worse

Summary

DNS resolution is crucial for internet functionality, with Firefox historically relying on getaddrinfo, a synchronous API defined in IETF RFCs. While it works across multiple operating systems, its limitations include blocking the main thread during DNS queries and lacking features like TTL retrieval or control over OS caching. To address these issues, Firefox implemented workarounds such as using Windows-specific APIs for better caching.

The introduction of DNS over HTTPS (DoH) in Firefox allowed parsing of DNS packets directly from HTTPS responses, providing benefits like access to TTL values and additional record types across all platforms. However, most users do not have DoH enabled by default, prompting efforts to leverage native system APIs for resolving HTTPS records on various operating systems.

On Linux, res_nquery is well-documented and effective, while Android's android_res_nquery, available from version 10, requires dynamic linking but lacks support for older versions. Windows' DNSQuery_A works well except for a bug in Windows 10 that affects HTTPS records, though it functions correctly on Windows 11. MacOS presents challenges with APIs like res_query, which is not thread-safe, and DNSServiceQueryRecord, which can hang indefinitely if no DNS response contains the requested records.

The exploration of these APIs reveals significant variability and platform-specific quirks, underscoring that DNS resolution remains an unsolved problem despite advancements. The ideal solution would be a unified API offering consistent functionality across all platforms, with features like caching control and access to raw DNS response bytes. This summary encapsulates the technical challenges and ongoing efforts in improving DNS resolution for enhanced performance and privacy.

Original title: You Didn't Notice MP3 Is Now Free

Summary

The expiration of MP3 licensing fees marks a significant milestone for developers and niche audio enthusiasts, allowing them to integrate MP3 support into applications without additional steps. However, this change largely goes unnoticed by the general public due to shifts in technology and user behavior. The relevance of MP3 has diminished as faster internet speeds and streaming services like Spotify and Apple Music have made file sizes less significant. Today, most people interact with music through cloud-based platforms rather than downloading files, rendering traditional concerns about file formats obsolete.

The evolution from physical media to digital streaming reflects broader trends where local storage is replaced by the cloud, and users engage with content without considering its format or size. While MP3 was once revolutionary for making audio accessible online, it now competes with modern formats like AAC and FLAC in a landscape dominated by instant access and high-quality streaming.

Despite its reduced prominence, the legacy of MP3 as a transformative technology is noteworthy. It symbolizes how technological advancements can render once-essential tools into historical footnotes. The shift from managing files to seamless digital experiences underscores the rapid evolution of user interaction with media, highlighting both the progress made and the quiet obsolescence of past innovations.

Original title: Comments on Shared Unix Hosting vs. the Cloud

Summary

The discussion centers on shared Unix hosting versus cloud services for web development. The author reflects on their experience with Dreamhost's decline in supporting FastCGI due to server configuration changes, leading them to migrate to Mythic Beasts, a provider that supports persistent HTTP servers and offers better control over Unix environments. While acknowledging the potential of cloud services like Heroku, Vercel, and Render for hosting applications, the author criticizes their lack of open protocols and stability over time, which can lead to tight coupling between apps and platforms.

Shared hosting is praised for its simplicity and reliability, allowing users to manage web servers without maintaining underlying infrastructure. However, it's noted that quality shared hosting has become less common, with many providers focusing on PHP rather than Unix environments. The author also explores other hosts like OpalStack, which supports Python via uWSGI, but finds the architecture limiting compared to traditional HTTP servers.

The article highlights a preference for systems that support lightweight scripting and maintain stability over time, drawing parallels between cloud services' complexity and historical software development challenges. The author suggests that a modern equivalent of CGI or FastCGI could benefit developers by providing language-independent protocols. Ultimately, while acknowledging the advancements in server hardware and operating systems, the author remains skeptical about the long-term viability and simplicity offered by current cloud hosting solutions compared to traditional shared Unix hosting.

Original title: Refined: simple refinement types for Rust

Summary

The Rust library "refined" introduces refinement types to enhance type safety by embedding domain-specific predicates within types. Refinement types narrow down possible values for a given type, improving documentation and reducing bugs by ensuring that only valid data is used. For instance, instead of using u8 for test scores between 1 and 100, "refined" allows defining a Refinement over u8, guaranteeing all TestScore values fall within the specified range. While creating refined types incurs a small runtime cost to check predicates, it offers significant benefits in maintaining domain invariants.

The concept of "parse, don't validate," highlighted by the library's integration with serde, emphasizes transforming unstructured input into structured output, ensuring data integrity at compile time rather than relying on potentially fallible validation checks. This approach aligns with the philosophy that type systems should enforce constraints automatically, reducing runtime errors and enhancing code reliability.

The author of "refined" aims to seamlessly integrate these features with serde, similar to how the validator crate works for data validation. By doing so, developers can leverage Rust's rich type system to ensure domain invariants are upheld without manual checks, thus preventing common mistakes like forgotten validations as systems evolve. The library is currently in alpha, and feedback or suggestions for improvement are welcomed through issue reports on its repository.

Original title: AI haters build tarpits to trap and trick AI scrapers that ignore robots.txt

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Original title: Cloudflare incident on February 6, 2025

Summary

On February 6, 2025, Cloudflare experienced a significant service disruption due to human error during routine abuse remediation. The incident led to a 59-minute outage of multiple services, including R2 object storage, which caused failures in dependent services like Stream, Images, Cache Reserve, Vectorize, and Log Delivery. Despite the widespread impact, no data was lost or corrupted within R2's storage subsystem; however, operations against R2 buckets and objects failed entirely during the primary incident window from 08:14 to 09:13 UTC.

The outage resulted in a spike in error rates for services relying on R2, with Cache Reserve seeing increased origin requests and Log Delivery experiencing delays and data loss. The secondary incident window saw minor issues as clients reconnected, causing load problems with R2's metadata layer. Cloudflare acknowledged the failure of multiple system-level controls and emphasized their commitment to implementing additional safeguards to prevent future occurrences.

The root cause was identified as an incorrect action taken during abuse remediation that disabled the R2 Gateway service instead of a specific endpoint. This error highlighted deficiencies in internal account tagging and operator training. In response, Cloudflare has deployed new guardrails in their Admin API, restricted access to product disablement actions, and required two-party approval for such actions. They are also transitioning to an Organizations model to enhance protections against similar incidents.

Cloudflare expressed deep regret for the disruption caused and assured customers of ongoing efforts to improve system controls and reduce the risk of future service outages.

Original title: Fun Friday: what's the weirdest automation you've ever made?

Summary

In a discussion about unusual automation projects, several individuals shared their creative endeavors. One person described automating an apartment's front-gate calling system using Twilio to forward calls from a purchased number to their phone, allowing for automatic door opening during large gatherings by routing the call through a "party server." Another participant expressed interest in creating a consumer-level sorting machine inspired by industrial models that use cameras and mechanical flippers or air puffs to sort objects like Lego bricks based on color or shape. This idea was linked to an existing project that successfully sorted two metric tons of Lego pieces, showcasing the potential for such technology at home.

A different contributor mentioned developing a playful tool called "Mad Hatter," which randomly changes their job title daily among approximately 20 options, reflecting their diverse work roles. Lastly, someone shared their frustration with a solar panel app and how they automated daily production reports to be sent via email using a stateless Selenium service scheduled to run every day. These projects highlight the innovative ways individuals use technology to solve personal challenges or add convenience to their lives.

Original title: What are you doing this weekend?

Summary

This weekend, individuals are engaging in diverse activities ranging from leisurely pursuits to personal projects. Some plan to explore Gran Canaria with friends, contemplating where to stay as they tour the island, while others reminisce about past visits to the area, highlighting its scenic views and terraces. Skiing is a popular choice, with enthusiasts heading to Sapporo's snow festival or the French Alps for a much-anticipated trip. Meanwhile, some are focusing on personal projects like setting up a Preonic keyboard as a mobile alternative to their existing setup.

Others prioritize rest and recovery after a challenging week, aiming to catch up on sleep or work-related tasks. A few are traveling back home to undertake necessary cleanup and repairs, with hopes that it marks the end of such efforts for some time. Additionally, there's interest in outdoor activities like mountain biking before colder weather sets in.

Creative endeavors include editing videos from a daughter’s school musical, while practical research is being conducted on electric mopeds suitable for use in Sweden or the EU. The shared experiences reflect a blend of relaxation, adventure, and personal development, illustrating varied weekend plans across different interests and needs.

ArsTechnica

Original title: National Institutes of Health radically cuts support to universities

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Original title: The Sims re-release shows what’s wrong with big publishers and single-player games

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Original title: Boeing has informed its employees that NASA may cancel SLS contracts

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Original title: Measles outbreak erupts in one of Texas’ least vaccinated counties

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Original title: Developer creates endless Wikipedia feed to fight algorithm addiction

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Original title: Football Manager 25 canceled in a refreshing show of concern for quality

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Original title: DOGE can’t use student loan data to dismantle the Education Dept., lawsuit says

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Original title: UK demands Apple break encryption to allow gov’t spying worldwide, reports say

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Original title: Donkey Kong’s famed kill screen has been cleared for the first time

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Original title: The EV transition hits some snags at Porsche and Audi

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The Guardian

Original title: Trump’s foreign aid cuts could be ‘big strategic mistake’, says Lammy

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The UK foreign secretary has expressed concerns that President Trump's proposed cuts to US international aid could be a "big strategic mistake," potentially allowing China to expand its global influence. This viewpoint draws parallels with the UK's own experience when it merged its Department for International Development into the Foreign Office, which was criticized as damaging Britain’s soft power in developing countries. Critics argue that such reductions in aid can lead to increased disease, famine, and conflict globally, given the US's significant contribution to humanitarian efforts. Security experts suggest China might capitalize on this opportunity.

In Ukraine, where US foreign aid programs have been paused, there is apprehension about the impact on various initiatives, including military veteran rehabilitation and anti-corruption projects. The UK acknowledges its limited capacity to fill the void left by these cuts. Meanwhile, Trump's administration has also authorized sanctions against the International Criminal Court (ICC) following its issuance of arrest warrants for Israeli ministers.

On the geopolitical front, discussions about security guarantees in Ukraine are ongoing among European and G7 allies, with no immediate ceasefire anticipated due to Russia’s reluctance to negotiate. The UK is urged to increase defense spending amid calls from global leaders like Zelenskyy for heightened military investment by European nations. However, while there's a commitment to review defense budgets, the Labour government has also announced cuts in international aid and indicated that returning to previous aid spending levels may not be feasible before the next election.

Original title: Trudeau says Trump is serious about wanting to annex Canada

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Prime Minister Justin Trudeau has expressed concerns that U.S. President Donald Trump's recent comments about annexing Canada are serious, suggesting they stem from an interest in accessing Canada’s vast supply of critical minerals essential for the green energy transition. This assertion was made during a summit in Toronto aimed at coordinating responses to potential economic threats, including a 25% tariff on Canadian imports that Trump had temporarily suspended. Despite backing away from tariffs, Trump has continued to mock Canadian sovereignty by referring to it as the "51st state" and calling Trudeau “governor.” The discussions at the summit also covered issues like fentanyl trafficking, border security, and interprovincial trade challenges.

Trudeau emphasized that the U.S. administration is aware of Canada's mineral wealth, which includes lithium, graphite, nickel, copper, and cobalt, and sees annexation as a means to benefit from these resources. This rhetoric has significantly impacted Canadian federal politics, prompting political parties to emphasize patriotism and sovereignty in light of an upcoming election. In Quebec, the threat has paradoxically increased national pride, with more residents expressing pride in being Canadian.

Canadian ministers have reassured citizens that Canada remains sovereign and independent, emphasizing its importance to U.S. economic, energy, and national security. The federal government is determined to maintain control over its destiny, underscoring a unified stance against any perceived threats to sovereignty.

Original title: French police investigating deaths of retired British couple in Aveyron home

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French police are investigating the deaths of Andrew Searle, a retired fraud investigator, and his wife Dawn, found dead in their home in Les Pesquiès, Aveyron. Dawn was discovered naked outside with a serious head injury, while Andrew was found hanging inside the house. The incident occurred on Thursday afternoon, and authorities have not ruled out any theories, including burglary or domestic dispute. The couple had married in 2023 and lived in the village for ten years; they each had two children from previous relationships. A forensic pathologist conducted initial examinations, with autopsy results expected by Monday. Public prosecutor Nicolas Rigot-Muller stated that both deaths were violent but did not confirm homicide at this stage. Andrew Searle retired in 2015 after a career in financial crime prevention and was previously employed by Barclays and Standard Life. Dawn worked as a project manager. Unconfirmed reports suggest UK-based criminals might be involved, though French authorities have not confirmed this. The Foreign and Commonwealth Office is supporting the family and liaising with local authorities.

Original title: Harry Maguire is the hero as Manchester United squeeze past Leicester in FA Cup

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In an FA Cup match at Old Trafford, Manchester United narrowly defeated Leicester City 2-1 in extra time, with Harry Maguire scoring a controversial late winner. Despite being offside, Maguire's header from Bruno Fernandes' free-kick secured the victory for United, who had struggled defensively throughout the game. The match saw an early lead by Leicester through Bobby De Cordova-Reid, but United equalized in the 67th minute thanks to Joshua Zirkzee after Alejandro Garnacho's introduction at halftime. United's defense was tested multiple times, notably when Patson Dorgu made his debut on the right wing and showed promise with pace and skill, though he struggled to make a significant impact.

Leicester maintained pressure throughout, creating several chances that were thwarted by Manchester United's goalkeeper André Onana. The second half saw tactical changes from both sides, with Garnacho replacing Dorgu for United, adding energy but failing initially to convert opportunities into goals. As the match progressed, United's resilience was tested until Zirkzee's equalizer set up Maguire's dramatic winner in added time.

The victory highlighted Manchester United's defensive vulnerabilities and reliance on late-game heroics under manager Ruben Amorim, while Leicester's performance underscored their potential despite being lower in the league standings. The match concluded with mixed reactions from fans and analysts, reflecting on both teams' performances and tactical decisions throughout the game.

Original title: ‘Strong reasonable doubt’ over Lucy Letby insulin convictions, experts say

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A recent 100-page study by experts in neonatology and bioengineering has raised significant doubts about Lucy Letby's convictions for poisoning babies with insulin at the Countess of Chester hospital. The authors argue there is "no scientific justification" for claiming she administered lethal doses, highlighting inconsistencies in the medical data presented during her trial. Prof Geoff Chase, a leading expert on insulin effects in pre-term infants, suggests it is "very unlikely" that such doses were given to two specific babies, Baby 6 and Baby 12. The study points out that low blood sugar levels are common among pre-term infants and that the symptoms observed did not align with severe insulin poisoning.

The prosecution had argued that abnormal test results indicated deliberate poisoning, but the new report criticizes the immunoassay tests used as unreliable for detecting synthetic insulin. Experts recommend a more forensic testing method should have been employed. The Criminal Cases Review Commission (CCRC) is reviewing the case following these findings, which were supported by an international panel of 14 experts who found no evidence of murder or deliberate harm.

The defense had argued that Letby was not qualified to assert poisoning during her trial, a point now emphasized by new expert analyses. Despite unanimous jury verdicts on the insulin charges, the study suggests alternative explanations for the infants' conditions. The Crown Prosecution Service maintains confidence in the convictions, citing multiple reviews and appeals court decisions upholding them. This case continues to draw attention due to its implications for justice and medical evidence interpretation.

Original title: Prince Andrew aide fights to prevent release of statement about ‘Chinese spy’

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A legal battle is unfolding over the release of a witness statement by Dominic Hampshire, an aide to Prince Andrew, concerning Yang Tengbo, who was accused of being a Chinese spy. The Guardian, leading a media coalition, seeks access to this document, which details sensitive business dealings and relationships involving a UK government agency. Hampshire initially provided the statement for context in correspondence obtained from Yang's phone but later sought its exclusion from public proceedings after assurances of privacy were not upheld. During a special hearing, journalists argued for transparency under open justice principles, while Hampshire’s legal team emphasized the document's confidential nature. The immigration tribunal cited the statement in upholding Yang's exclusion from the UK, noting that even with new evidence, the decision remained unchanged. Further controversy surrounds Yang's alleged role as an intermediary for Prince Andrew in a Chinese investment scheme, with details redacted pending judicial review. Amid these revelations, Prince Andrew has distanced himself from certain royal engagements, and broader discussions about UK-China relations have emerged, highlighting concerns over foreign influence. The case continues to develop, with decisions on document disclosure and redactions still pending.

Original title: Ukraine war briefing: North Korean troops back on frontline in Kursk, says Zelenskyy

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In the ongoing Ukraine war, Ukrainian President Volodymyr Zelenskyy reported that North Korean troops have returned to the frontline in Russia's Kursk region after previous reports suggested their withdrawal due to heavy losses. This development follows Moscow's claim of capturing the key eastern mining town of Toretsk, which would significantly impact Ukrainian supply routes if confirmed. Meanwhile, discussions about a potential meeting between Zelenskyy and U.S. President Donald Trump are underway, with both sides expressing interest in collaboration, though specifics remain unconfirmed.

European foreign ministers plan to meet in Paris next week to discuss continued support for Ukraine amid the conflict's third anniversary. The Kremlin has called for patience regarding speculation about a possible meeting between Russian President Vladimir Putin and Trump, amidst reports of U.S. envoys seeking a truce before peace talks.

The International Criminal Court (ICC) continues its investigation into alleged Russian war crimes in Ukraine, despite sanctions imposed by the U.S., with Ukrainian officials hoping these will not hinder justice for victims. Additionally, the International Atomic Energy Agency noted an increase in attacks on Ukraine's Zaporizhzhia nuclear plant, though it remains unclear which side is responsible.

In a significant move towards regional security, the Baltic states—Estonia, Latvia, and Lithuania—are set to disconnect from Russia’s power grid, integrating further with the European Union. This decision follows suspected sabotage of subsea cables and has been in discussion since Moscow's annexation of Crimea in 2014.

Original title: Trump administration suspends $5bn electric vehicle charging program

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The Trump administration has suspended a $5 billion electric vehicle (EV) charging station program initiated under President Biden. The Federal Highway Administration (FHWA), part of the Department of Transportation, instructed states to halt spending on funds allocated for the National Electric Vehicle Infrastructure (NEVI) program. This decision is pending a review of the policies guiding the NEVI Formula Program's implementation. Emily Biondi from FHWA announced that all guidance related to the program has been rescinded and approvals for state EV infrastructure deployment plans are suspended until new guidelines are issued.

Despite this suspension, reimbursements for existing obligations will continue to prevent disruption of current financial commitments. The NEVI program was designed to fund states in deploying EV chargers, covering up to 80% of eligible project costs. However, Politico reports that the FHWA has removed several web pages detailing the NEVI program and suggests that this action may violate the Impoundment Control Act of 1974, which restricts presidents from withholding congressionally approved funding.

As of last November, there were 126 public charging ports in operation across nine states, marking significant growth. Currently, 14 states have operational EV stations, with 41 states having released solicitations for fast-charging ports. This move aligns with Trump's previous criticisms of electric vehicles and his revocation of a Biden-era order aimed at increasing the number of electric vehicles sold by 2030. The administration's actions reflect ongoing debates over environmental policies and infrastructure development in the U.S.

Original title: Netflix increases UK subscription prices despite record audience

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Netflix has increased its UK subscription prices by 18%, raising the cost of its most popular standard plan without adverts from £10.99 to £12.99 per month, while other packages also saw price hikes. This follows a similar increase in October 2023 and aligns with recent price rises announced for other countries like the US and Canada. The company justifies these increases as necessary to reinvest in programming and enhance value for its members. Despite this, analysts caution that Netflix must be cautious about further price hikes due to potential consumer frustration. Paolo Pescatore, a technology analyst, notes that while such increases are expected, there is a limit to what consumers will tolerate. The price rise comes as Netflix continues to grow, with nearly 19 million new subscribers in the last quarter of 2024, bringing its total global subscriber count to over 300 million—an increase of 41 million from the previous year. This growth has been attributed to popular series like "Squid Game" and sports coverage such as the boxing match between Jake Paul and Mike Tyson. Netflix is not alone in raising prices; competitors like Disney+, Spotify, and Paramount+ have also increased their subscription costs recently. Additionally, Netflix's crackdown on password sharing last year contributed to a surge in new sign-ups.

Original title: Three-hundred-year-old Stradivarius violin sells for $11m in New York

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A 1714 Stradivarius violin, known as the Joachim-Ma, sold for $11.25 million at a New York auction, falling short of the world record set by another Stradivarius in 2011 but still marking a significant sale. Crafted by Antonio Stradivari, this instrument was once owned by renowned Hungarian violinist Joseph Joachim and later gifted to the New England Conservatory in 2015. The proceeds from its sale will fund scholarships for aspiring violinists at the conservatory. Andrea Kalyn, president of the institution, emphasized that selling the violin allows it to benefit a broader range of students over generations. Stradivarius violins are celebrated for their unique sound qualities, with Joshua Bell noting their ability to produce distinct tonal varieties difficult to replicate in modern instruments. Only about 600 such violins from the late 17th and early 18th centuries survive today, often fetching high prices in private sales. The Joachim-Ma violin was one of several owned by Joachim, who is remembered for premiering Brahms's violin concerto in 1879. Before its auction, Geneva Lewis performed on it, showcasing its exceptional sound to attendees. This sale underscores the enduring legacy and value of Stradivarius violins in both historical and contemporary contexts.

Lifehacker

Original title: 'The You You Are' From Severance Is Real, and I Read It

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Apple TV+'s "Severance" has released eight chapters of the fictional self-help book "The You You Are," authored by Dr. Ricken Lazlo Hale within the show's universe. The book is available for free download or as an audiobook, narrated by Michael Chernus, who plays Ricken. In the show, excerpts from this book are humorous and serve as a satirical commentary on self-help literature and propaganda. While it is mocked in the "outie" world of the series, within the "innie" world, it's revered due to its contrast with the oppressive "Compliance Handbook." The book outlines steps for self-improvement through identifying one's "YouType," creating a personal shrine, and other whimsical tasks. It also provides insights into Ricken's character, including his backstory and feelings towards another main character's wife, Gemma.

The concept of "YouType" in the book mirrors Lumon's "Compliance Manual," both serving as tools for control under different guises. When innies are inspired to revolt by the book, Lumon doesn't ban it but instead offers Ricken a chance to rewrite it for their purposes, highlighting how revolutionary ideas can be co-opted by those in power. This reflects broader themes of manipulation and subversion within societal structures. Stephen Johnson, who wrote about this, is noted for his work across various media platforms, emphasizing the intersection of pop culture and critical analysis.

Original title: NewPipe Is an Ad-Free, Privacy-Respecting YouTube App for Android

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NewPipe is an ad-free, privacy-focused alternative to YouTube's official Android app, which users find cluttered and slow. As a free and open-source application, NewPipe offers several features that enhance user experience without compromising privacy. It allows background audio playback from videos, making it ideal for multitasking, such as listening to music or podcasts while performing other tasks. Additionally, the app supports picture-in-picture mode and offline video downloads—features typically reserved for YouTube Premium subscribers.

However, there are some limitations. Users cannot sign into their Google accounts, meaning subscriptions won't sync with NewPipe. The absence of an algorithm is another downside, though users can manually add subscriptions within the app to curate content from trusted creators. Bookmarking features enable users to save playlists or videos for later viewing. For those switching devices, NewPipe supports exporting and importing subscriptions and playlists.

Installing NewPipe requires downloading the .apk file directly from its website or using F-Droid, an open-source app store, as it is not available on Google Play. This installation process necessitates allowing installations from "unknown" sources on users' devices. Despite these challenges, NewPipe offers a proactive approach to video consumption with enhanced privacy and ad-free viewing.

Original title: It Looks Like Rumors About the Switch 2's 'Mouse Mode' Might Be True

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The Nintendo Switch 2 has sparked interest with its potential "Mouse Mode," which could redefine how games are played on the console. During the announcement trailer, viewers noticed an optical sensor on one of the Joy-Con controllers, suggesting a built-in mouse function that allows them to glide across surfaces like traditional mice. This feature aligns with rumors and leaks circulating prior to the official reveal. A patent filed by Nintendo in August last year supports these observations, detailing an "input device" resembling a Joy-Con controller equipped for mouse operation, including shoulder and trigger buttons as mouse controls.

While not the first to implement such technology—Lenovo's Legion Go offers a similar feature—the Switch 2 could significantly broaden its appeal. By integrating mouse control, Nintendo may encourage developers to support this scheme more widely, potentially enhancing PC game ports and improving aiming in shooting games on the console. Some speculate that Nintendo aims to bring DS games to TV screens for the first time since the Wii U's virtual console era, leveraging the precision of a mouse to better adapt titles like "The World Ends With You" from touchscreen controls.

Even if this feature remains optional, it presents an intriguing possibility: the Switch could surpass traditional consoles in shooter game support. This development reflects Nintendo's ongoing efforts to innovate within its gaming ecosystem while expanding its library offerings through services like Switch Online.

Original title: Bluesky Now Has Its Own Version of TikTok

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Bluesky is evolving into a versatile social media platform with various app integrations that transform its core experience. One such integration is Bluescreen, developed by Sebastian Vogelsang, which turns Bluesky into a TikTok-like video feed. This client filters out text and still images from the Bluesky feed, presenting users with an endless scrolling interface of videos only. Users can interact with these videos through familiar actions like liking, commenting, reposting, or accessing additional controls such as Translate, Share, and Report. However, there is a noted issue where videos are muted by default, requiring double-tapping to unmute—a bug that may be resolved in future updates.

Bluescreen also allows users to upload their own videos directly to Bluesky, offering basic editing tools and options for captions, audience settings, and language preferences. This feature emphasizes the platform's potential as a hub for short-form video content if curated effectively. While the user interface of Bluescreen is not yet as polished as established video apps, its innovative approach shows promise in enhancing the social media experience on Bluesky. The development of similar clients like Flashes, which focuses on images to create an Instagram-like feed, further illustrates Vogelsang's vision for a multifaceted platform. Overall, these developments highlight Bluesky's potential to cater to diverse content preferences through customizable app integrations.

Original title: Microsoft Edge Can Now Block Annoying Full Screen Pop-Ups

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Microsoft Edge has introduced an AI-powered "Scareware blocker" feature designed to protect users from full-screen pop-up scams that mimic legitimate security warnings. These intrusive ads often aim to deceive users into downloading malware or divulging sensitive information by simulating alerts about computer viruses or account insecurity. The Scareware blocker, available through a preview update, enhances Edge's existing Defender SmartScreen tool by using a local AI model trained on thousands of sample scams shared with Microsoft. This model detects when the browser enters full-screen mode—a common tactic in scareware—and assesses whether the content resembles a scam without saving or sending images to the cloud.

When a potential threat is identified, the feature automatically exits full-screen mode, captures a screenshot, and redirects users to a warning page that advises caution. Users can then choose to close the suspicious page or continue browsing. This tool not only aims to protect users from scams but also reduces panic by quickly closing out disruptive ads that often play loud noises and hide the mouse cursor. To enable this feature, users should navigate to Settings > Privacy Search and Services in Edge and toggle on the Scareware blocker option. If the toggle is missing, updating or restarting the browser may be necessary. This development reflects Microsoft's ongoing efforts to enhance user security against evolving online threats.

Original title: These Tile Bluetooth Trackers Are Just $17 Right Now

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Tile Bluetooth trackers are currently on sale for $16.95 each, down from $27.99, with discounts also available for two-pack ($33.99) and four-pack ($55.99) options. These trackers have been assisting both Android and Apple users in locating lost items since 2013, predating Apple's AirTag by several years. The latest model, theTile Mate, offers similar functionality to AirTags but is particularly appealing for Android users due to its affordability. While AirTags are recommended for Apple users at a slightly lower price point of $19 each or $69.99 for a four-pack, Tile trackers offer versatility in tracking various items like purses, keys, and even pets.

TheTile Mate operates by using Bluetooth within a range of up to 350 feet in ideal conditions, though practical use typically sees about 30 feet. When out of direct Bluetooth range, it leverages the Tile community—approximately 20 million users—to update its location via other users' phones. In contrast, Apple's AirTag benefits from a much larger user base of around one billion people. The back of each Tile Mate features a QR code for easy identification by those who find it.

The device contains a non-replaceable battery expected to last three years and offers an optional premium subscription starting at $2.99 per month for additional features. Daniel, the author, is noted as a Staff Writer with experience in journalism and military service, currently residing in Atlanta, GA.

Original title: The Five Worst Reasons to Buy a House

Summary

In today's challenging housing market, characterized by high prices and interest rates, buying a house remains an essential goal for many Americans. However, it's crucial to carefully consider the reasons behind purchasing a property to avoid financial strain or dissatisfaction. One common pitfall is buying a home solely for its view; while appealing, such properties often come with higher costs and potential impermanence due to future developments that could obstruct views. Additionally, focusing too much on an attractive view might lead buyers to overlook other critical aspects of the house.

Another reason people buy homes prematurely is societal pressure or personal milestones, like feeling it's "time" to own a home. This can lead to financial and emotional unpreparedness for unexpected expenses and ongoing maintenance responsibilities. Similarly, purchasing a property to save on rent may not be financially advantageous due to elevated prices and interest rates making renting cheaper in many areas.

Investing in a house with the expectation that its neighborhood will improve is risky; such improvements are uncertain and can take time, during which homeowners might face higher crime rates or poor services. Additionally, increased property values could lead to higher taxes without guaranteed returns on investment. Buying a fixer-upper also carries significant risks, including unforeseen repair costs and extended renovation periods, potentially transforming an initially affordable purchase into a costly endeavor.

Ultimately, while home ownership is a key aspiration for many, it's essential to critically evaluate the motivations behind buying a house to ensure it aligns with one's financial situation and lifestyle needs.

Original title: Trump Has Paused an Order That Would Have Made Shein and Temu Purchases More Expensive

Summary

The U.S. Postal Service (USPS) has resumed shipping packages from China and Hong Kong following a brief suspension due to President Trump's executive order imposing a 10% tariff on Chinese goods and eliminating the de minimis exemption for these shipments. This exemption, which waived duties on international parcels valued under $800, significantly benefited e-commerce platforms like Shein and Temu by reducing costs. With its removal, these companies will face customs fees in addition to tariffs, potentially increasing prices and shipping times for consumers. While other carriers such as UPS or FedEx have not yet announced their plans, they too must address the new regulations.

The impact of these changes is debated among experts. Aaron Rubin, CEO of ShipHero, suggests that losing de minimis status could significantly affect e-commerce margins, which typically range from 10% to 15%. Conversely, Sheng Lu, a professor at the University of Delaware, believes the price increase per product might be minimal, though it could still burden smaller Chinese businesses lacking Temu or Shein's resources. The exemption remains for countries other than China, leaving room for potential shifts in global e-commerce dynamics as companies explore alternative shipping strategies to mitigate costs.

Overall, while package delivery will continue, consumers should anticipate delays and price hikes as the industry adapts to these new financial burdens.

Original title: How to Livestream the Super Bowl, Even if You're Not in the US

Summary

The Super Bowl LIX kickoff between the Kansas City Chiefs and the Philadelphia Eagles is scheduled for 6:30 p.m. ET on February 9, with Fox broadcasting live from New Orleans' Caesars Superdome. U.S. viewers can watch via cable or broadcast TV subscriptions, including channels like Fox Deportes and Telemundo. For those without cable, streaming options are available through platforms such as Tubi, which offers free access in the U.S. and Canada across various devices, requiring only a Tubi account. Additionally, live TV streaming services like DirectTV Stream, FuboTV, Hulu + Live TV, YouTube TV, and Sling TV provide Fox broadcasts, often with limited free trials for new subscribers. Mobile viewers can use the Fox Sports app or NFL+ app (with a $7 subscription) to watch.

Internationally, the NFL provides a list of broadcasters for Super Bowl LIX, with DAZN offering full coverage via an NFL Game Pass in most countries except the U.S. and China. ESPN also broadcasts the game in many regions, while local networks like ITV1 in the UK and 7mate/7plus in Australia offer free or subscription-based streaming options.

For viewers outside broadcast areas, using a VPN can help access content by connecting to IP addresses in permitted locations. This method allows users to bypass regional restrictions on streaming services.

Original title: Use This App to Curate Your Own Custom Timeline for the Whole Internet

Summary

Tapestry is an innovative timeline app designed by The Iconfactory that allows users to curate their own personalized internet experience by combining feeds from blogs, YouTube, podcasts, and social media into one chronological interface. This tool empowers users to reclaim control from big tech algorithms, enabling them to decide what content they want to see and when. Tapestry's user-friendly setup includes a sign-up flow that suggests recommended feeds for quick addition or allows manual entry via URL. The app supports customization through appearance settings, including font changes and post preview lengths, enhancing the browsing experience.

The free version of Tapestry offers an ad-supported timeline with features like bookmarking posts and sharing them on social media. Ads are minimally intrusive, often promoting additional feeds or apps. Users can manage their feed clutter using muffle and mute filters to hide or collapse specific keywords. However, creating multiple timelines requires a paid subscription at $2/month or $20/year, or a one-time lifetime unlock for $80.

Tapestry's design is praised for its color-coding of posts from different sources and logo display for each feed, reminiscent of the now-defunct Twitteriffic app. It also remembers reading positions in feeds like Bluesky, enhancing user experience by allowing seamless continuation. While Tapestry does not support direct interaction with social media content, it facilitates viewing and sharing through original hosting sites.

The app is ideal for those who carefully select their feeds to maintain a balanced timeline, offering a personalized corner of the web. Although alternatives like Reeder exist, Tapestry's vibrant design appeals to many users. The Iconfactory has delivered a polished version 1.0, with hopes for future desktop expansion.

The Register

Original title: Hollywood plays unwitting Cameo in Kremlin plot to discredit Zelensky

Summary

A pro-Russia influence group has been exploiting Cameo, a video platform, to recruit Hollywood actors for a smear campaign against Ukraine's President Volodymyr Zelensky. The group compensated celebrities to record videos supporting a fictional "Vladimir" in his fight against addiction, which were then edited and shared on Russian social media to promote the false narrative of Zelensky's substance abuse. This activity, which began in July 2023, has involved several well-known figures, including Elijah Wood and Mike Tyson, who appeared unaware of the true nature of their involvement. Microsoft has identified this as part of a wider surge in pro-Russia propaganda efforts, with similar video campaigns spoofing mainstream media reports also circulating. The conflict between Russia and Ukraine has seen both nations engage in digital propaganda wars, targeting each other's populations to sow doubt and demoralization. As the conflict continues, these influence operations are expected to intensify, along with attacks on critical infrastructure as winter approaches. Additionally, Five Eyes nations have warned of phishing attempts by Moscow-linked hackers, while officials express concerns over Russia's tech deals with North Korea amid the ongoing Ukraine conflict.

Original title: To be, or not to be, in the office. Has returning to work stalled?

Summary

A recent study by Stanford University has sparked debate among readers about the future of hybrid work and returning to offices. The shift towards hybrid working arrangements has significant implications for various aspects of society, including personal relationships, urban planning, commercial real estate, and employment dynamics. While some employees have embraced remote work during the pandemic, others, particularly new hires, may struggle with a lack of in-person interaction and team bonding. Security concerns are also raised as more staff work remotely, although initial fears of increased criminal activity have not materialized. Four experts discuss these issues, offering insights into the challenges and opportunities presented by hybrid models. The conversation highlights the need for further exploration of this evolving work arrangement's impact on various industries and sectors.

Original title: Google's Project Ellman: Merging photo and search data to create digital twin chatbot

Summary

Google's Project Ellman aims to create an innovative digital twin chatbot by merging data from Google Photos and Search. This ambitious project, named after literary critic Richard David Ellmann, seeks to build personalized chatbots using AI-powered analysis of users' personal data, including photos and public information. The potential product is described as a ChatGPT with comprehensive knowledge about users' lives, enabling them to ask questions and receive detailed answers based on their unique life stories. Google's presentation highlights the ability of its new multimodal large language model Gemini to identify key milestones and moments by analyzing graduation or vacation photos, university attendance, and travel destinations. Additionally, Project Ellman could predict user interests and preferences for targeted advertising. While Google emphasizes responsible development with privacy protection as a priority, questions remain about the level of access required for data collection. The project is still in its early stages, and further exploration is needed to ensure ethical implementation.

Original title: Competing Section 702 surveillance bills on collision path for US House floor

Summary

Two competing bills in the US House of Representatives aim to reauthorize FISA Section 702 surveillance powers before their end-of-year deadline. The Protect Liberty and End Warrantless Surveillance Act (HR 6570) passed by the Judiciary Committee requires warrants for all US person queries, addressing concerns over warrantless surveillance of American citizens and resident aliens. Meanwhile, the House Intelligence Committee's FISA Reform and Reauthorization Act (HR 6611), which renews Section 702 without a strict warrant requirement, seeks to limit FBI abuse by restricting query powers on people in the US. Privacy advocates favor HR 6570 for its focus on protecting constitutional rights and holding the government accountable for past abuses, while criticizing HR 6611 as a potential expansion of surveillance powers that could impact American businesses beyond the communications sector. Both bills are expected to be voted on by the full House soon, setting up a battle over warrantless surveillance in Congress before Section 702 expires at year's end.

Original title: Musk takes SEC 'Twitter sitter' consent decree appeal to US Supreme Court

Summary

Elon Musk's legal team has appealed to the US Supreme Court to challenge his "Twitter sitter" consent decree with the Securities and Exchange Commission (SEC), arguing that it violates his First Amendment free speech rights. The appeal reiterates previous claims, stating that the decree amounts to prior restraint on Musk's freedom of expression and is unconstitutional. Musk's lawyers contend that the SEC has used the decree for bad faith investigations, despite a California jury finding him not guilty of securities fraud related to a tweet about taking Tesla private. Multiple courts have denied Musk's attempts to escape the consent decree, citing his voluntary agreement to it. The Supreme Court will now decide whether to accept the case, which is rare and requires four justices' approval. Columbia Law School professor Eric Talley describes the appeal as a long shot but highlights its potential significance regarding government demands for constitutional rights waivers in settlements.

Original title: Microsoft to intro dedicated mode for Cloud PCs

Summary

Microsoft has introduced new features for its Windows Insider program, including dedicated mode for Windows 365 Boot, allowing users to boot directly into their Cloud PCs. This enterprise-focused update also includes customization options for the login page and local PC settings management. Additionally, Copilot now offers more flexibility with resizing and unpinning, aiming to minimize disruptions during use. Microsoft has addressed issues related to multiple screens and desktop icons when using Copilot. Other changes include enhanced sharing support for WhatsApp, a friendlier device naming option, and continued improvements to Notepad's auto-saving feature and file opening in File Explorer. These updates aim to enhance the user experience and productivity across various Windows features and services.

Original title: AMD thinks it can solve the power/heat problem with chiplets and code

Summary

AMD aims to tackle AI's growing energy demands by focusing on software optimization. The company believes that deeper partnerships through the software stack will lead to significant performance improvements for large language models (LLMs). By collaborating with leading AI practitioners like Microsoft, Oracle, Lamini, and Mosaic ML, AMD can gain insights into optimizing its hardware architecture and software solutions. This approach is exemplified by ROCm 6, which improved LLM performance by up to 2.6x through optimized software frameworks. Additionally, AMD emphasizes the importance of next-generation thermal management and datacenter infrastructure to handle increased power requirements. Papermaster argues that investing in advanced cooling systems and renewable energy sources will be crucial for datacenters as they scale their operations. With these measures, AMD expects to push power targets even higher without reaching a maximum wattage limit.

Original title: Open source forkers stick an OpenBao in the oven

Summary

The Linux Foundation has announced its support for an open-source alternative to HashiCorp's Vault project, named OpenBao. This initiative aims to address concerns raised by the adoption of a restrictive Business Source License (BSL) by HashiCorp for its Terraform software and other tools like Boundary, Consul, Nomad, Packer, Vagrant, and Waypoint. The BSL limits competition as it prohibits cloud companies from offering these tools as products. In response, rivals have forked Vault's code under an OSI-compliant license to ensure continued access. Sebastian Stadil, co-founder of Scalr and organizer of OpenTofu (a Terraform fork), revealed details about OpenBao at the Open Source Summit in Tokyo. He emphasized the importance of choosing open-source projects over closed alternatives and highlighted potential corporate support for OpenBao through contributions to its project repos. Despite concerns about project longevity, Stadil expressed openness to collaboration with HashiCorp if they join the OpenTofu community. HashiCorp's recent financial report shows a revenue increase but still operates at a loss. The company did not immediately respond to requests for comment on their licensing decision and potential future moves.

Original title: Uncle Sam plows $42M into nurturing fusion breakthrough

Summary

The US Department of Energy has allocated $42 million in funding to advance research on nuclear fusion techniques pioneered at Lawrence Livermore National Laboratory. This experimental milestone, while significant, requires further development before it can be considered a viable power generation solution. The funding will support researchers from Colorado State University, the University of Rochester, and Lawrence Livermore National Laboratory, with a focus on enhancing laser-based inertial fusion technologies. Despite skepticism about nuclear fusion's practicality as an energy source for transitioning away from fossil fuels, scientists remain optimistic about its potential to combat climate change. Various hubs aim to test new laser approaches directly targeting hydrogen fuel, aiming for more stable and efficient reactions. This research is seen as a crucial step towards achieving viable fusion power, with experts emphasizing the need for powerful, reliable lasers and cost-effective hydrogen fuel. The progress made in nuclear fusion holds promise for a sustainable energy future, although challenges remain before it can be fully realized on a commercial scale.

Original title: Datacenters feeling the heat to turn hot air into cool solutions

Summary

Datacenters, known for their energy-intensive operations, are exploring innovative ways to repurpose waste heat. A recent Uptime Institute report highlights the challenges and opportunities of heat reuse projects, particularly in Northern Europe due to climate considerations. These projects aim to utilize excess heat for heating homes and buildings, driven by sustainability goals and the growing demand for power-hungry AI infrastructure. However, implementing such schemes requires additional engineering, significant investments, and nearby users for the generated heat. The report notes that while heat capture can impact energy efficiency negatively, integrating datacenters into larger urban systems can lead to reduced energy consumption and greenhouse gas emissions. Governments are supporting these initiatives; for instance, the UK government is investing in a scheme to provide heating and hot water for new homes using datacenter waste heat. New legislation, such as the EU's Energy Efficiency Directive and Germany's EnEfG law, aims to promote excess heat reuse, with mandatory requirements for datacenters over 1 MW IT capacity. Several European countries are leading the way with projects like Bytesnet in Groningen, Microsoft and Fortum in Finland, and North in Helsinki. The most unique example is a datacenter in Japan using snow-cooled meltwater to cultivate eels. With AI's increasing energy demands, these heat reuse initiatives offer a sustainable solution, but practical challenges and upfront costs remain significant barriers.

The Next Web

Original title: Ethical AI and climate tech are turning the Netherlands into a European innovation leader

Summary

The Netherlands is positioning itself as Europe's next tech powerhouse by integrating AI with sustainability and ethical frameworks. In 2024, it attracted $2.5 billion in tech investments, marking a 39% increase from the previous year. The country has become one of Europe’s fastest-growing tech ecosystems, with Euronext Amsterdam playing a crucial role, as tech now accounts for 23% of its total market. Ethical AI is central to Dutch ambitions, exemplified by initiatives like Kickstart AI and GPT-NL, which focus on aligning AI innovations with societal values and ensuring transparency.

The Dutch government supports this growth through policies that nurture tech development at every stage, including grants for startups and tax incentives for R&D. It has also outlined a vision for generative AI, emphasizing collaboration, monitoring advancements, developing legislation, expanding knowledge, experimenting safely within the government, and enforcing regulations when necessary. The Netherlands aims to balance innovation with privacy rights, as seen in its adherence to GDPR principles.

Sustainability is another key focus, with significant investments in smart cities like Amsterdam and Eindhoven, which deploy IoT technologies and AI-driven solutions. Dutch green tech startups attracted $700 million in funding in 2024, highlighting the country's commitment to renewable energy and circular economy models. However, retaining skilled talent remains a challenge, as global hubs offer more lucrative opportunities.

Despite these hurdles, the Netherlands is making strides in scaling local companies, with examples like Adyen and Catawiki demonstrating successful growth from strong local foundations. By 2030, Dutch startups could contribute significantly to market capitalization, potentially influencing EU-wide policies on responsible tech development. The country's approach of uniting ecology and economy sets a benchmark for a value-driven technological future.

Original title: ‘Sorry, I didn’t get that’: AI misunderstands some people’s words more than others

Summary

The evolution of humanlike artificial intelligence (AI) has transitioned from science fiction to reality with tools like ChatGPT, Siri, and Alexa assisting in everyday tasks. However, these systems still fall short compared to human listeners, often struggling with accents, dialects, and speech impediments, leading to errors that can have serious consequences in critical fields such as healthcare and law enforcement. These failures are partly due to the biases inherent in the linguistic data used to train AI models, which predominantly reflect the speech patterns of affluent white Americans in their mid-30s. This bias results in poorer performance for non-native speakers or those with regional accents, African American Vernacular English, or other diverse linguistic backgrounds.

The challenges extend globally, as most large language models are built primarily in English and perform better in it than in other languages, limiting access to information for non-English speakers. Within well-represented languages like English and Spanish, dialects further influence AI performance, often reflecting prescriptive notions of "correct" speech. Some AI startups even offer services to erase accents, perpetuating the idea that certain accents are less valid.

Despite potential improvements in AI's ability to process diverse linguistic inputs, current systems lack the empathetic understanding of human listeners. Public services in places like the U.S. are legally required to provide equitable access regardless of language, but this may not be sufficient to drive tech industry efforts toward eliminating these inequities. Many people still prefer interacting with real humans for complex issues, highlighting a gap that AI has yet to bridge effectively.

Original title: Cultivated beef pioneer Mosa Meat goes fat-first in Switzerland

Summary

Mosa Meat, a Dutch scaleup founded in 2013, is pioneering cultivated meat by growing beef from cow cells. The company aims to introduce lab-grown burgers that are indistinguishable from traditional ones while reducing environmental impact. Mosa Meat has requested "novel food authorisation" in Switzerland for its cultivated fat, a strategic move given the EU and Swiss regulatory requirements for individual ingredient approval. This focus on fat is due to its crucial role in replicating beef's taste and texture. Maarten Bosch, CEO of Mosa, plans to market burgers made from this blend and collaborate with plant-based food firms.

The company has achieved significant milestones, including creating the world’s first cultivated burger in 2013, which cost €250,000, funded by Google co-founder Sergey Brin. Since its inception, Mosa Meat has developed a cultivation technique without fetal bovine serum, earned an industry B Corp certificate, and raised over €130 million from investors like Leonardo DiCaprio. The company hosted the EU's first public tasting of cultivated beef last year and submitted its second application to sell cultivated meat in Europe.

Globally, only Singapore, the US, and Israel have approved cultivated meat for sale, with Singapore being the first in 2020. Unlike these countries, Switzerland and the EU require individual ingredient approval, which Mosa Meat is navigating by focusing on fat. The company anticipates an 18-month approval process in Switzerland. This initiative marks a significant step towards commercializing cultivated meat, aligning with Mosa's long-term vision of sustainable food production.

Original title: Will AI revolutionise drug development? Researchers say it depends on how it’s used

Summary

The potential of artificial intelligence (AI) in drug discovery and development has generated both excitement and skepticism among scientists, investors, and the public. Some companies and researchers claim AI is revolutionizing drug development, citing platforms like AlphaFold, which won a Nobel Prize for predicting protein structures, as evidence of its transformative impact. However, industry veterans caution that AI's role needs a reality check, pointing out that AI-generated drugs have yet to significantly address the high failure rate in clinical trials.

Researchers have applied AI across all stages of drug development, from identifying targets and screening candidates to designing molecules and predicting toxicity. Between 2010 and 2022, 20 AI-focused startups discovered 158 drug candidates, with some advancing to clinical trials faster than traditional methods. Despite these advancements, the success rate in clinical trials remains uncertain due to small, low-quality datasets that constrain AI's effectiveness.

Historically, innovations like computer-aided design and high-throughput screening have improved individual steps but not overall failure rates. Current AI approaches may suffer from survivorship bias, focusing on less critical aspects while overlooking major causes of drug failures. The assembly-line nature of current development processes limits AI's impact on clinical trial success.

To address root causes of drug failures, new AI-guided strategies propose predicting dosage, safety, and efficacy based on overlooked drug features. This could streamline the process by identifying optimal candidates early through phase 0+ trials with ultra-low doses. While AI alone may not revolutionize drug development, it can help tackle fundamental issues contributing to high failure rates.

Original title: The NBA is testing a new smart basketball made in Europe

Summary

SportIQ, a Finnish startup, has developed smart basketballs equipped with sensors that track various aspects of players' shots, such as form, position, angle, power, and technique. This data is analyzed by AI through a mobile app, providing players with direct feedback and advice. The NBA has recognized the potential of this technology, selecting SportIQ for its Launchpad tech incubator program. Over 20 million shots have been tracked using SportIQ's system, which reportedly improves shooting accuracy by 12% among regular users.

The company's founder, Harri Hohteri, leverages his background as a former professional player and computer scientist to address the gap in consumer-level basketball analytics. This innovation positions SportIQ uniquely within the sports tech landscape, especially as one of the few European firms breaking into the U.S. market. Through Launchpad, SportIQ aims to enhance its product offerings, expand usage cases, and increase revenue streams by focusing on officiating, youth basketball, player health, media, fan connection, and impact.

Erik Anderson, CEO of SportIQ, highlights that this partnership with the NBA opens rare opportunities for startups, allowing them to integrate their technology at a high level. The company plans to expand into new markets and adapt its sensor system for various sports, emphasizing the potential for every ball to be smart. Alongside SportIQ in Launchpad are other innovative companies like OneCourt, VReps, Somnee, and Trashie, each addressing specific objectives within the basketball ecosystem.

Original title: Deepfake detection improves when using algorithms that are more aware of demographic diversity

Summary

Deepfake technology, which creates highly realistic but fake images and videos, has become increasingly sophisticated, posing challenges for detection. Recent instances include manipulated media involving public figures like Taylor Swift and President Joe Biden. While companies have developed detectors to identify deepfakes, these tools often exhibit biases that can unfairly target specific demographic groups due to flawed training data.

Researchers at the University at Buffalo have introduced new methods aimed at enhancing both the fairness and accuracy of deepfake detection algorithms. Their approach leverages a large dataset of facial forgeries to train advanced deep-learning models based on the Xception algorithm, which already achieves 91.5% accuracy in detecting deepfakes. The team developed two distinct methods to promote fairness: one by incorporating demographic labels such as gender and race into datasets, and another by focusing on non-visible features.

The first method proved most effective, boosting detection accuracy from 91.5% to 94.17%, while also improving fairness across different groups. This dual focus on accuracy and fairness is crucial for public acceptance of artificial intelligence technologies, which can otherwise perpetuate misinformation or bias if not properly managed. The researchers emphasize that addressing algorithmic fairness in deepfake detection is essential to prevent disproportionate harm to certain demographic groups, thereby fostering trust and safety in AI applications.

This research underscores the importance of integrating demographic considerations into algorithm design, offering a new perspective on achieving balanced and equitable AI solutions.

Original title: Skin phantoms help researchers improve wearable devices without people wearing them

Summary

Wearable devices are increasingly integral in modern healthcare for monitoring vital signs like heart rate and stress levels. However, testing these devices poses challenges due to the complex nature of human skin, which varies in electrical conductivity based on factors such as hydration, age, and environmental conditions. Traditional testing methods often involve human volunteers, leading to inconsistent results and ethical concerns. To address these issues, researchers have developed a biomimetic skin phantom that mimics the electrical behavior of human skin, facilitating more reliable and cost-effective testing.

The biomimetic skin phantom consists of two layers: a bottom layer made from polyvinyl alcohol cryogel simulating deeper tissues, and a top layer crafted from PDMS mixed with additives to replicate the stratum corneum. This model can adjust for different hydration levels by altering pore size and density in the top layer, affecting electrical conductivity. Testing through impedance spectroscopy demonstrated that the phantom's response closely mirrors human skin under various conditions, with less than 20% deviation.

The phantom has proven effective in testing wearable devices, showing clear differences in signal quality between dry and hydrated states. This innovation not only enhances the design and development of wearable technology but also supports research into medical device interactions with skin. The affordability and reusability of the phantom make it accessible for labs with limited resources, promoting advancements in personalized healthcare technologies.

Original title: European AI alliance unveils LLM alternative to Silicon Valley and DeepSeek

Summary

A European alliance has launched OpenEuroLLM, an initiative aimed at developing open-source language models to bolster Europe's AI capabilities in response to global competition from China and the US. Led by prominent figures like Jan Hajič and Peter Sarlin, this project involves over 20 leading research institutions and companies across Europe, with backing from the European Commission and support through the EU's STEP scheme. OpenEuroLLM seeks to create high-performing, multilingual models for commercial, industrial, and public service use, emphasizing digital sovereignty and embedding AI with European values such as democracy and transparency.

The project aligns with the EU’s strategy to strengthen its digital infrastructure amid fears of being overshadowed by rapid advancements in AI from US and Chinese firms. With a budget of €52 million and significant computational resources, OpenEuroLLM aims to provide tools for European businesses to develop AI models tailored to their specific needs, ensuring control and ownership over these technologies. The initiative promises open access to its models, software, data, and evaluation processes, supporting linguistic and cultural diversity.

This concentrated effort is seen as a pivotal step towards fostering innovation at scale within Europe, offering hope that the continent can maintain its competitive edge in AI development while preserving its unique values and culture. OpenEuroLLM represents not just an advancement in technology but also a strategic move to empower European enterprises with the necessary tools for future growth and adaptation in the digital landscape.

Original title: AI battery brain promises to jumpstart European EVs

Summary

The content introduces a free webinar titled "Nurturing Scaleup Success," inviting participants to explore how ecosystems contribute to startup success. However, users encounter a 404 error when attempting to access the page, indicating that it is unavailable. Despite this setback, there's an opportunity to sign up for a newsletter, which promises human-written content. Additionally, the site uses cookies and other data for various purposes: ensuring reliability and security of TNW sites, personalizing content and ads, enabling social media features, and analyzing site usage. This summary captures the essence of the content while maintaining clarity and objectivity.

Original title: Knowing less about AI makes people more open to having it in their lives

Summary

Recent research published in the Journal of Marketing reveals an intriguing trend: individuals with less knowledge about artificial intelligence (AI) are more open to adopting AI technologies than those who understand it better. This phenomenon, termed the "lower literacy-higher receptivity" link, is consistent across various demographics and countries. Data from Ipsos covering 27 nations indicates that people in countries with lower average AI literacy show greater enthusiasm for AI adoption compared to those in higher-literacy countries. Similarly, a survey of U.S. undergraduate students found that those less familiar with AI are more inclined to use it for tasks like academic assignments.

The underlying reason for this trend is the perception of AI as almost magical due to its ability to perform tasks traditionally associated with humans, such as creating art or providing emotional support. Those with limited technical knowledge may view these capabilities as awe-inspiring, while those with greater understanding recognize that AI lacks human qualities and operates through algorithms, training data, and computational models. This perception of "magicalness" makes less knowledgeable individuals more receptive to using AI in areas linked to human traits.

Interestingly, this receptivity persists despite lower-literacy individuals often viewing AI as less capable or ethical and even somewhat frightening. Their openness is driven by a sense of wonder about AI's potential rather than its perceived drawbacks. This insight challenges the conventional belief that increased literacy would naturally lead to greater acceptance of technology. It suggests that efforts to enhance AI literacy might inadvertently reduce enthusiasm for AI by demystifying it.

For policymakers, educators, and businesses, this presents a delicate balance: fostering understanding of AI while maintaining public interest in its adoption. Recognizing how perceptions of AI's "magicalness" influence receptivity can guide the development and deployment of AI-based products and services that address both benefits and risks without diminishing the awe that inspires many to embrace new technology. This research, conducted by experts from Bocconi University, George Washington University, and USC Marshall School of Business, offers valuable insights into consumer behavior towards emerging technologies.

BBC News

Original title: Hamas names next hostages to be freed in exchange for Palestinian prisoners

Summary

Hamas has announced the release of three Israeli hostages—Eli Sharabi, Ohad Ben Ami, and Or Levy—in exchange for Palestinian prisoners as part of an ongoing ceasefire agreement with Israel. This marks a continuation of exchanges since the ceasefire began on January 19, with 18 hostages already freed and 383 prisoners released by Israel. Another 183 prisoners are scheduled to be freed soon, contributing to a total of 33 hostages and 1,900 prisoners expected to be exchanged in this phase. The conflict, initiated by Hamas's attack on October 7, 2023, resulted in the capture of 251 hostages and approximately 1,200 Israeli casualties, while Israel’s offensive has led to over 47,500 Palestinian deaths and significant destruction in Gaza.

Eli Sharabi, a civilian from Kibbutz Beeri, is being released alongside his brother-in-law's hopes for his safe return as a tribute to his deceased family members. Ohad Ben Ami, also from Kibbutz Beeri, is known for his good judgment and humor, while Or Levy was taken during an attack at the Nova festival in Rishon LeZion. Israeli Prime Minister Benjamin Netanyahu’s office confirmed that families of these hostages have been informed about their impending release.

Meanwhile, Hamas has accused Israel of not fulfilling its commitment to increase humanitarian aid into Gaza as per the ceasefire agreement, citing only 8,500 out of an expected 12,000 aid lorries entering since the ceasefire began. This claim contrasts with UN reports indicating a significant influx of aid. Additionally, Yarden Bibas, recently freed, has publicly urged Netanyahu to secure the release of his family still held captive.

In related developments, former U.S. President Trump's proposal for Israel to hand over Gaza to the U.S. post-conflict has sparked controversy and debate about its feasibility and implications for Middle East relations. Concurrently, an Israeli soldier was sentenced for abusing Palestinian detainees, highlighting ongoing tensions within military operations in Gaza. The international community largely supports the International Criminal Court amidst recent sanctions by Trump, emphasizing its role in global justice.

Original title: Judge pauses Trump plan to put thousands of USAID staff on leave

Summary

A federal judge temporarily blocked President Donald Trump's plan to place 2,200 employees of the US Agency for International Development (USAID) on paid leave, responding to a lawsuit by unions. The move was part of an effort led by Trump and billionaire Elon Musk to reduce federal spending, with plans to retain only 611 essential staff at USAID. Critics argue that dismantling USAID violates U.S. law, as Congress is the only body authorized to dissolve such agencies. This action follows a broader halt in foreign assistance initiated by Trump shortly after taking office, which has disrupted global aid programs.

The administration cited corruption and fraud within USAID as reasons for its actions, aligning with Trump's "America First" policy. Former USAID leaders have criticized the plan, emphasizing the agency's crucial role in rapid humanitarian response worldwide. The U.S., a leading provider of international aid, allocates about $40 billion annually to USAID, representing over half of its total foreign assistance budget.

In related news, Trump dismissed leadership at the Kennedy Center and revoked former President Biden's security clearance. Meanwhile, other events included the discovery of three bodies in a missing Alaska plane and Canadian Prime Minister Justin Trudeau addressing potential threats from Trump regarding Canada's resources. Additionally, astronaut Suni Williams expressed optimism about her extended stay on the International Space Station.

Original title: Trump says he is revoking Biden's security clearance

Summary

In recent developments, President Donald Trump announced he is revoking former Vice President Joe Biden's security clearance and access to daily intelligence briefings. This action mirrors Biden's decision in 2021 when he denied Trump similar access, citing concerns over trustworthiness due to erratic behavior and potential risks following the Capitol riot. Trump justified his move by referencing a Justice Department inquiry into Biden’s handling of classified files, which concluded without charges but noted Biden had a poor memory. Additionally, Trump has revoked security clearances for numerous former intelligence officials who criticized him during the 2020 election, including two ex-CIA directors involved in a letter suggesting reports about Hunter Biden's laptop were a Russian hoax.

Trump's administration continues to revoke security details and protections from several high-profile figures linked to the previous administration. This includes former Defense Secretary Mark Milley, whose conduct is under investigation by new Defense Secretary Pete Hegseth, and Anthony Fauci, Trump’s former chief medical adviser. The president has also ordered a review of military grades for those affected.

In other news, Japan's influence on Trump's longstanding interest in tariffs was highlighted, alongside the impact of recent policy changes on USAID staff and NCAA transgender athlete regulations. A missing Alaska plane with seven confirmed fatalities was discovered by the US Coast Guard, while astronaut Suni Williams expressed optimism about her extended stay in space. Furthermore, Nippon Steel announced it would invest heavily in U.S. Steel following a blocked takeover bid due to national security concerns under Biden's administration.

Original title: British couple named after deaths at French home

Summary

A British couple, Andrew and Dawn Searle, were found dead in their home in south-west France, with local authorities indicating it was likely a homicide. The mayor of Villefranche-de-Rouergue clarified that the deaths were not due to suicide or mutual harm, nor related to a burglary gone wrong, as no weapon was discovered at the scene. Their neighbor reported finding their bodies after they failed to walk their dogs as planned. The couple had been well-integrated into the local community and frequently hosted gatherings. Andrew Searle, who previously worked in financial crime prevention, wore a kilt for his wedding in summer 2023. An extensive investigation involving helicopters, drones, and forensic experts is underway, though no official statement has yet been made by the prosecutor.

In other news from France, a British conman was sentenced to six years in prison after running over French police officers. Meanwhile, provincial France faces challenges due to declining fertility rates. A man received a fine for using a loudspeaker at a station, and Scotland's First Minister ruled out reintroducing carnivorous species like the lynx under his government.

In Scotland, there are ongoing discussions about economic growth concerns and a controversy over a new £1 billion prison project. Additionally, internal disputes have arisen within the Alba party following allegations of gross misconduct against its leader. The public has also been sharing photographs with BBC Scotland News, showcasing various scenes from around the country.

Original title: UK demands access to Apple users' encrypted data

Summary

The UK government has demanded access to encrypted data stored by Apple users worldwide through its cloud service under the Investigatory Powers Act. This demand targets data protected by Apple's Advanced Data Protection (ADP), which encrypts user information so that even Apple cannot view it. While this notice does not imply immediate scrutiny of all user data, authorities would still need a legal basis and specific permission to access any account, similar to current procedures for unencrypted data.

Apple has previously stated its willingness to exit the UK market rather than comply with demands to weaken security by creating "back doors" for government access. Cybersecurity experts warn that such vulnerabilities could be exploited by malicious actors once established. The Investigatory Powers Act applies globally to any tech firm operating in the UK, regardless of their base location.

Privacy advocates and cybersecurity professionals express concern over this demand, arguing it undermines fundamental rights without effectively enhancing security. They suggest criminals would simply shift to other platforms if forced off Apple's services. Meanwhile, Apple emphasizes customer privacy as central to its operations, having contested proposed changes to the Investigatory Powers Act in 2024, which they deemed an "unprecedented overreach."

In related news, despite rolling out AI features, Apple has experienced a dip in iPhone sales and suspended error-prone AI-generated news alerts. Additionally, Apple is resisting calls to end its diversity program, highlighting ongoing challenges in balancing innovation with ethical considerations.

Original title: Gino D'Acampo's ITV shows removed from schedule

Summary

ITV has removed Gino D'Acampo's upcoming shows from its schedule following allegations of inappropriate behavior on set. An ITV spokesperson confirmed that Friday night's episode of "Family Fortunes" was replaced by "Wheel of Fortune," while two episodes of "Secrets of the South" were dropped from ITVBe. ITV News reported accusations against D'Acampo, including aggressive and sexualized language, which allegedly left production staff fearful and uncomfortable. Most accusers, reportedly freelancers, feared reporting these incidents due to potential impacts on future employment. D'Acampo's representatives have denied the claims, stating he was unaware of such issues previously and emphasized his long career working with over 1,500 people across approximately 80 productions. ITV acknowledged that while production companies hold primary responsibility for duty of care, it has strengthened its policies regarding expected standards from these companies in recent years. The broadcaster stated that all raised concerns were inappropriate and unacceptable, noting that action had been taken where issues were reported to them. Meanwhile, other TV news includes updates on potential schedule cutbacks for "Emmerdale" and "Coronation Street," the passing of sitcom actor Brian Murphy at 92, and a successful pitch by Will Little in "Dragon's Den." Additionally, rights for a "Bergerac" reboot have been sold to nine countries, while Karla Sofía Gascón has vowed silence following offensive tweets. An Oscar-nominated director highlighted films' potential role in change through a West Bank feature, and actor Steve Coogan received a reduced driving ban to continue filming "The Trip."

Original title: Stars join the King for Italian-themed dinner

Summary

King Charles and Queen Camilla hosted an Italian-themed dinner at their Highgrove estate in Gloucestershire, featuring notable guests such as David and Victoria Beckham, Dame Helen Mirren, Donatella Versace, and Stanley Tucci. The event served as a culinary warm-up for the royal couple's upcoming state visit to Italy and the Vatican in early April, where they will meet Pope Francis. This trip coincides with their 20th wedding anniversary. The dinner celebrated "slow food," emphasizing fresh local ingredients and traditional cooking methods, aligning with King Charles' appreciation for Italian culture and cuisine.

The menu, crafted by Calabrian chef Francesco Mazzei using British ingredients, included dishes like Scottish crab panzanella and Isle of Wight tomato passata ravioli. The evening was complemented by English sparkling wine and Italian red and white wines. King Charles highlighted the importance of food in defining cultural identity, expressing enthusiasm for the state visit as his 18th to Italy. A toast was made in Italian, celebrating Italy's timeless food culture.

The dinner precedes a series of engagements during their April visit, including meetings with Pope Francis and Italian political leaders. Stanley Tucci, who inspired the menu choices, attended alongside other guests, contributing to the event's cultural significance. The evening also featured cocktails by mixologist Alessandro Palazzi, using herbs from Highgrove gardens. This gathering underscores the royal couple's commitment to fostering international relations through shared culinary experiences.

Original title: Andrew aide asks court to withhold testimony on alleged spy

Summary

A top aide to Prince Andrew, Dominic Hampshire, has requested that his testimony regarding the prince's relationship with an alleged Chinese spy, Yang Tengbo, be withheld from public disclosure. Hampshire played a significant role in developing Yang's connection with the Duke of York, but details about their interactions remain unclear. The court previously rejected Yang's appeal against being banned from the UK after intelligence assessments suggested he might be working for the Chinese state, which Yang denies. Lawyers representing media organizations argue that Hampshire cannot keep his account private due to a lack of "common sense" in understanding its potential public exposure.

Hampshire had initially provided a witness statement supporting Yang, believing it would remain confidential based on assurances from Yang's legal team. Upon realizing at an appeal hearing that the statement could become public, he withdrew it to maintain privacy. Hampshire emphasized his expectation of confidentiality when providing detailed information about sensitive matters involving himself and third parties.

Media representatives argue for releasing Hampshire's account due to strong public interest, criticizing Hampshire's decision not to seek independent legal advice before submitting the witness statement. They contend that Hampshire should not benefit from what they describe as a lack of foresight in handling such a contentious matter. The case also involves Yang's role as a trusted confidante to Prince Andrew following an interview with the BBC, which led to significant repercussions for the prince.

The controversy extends to a $3 billion investment fund scheme called "Eurasia Fund," aimed at raising money for Chinese state projects in Africa and the Middle East. This plan raised concerns about potential influence over Prince Andrew by Beijing, contributing to Yang's ban from the UK. The Special Immigration Appeals Commission (Siac) will later decide on releasing further documents related to this case.

Original title: Swedish school shooting victims were seven women and three men

Summary

In Sweden's worst mass shooting, seven women and three men aged 28 to 68 were killed at an adult education center in Örebro. The victims, all residents of Örebro, have yet to be officially identified; however, details about some individuals emerged through their families and communities. Among the deceased was Salim Isker, a Syrian refugee studying Swedish, and Bassam Al Sheleh, a Bosnian national improving his English. The attack has heightened fears among immigrant communities in Örebro, prompting additional precautions.

The suspected gunman, a 35-year-old local man named Rickard Andersson, committed suicide at the scene. He legally owned four rifles, three of which were found at the school with ten empty magazines. While video footage suggesting anti-immigrant sentiments circulated online, its authenticity remains unverified by authorities.

In response to the tragedy, Sweden's coalition government announced plans to tighten gun laws, including increased vetting for purchases and restrictions on certain types of firearms like semi-automatic rifles. The center-right coalition, supported by the far-right Sweden Democrats party, emphasized that only "the right people" should have access to guns. This incident has sparked a national debate over gun legislation, highlighting Sweden's relatively high levels of legal gun ownership compared to other European countries and its challenges with gang-related gun crime.

Original title: Grenfell Tower to be taken down, government confirms

Summary

The government has confirmed that Grenfell Tower will be dismantled nearly eight years after a fire killed 72 people. The decision follows engineering advice indicating significant damage exacerbated by weather, with experts warning the building's condition will worsen over time despite protective measures. While some local residents and former officials support the demolition for closure, others, including bereaved families and survivors, argue it should remain as a memorial to those lost in the tragedy. A mixed reaction persists; some feel its presence is distressing, while others believe it serves as a sacred site. The government plans a "sensitive" deconstruction process, with materials potentially used for a future memorial if desired by the community. Deputy Prime Minister Angela Rayner emphasized fairness in dismantling all floors to avoid upsetting survivors. A specialist contractor will develop a detailed plan, and consultations continue with affected families and residents. Meanwhile, no charges related to the fire are expected until late 2026. The Grenfell Tower Memorial Commission is consulting on memorial plans, with five design teams shortlisted for submission by late 2026.

NYT World News

Original title: Trump Orders Halt to Aid to South Africa, Claiming Mistreatment of White Landowners

Summary

On February 7, 2025, President Trump ordered a halt to all foreign assistance to South Africa, citing alleged mistreatment of white landowners by the country's government. The administration announced plans to prioritize resettling "Afrikaner refugees" in the United States due to what was described as racial discrimination against these individuals. This decision followed accusations from Mr. Trump on social media that the South African government was involved in significant human rights violations, specifically targeting land confiscation and mistreatment of certain groups. The order marked a notable endorsement by the U.S. of long-standing conspiracy theories regarding the post-apartheid treatment of white South Africans. Previously, in 2018, Mr. Trump had directed his Secretary of State to investigate claims of widespread violence against farmers—a claim that was disputed by official statistics and local agricultural groups. This move has sparked discussions about its implications for U.S.-South Africa relations and raised questions regarding the evidence supporting these allegations. The decision reflects ongoing tensions and differing perspectives on racial and land issues in South Africa, with significant international attention focused on the unfolding situation.

Original title: Europe’s Trump Playbook: Offer Carrots but Warn That You Have a Big Stick

Summary

The European Union has been preparing contingency plans in response to potential U.S. tariffs on European goods and services, following threats from President Trump. These strategies focus on targeting politically sensitive sectors, particularly those in Republican states, with retaliatory tariffs designed to cause significant impact while avoiding a full-scale trade war if possible. The EU is considering new tactics that could affect service providers, including major technology firms based in Silicon Valley. While the primary aim is to negotiate and offer concessions—such as increased European purchases of American gas—to prevent a trade conflict, officials warn that such a war would be detrimental to both sides and advantageous to geopolitical rivals like China and Russia.

Despite these efforts at diplomacy, President Trump has continued to threaten tariffs against Europe, asserting they will face them "definitely" soon. In response, the EU has signaled its readiness to retaliate if necessary. Ursula von der Leyen, president of the European Commission, affirmed during a news conference in Brussels that Europe is prepared to counter any tariff increases from the U.S. administration. This situation underscores the tension between the two economic powers and highlights the EU's strategic planning to mitigate potential economic fallout while striving for diplomatic resolution.

Original title: Trump’s Gaza Plan Complicates Hoped-for Saudi-Israeli Deal

Summary

President Trump highlighted the 2020 Abraham Accords, which established formal ties between Israel and four Arab countries, as a significant foreign policy achievement. He aims to expand these accords by including Saudi Arabia but faces challenges due to his recent proposal regarding Gaza. The plan involves relocating two million Palestinians from Gaza and transforming it into the "Riviera of the Middle East," which has been met with strong opposition from Arab nations, particularly Saudi Arabia. Following Trump's announcement alongside Israeli Prime Minister Benjamin Netanyahu, Saudi Arabia issued a statement reaffirming its precondition for normalizing relations with Israel: the establishment of a Palestinian state. This stance contradicts Trump's assertion that Saudi Arabia had dropped this requirement. The Foreign Ministry emphasized that their demand is "nonnegotiable and not subject to compromises." A senior Saudi royal criticized the proposal as akin to "ethnic cleansing" in Gaza, highlighting the deep-seated resistance among Arab countries to any plan perceived as undermining Palestinian rights. This development underscores the complexities Trump faces in achieving his goal of expanding the Abraham Accords to include Saudi Arabia.

Original title: At a Draft Site in Ukraine, an Anguished Wait for a Chance to Say Goodbye

Summary

Outside a large metal gate in Kyiv, a small crowd gathers under the cover of darkness, their faces marked by stress and burdened with overstuffed plastic bags. They await news about men who may soon be conscripted into military service. Among them is Svitlana Vakar, holding her 2-year-old grandson Maksym, as she mourns her son's sudden recruitment without a chance to say goodbye. The scene reflects the broader situation in Ukraine since Russia’s full-scale invasion began in 2022; initially, many men volunteered for military service, but after three years of continuous conflict, enthusiasm has waned. Now, conscription is more common, with men receiving draft papers and being processed at recruitment centers like this one on the city's edge. Some try to evade detection altogether. This shift underscores the ongoing strain and emotional toll of the prolonged war on Ukrainian families and communities.

Original title: Fighting Intensifies in Sudan, Leaving Hundreds Dead

Summary

In recent days, Sudan has witnessed escalating violence in its internal conflict, now approaching its third year. The war between the Sudanese Army and the paramilitary Rapid Support Forces has resulted in significant casualties, including hundreds of civilians and children, as reported by witnesses, medical workers, and the United Nations. This ongoing conflict has displaced millions and exacerbated famine conditions across parts of the nation. Civilians, like an activist from Kadugli city, express living in a state of panic due to fear and insecurity.

The fighting spans multiple regions, including Khartoum, Darfur, and other states, as both sides vie for territorial control and strategic sites. The conflict is characterized by severe atrocities and ethnically motivated violence, leading to investigations by the International Criminal Court and genocide accusations from the United States. Recently, the army has intensified its efforts to reclaim parts of the capital lost since April 2023 when the war began.

As the situation worsens with increasing civilian casualties and attacks, activists are urging the United Nations to intervene with a peacekeeping mission. The conflict's escalation follows a period of relative calm after the rainy season ended last year. This summary reflects ongoing efforts by journalists like Abdi Latif Dahir from The Times to cover these developments comprehensively.

Original title: USAID Turmoil Threatens Key Aid Supplies to Gaza, Officials Say

Summary

The Trump administration's efforts to downsize the United States Agency for International Development (USAID) have jeopardized crucial aid supplies to Gaza, according to U.S. officials and humanitarian workers. This downsizing threatens the funding of essential resources such as food, tents, and medical treatment for hundreds of thousands of Palestinians in Gaza. The reduction in staff—leaving only 21 out of over 200 officials in the Middle East team—raises concerns about the ability to manage and audit significant outstanding payments to aid partners on the ground. This staffing cutback is expected to slow or halt the delivery of vital supplies, including food packages, tents, mattresses, blankets, hygiene kits, and medical treatment. Although USAID does not operate directly in Gaza, it has provided approximately $1 billion in aid since October 2023, accounting for about a third of the total aid response as per the United Nations. The potential failure to disburse hundreds of millions of dollars could destabilize the fragile cease-fire agreement between Hamas and Israel, which relies on the weekly entry of 4,200 aid and commercial trucks into Gaza. This situation has prompted alarm among officials and aid workers about sustaining operations in the region.

Original title: Trump Envoy Pushes Lebanon’s New Leaders to Isolate Hezbollah

Summary

A Trump administration envoy recently met with Lebanon's new leaders to discuss ensuring Hezbollah does not become part of the government amid ongoing instability. The U.S. deputy envoy emphasized that Washington has set "clear red lines" for isolating the Iran-backed militia, asserting Lebanese leaders' commitment to this goal. However, Lebanon’s newly elected president later suggested some comments reflected personal views rather than official policy. This diplomatic engagement highlights the challenge of balancing Hezbollah's significant political influence in Lebanon, despite its weakened state following a 14-month conflict with Israel. The U.S. aims to leverage Hezbollah's diminished power by pressuring Lebanese officials to reduce its political control, although it remains influential in Parliament. The envoy’s visit marks the first high-level interaction between the U.S. and Lebanon under President Trump, signaling early objectives of the new administration. Concurrently, Lebanon is navigating a crucial phase with the election of a new president and the appointment of a prime minister to form a government, seen as vital for restoring stability after prolonged political deadlock.

Original title: How Much Can 10,000 Mexican Troops Achieve at the Border?

Summary

During his latest presidential campaign, President Trump highlighted his success in compelling Mexico to deploy 28,000 troops to its borders during his first term to avoid tariffs. Recently, he brokered another deal with Mexico for an additional 10,000 National Guard members at the border to curb migrant and drug flows, averting U.S. tariffs once again. While Mr. Trump views this as a victory for the United States, analysts and former diplomats are skeptical about its effectiveness in stopping migrants or drugs like fentanyl. They suggest that President Claudia Sheinbaum of Mexico's agreement may be more aligned with Mr. Trump’s preference for deal-making rather than forming part of a strategic military plan. Arturo Sarukhán, who served as Mexico’s ambassador to Washington during Felipe Calderón’s presidency, criticized the move as "a lot of shock and awe, but very little policy," referencing Calderón's aggressive anti-cartel efforts that led to increased violence in Mexico. The Mexican government seems to be mirroring Mr. Trump’s penchant for high-profile media campaigns with its own public relations strategy. This analysis is reported by Maria Abi-Habibi, an investigative correspondent based in Mexico City, and James Wagner, who covers Latin America from the same location.

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Original title: Pakistan to Force Tens of Thousands of Afghan Refugees Out of the Capital

Summary

Tens of thousands of Afghan refugees in Pakistan's capital region are being ordered to relocate within the country by March 31. This move aims to pressure Western nations, including the United States, into accepting them more swiftly. The Pakistani government has warned that those who cannot secure resettlement will face deportation back to Taliban-ruled Afghanistan, though no specific timeline post-deadline was provided. This directive exacerbates fears among refugees, particularly the 15,000 awaiting U.S. resettlement, following President Trump's executive order suspending all refugee admissions. Many of these Afghans previously collaborated with U.S.-led missions or Western-funded NGOs before the Taliban's resurgence in August 2021; others are their family members. Advocates argue that this suspension betrays wartime allies. The UNHCR and International Organization for Migration have expressed concerns, highlighting potential persecution risks for ethnic and religious minorities, women, journalists, human rights activists, and artists under Taliban rule. They urge Pakistan to consider human rights standards in any relocation efforts.

Original title: Hamas Names 3 Hostages to Be Released in Next Cease-Fire Exchange

Summary

Hamas announced it would release three Israeli hostages—Eli Sharabi, Or Levy, and Ohad Ben-Ami—in an upcoming cease-fire exchange with Israel, as part of a broader agreement that has been in place for nearly three weeks. These men were abducted during the Hamas-led attack on October 7, 2023. The announcement came later than expected, raising concerns about potential delays in the agreement's implementation. Israeli officials confirmed receipt of the names and informed the hostages' families by Friday evening.

The cease-fire has faced several challenges since its inception, with both sides accusing each other of violations. Israel criticized Hamas for not releasing the hostage names on time, while Hamas accused Israel of breaching the agreement by restricting aid deliveries. Despite these tensions, Israeli officials expressed their commitment to upholding the deal.

Under the current phase of the cease-fire, which is set to last 42 days, Hamas has committed to releasing at least 33 hostages in exchange for over 1,500 Palestinian prisoners held by Israel. In previous exchanges, approximately 18 hostages were freed for more than 550 Palestinian prisoners. On Friday night, Palestinian officials were expected to announce the names of dozens of prisoners set for release by Israel, including some serving life sentences for deadly attacks.