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AI Coding: How Far Are We From Fully Autonomous Programming?

2025-08-29

AI Coding: How Far Are We From Fully Autonomous Programming?

While AI coding tools demonstrate impressive capabilities in code completion and error correction, a new study reveals that AI still has a long way to go before becoming a true programmer. The research highlights challenges AI faces in handling large codebases, complex logic, and long-term planning, leading to hallucinations and errors. Improving AI-human collaboration, such as enhancing interfaces and enabling AI to better understand and communicate uncertainty, will be crucial. Ultimately, AI's role in coding will likely focus on boosting efficiency and shifting abstraction levels, rather than completely replacing human programmers.

(spectrum.ieee.org)

Development

Archaeologists Use Lewis & Clark's Laxatives to Find Lost Campsites

2025-09-01

The Lewis and Clark expedition's 600 giant laxative pills, nicknamed "thunder-clappers," contained mercury, a stable compound. Traces of these pills are helping archaeologists pinpoint the expedition's campsites. High mercury levels in soil indicate old latrine pits, and military manuals help reconstruct the camp layouts. This discovery highlights the limitations of early 19th-century medical practices, where "heroic medicine", while sometimes effective, often did more harm than good.

(offbeatoregon.com)

Tech

AWS S3 Vectors: The Rise of Tiered Storage for Vector Databases?

2025-09-08

AWS S3 Vectors: The Rise of Tiered Storage for Vector Databases?

AWS recently launched S3 Vectors, a vector database built on top of its S3 object storage. This has sparked debate about whether it will replace existing vector databases like Milvus, Pinecone, etc. The author, a engineering architect at Milvus, argues that S3 Vectors is not a replacement but a complement, particularly suitable for low-cost, low-query frequency cold data storage scenarios. He analyzes S3 Vectors' technical architecture, highlighting its advantages in cost and scalability, but also its limitations in high query latency, low precision, and limited functionality. The author further elaborates on the evolution of vector databases: from in-memory storage to disk storage, and now to object storage, ultimately leading to a tiered storage architecture (hot, warm, and cold data layers) to balance performance, cost, and scalability. Milvus is also moving in this direction, with the upcoming 3.0 release featuring a vector data lake for unified management of hot and cold data. The emergence of S3 Vectors proves the maturity and growth of the vector database market, rather than disruption.

(zilliz.com)

AI tiered storage

Automattic Cuts Back on Sponsored WordPress Contributions

2025-01-09

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

(automattic.com)

Development

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

2025-01-05

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

(pierrekim.github.io)

Tech Network Security IoT Security

Intel 1974-1981: From Fire to the Rise of the IBM PC

2025-02-23

Intel 1974-1981: From Fire to the Rise of the IBM PC

This article chronicles Intel's pivotal years from 1974 to 1981. The company faced a devastating factory fire but recovered quickly thanks to strong R&D and dedicated teams. Intel expanded internationally, launched iconic processors like the 8080 and 8086, and built a complete ecosystem of support chips. IBM's selection of the 8088 for the PC marked Intel's decisive victory in the microprocessor market, establishing its dominance in the computing industry.

(www.abortretry.fail)

Tech

Bolt3D: Generating 3D Scenes in Under 7 Seconds

2025-03-19

Bolt3D: Generating 3D Scenes in Under 7 Seconds

Bolt3D, a collaborative effort from Google Research, VGG, and Google DeepMind, generates realistic 3D scenes in a mere 6.25 seconds on a single GPU. The model uses a multi-view diffusion model to generate scene appearance and geometry, then regresses splatter images using a Gaussian head. Finally, it combines 3D Gaussians from multiple splatter images to form the complete 3D scene. Supporting one or more input images, Bolt3D generates unobserved scene regions without reprojection or inpainting, showcasing a significant leap in 3D scene generation speed.

(szymanowiczs.github.io)

AI Diffusion Model

Rocky Linux 10 Released: Divergence Widens Among RHEL Alternatives

2025-06-14

Rocky Linux 10 Released: Divergence Widens Among RHEL Alternatives

Rocky Linux 10, "Red Quartz," has reached general availability, adding RISC-V support but dropping older Raspberry Pi models. Compared to AlmaLinux 10 and RHEL 10, released earlier this year, subtle differences emerge in both hardware and software. Most notably, RHEL 10 and Rocky Linux 10 require x86-64-v3 CPUs, while AlmaLinux 10 uniquely supports x86-64-v2. Furthermore, RHEL 10's AI assistant, "Lightspeed," is absent from Rocky Linux 10. While functionally similar, Rocky Linux 10 is subtly diverging from its RHEL alternatives in hardware compatibility, AI features, and commercial support, carving its own niche in the market.

(www.theregister.com)

Development

Revive Your Old Laptop: Switch to Linux and Plasma

2025-06-03

Revive Your Old Laptop: Switch to Linux and Plasma

Tired of Windows ads, spyware, and forced updates? Give Linux with the KDE Plasma desktop a try! Even laptops 10+ years old can run Plasma smoothly. Plasma is secure, stable, and powerful, boasting a modern graphical interface and numerous useful features like multiple desktops, the powerful Dolphin file manager (with integrated FTP/SSH client, cloud integration, etc.), and built-in desktop sharing. Migrating to Linux isn't difficult; official guides and global events are available to help users get started. While the software ecosystem differs, Plasma comes with commonly used software (Firefox, LibreOffice, Okular, etc.) and offers a vast catalog of free and open-source software through the Discover software manager. Say goodbye to Windows frustrations and embrace a more free and secure digital life!

(kde.org)

Development

Google Settles Massive Antitrust Lawsuit: A Pricey Resolution

2025-06-02

After years of battling antitrust lawsuits, Google has settled with multiple shareholders to avoid protracted litigation. Since 2021, Google has faced numerous lawsuits alleging monopolistic practices, culminating in recent high-profile losses against Epic Games and the US Department of Justice. These defeats expose Google to billions in fines and necessitate significant business restructuring. The settlement likely entails opening Google Play, sharing advertising data, licensing its search index, and potentially even divesting the Chrome browser. This costly resolution aims to mitigate further legal battles and address the damage caused by its antitrust woes.

(arstechnica.com)

Tech Settlement

The Obscure Legend of the PC-98: Japan's Forgotten Pixel Art Paradise

2025-05-23

The Obscure Legend of the PC-98: Japan's Forgotten Pixel Art Paradise

This article explores the impact of NEC's PC-98 computer and its unique pixel art style on Japanese gaming culture. Its powerful graphics capabilities fostered a massive range of games, including many adult and bizarre titles created by 'doujin' groups, significantly enriching Japan's gaming landscape. While the PC-98 is now obsolete, its distinctive art style and cultural impact continue to resonate in modern subcultures like Vaporwave music and animation.

(strangecomforts.com)

Game Japanese game history

Programmer Predicts Nvidia Stock Crash

2025-02-03

Programmer Predicts Nvidia Stock Crash

Over a weekend, Jeffrey Emanuel, a programmer, penned a nearly 12,000-word blog post predicting a downturn in Nvidia's stock price. He argues that the rise of Chinese AI company DeepSeek and shifting tides in the AI landscape will negatively impact Nvidia. He shared his analysis across various platforms, garnering unexpected attention.

(www.marketwatch.com)

Tech Stock Prediction

Configuring Azure Entra ID as an IdP in Keycloak: A Detailed Guide

2025-03-17

Configuring Azure Entra ID as an IdP in Keycloak: A Detailed Guide

This article provides a comprehensive guide on configuring Azure Entra ID (formerly Azure Active Directory) as an Identity Provider (IdP) in Keycloak for a Spring Boot WebFlux application. It details the steps involved in both Azure and Keycloak configurations, including application creation, OpenID Connect setup, client secret and redirect URI configuration, and mapping Azure groups to Keycloak roles for user authorization. The author shares crucial tips and workarounds, such as switching the Azure interface to English for clearer terminology and selecting the appropriate IdP type in Keycloak. The guide culminates in a fully functional authentication and authorization flow, with a detailed explanation of including roles in the JWT token for backend access.

(blog.ght1pc9kc.fr)

Development

Amazon's Secret AR Glasses Project: 'Amelia' for Delivery Drivers

2025-09-11

Amazon's Secret AR Glasses Project: 'Amelia' for Delivery Drivers

Amazon is secretly developing augmented reality (AR) glasses codenamed 'Jayhawk,' featuring a full-color display in one eye, microphones, speakers, and a camera. While a consumer version is expected in late 2026 or early 2027, Amazon plans to launch a bulkier, delivery-focused version called 'Amelia' for its drivers as early as next year, with an initial production run of 100,000 units. These glasses will use a small display to provide turn-by-turn navigation and delivery instructions, showcasing AR's potential in logistics. This move positions Amazon alongside Meta and Google in the burgeoning AR glasses market.

(www.theverge.com)

Tech

The Amazing Art Forgeries in Basquiat

2025-04-28

The Amazing Art Forgeries in Basquiat

To accurately portray the artist's works, the production team of the film Basquiat went to great lengths. Julian Schnabel, actor Jeffrey Wright, and a scenic artist collaborated to create Basquiat's forgeries. Schnabel also donated many pieces from his own collection, including real Warhols. Most remarkably, they obtained permission from the Picasso family to create a painted copy of Guernica, which was subsequently destroyed according to the agreement, with video documentation provided to the Picasso estate. This demonstrates the production team's meticulous attention to artistic detail.

(www.vanityfair.com)

Misc Art Forgery Picasso

Nintendo Switch 2's GameChat: Balancing Privacy and Safety

2025-06-06

Nintendo Switch 2's GameChat: Balancing Privacy and Safety

Nintendo Switch 2's new GameChat voice chat feature balances user privacy with enhanced child protection. GameChat is limited to friends only, requiring phone number verification. For minors, parental consent via the Nintendo Parental Controls app is mandatory, allowing parents to approve friend requests and control video chat access. GameChat temporarily records the last three minutes of audio and video for handling reported violations, but users can withdraw consent at any time. While recordings may be used to investigate violations, Nintendo emphasizes this is to maintain a safe and family-friendly online environment.

(arstechnica.com)

Game

AI's Devolution of Higher Education: Is ChatGPT Turning Students into Cyborgs?

2025-05-20

AI's Devolution of Higher Education: Is ChatGPT Turning Students into Cyborgs?

The AI industry's promise to 'disrupt' society is tragically fulfilled in the US education system. Reports from New York Magazine and 404 Media reveal widespread AI cheating: students use ChatGPT for assignments and even college applications, while schools, influenced by pro-AI consultants, encourage AI in classrooms. This leads to a decline in learning and teaching quality, highlighting systemic flaws and potentially catastrophic intellectual degradation. The easy route facilitated by AI is creating a generation increasingly reliant on technology, ultimately undermining genuine learning and critical thinking.

(gizmodo.com)

Tech AI in education

US K-12 Education Satisfaction Plummets to Record Low

2025-09-20

US K-12 Education Satisfaction Plummets to Record Low

A Gallup poll reveals that only 35% of Americans are satisfied with the quality of US K-12 education, a record low. This marks an 8-percentage-point drop from last year, significantly below the average of 45%. A majority believe K-12 schools are headed in the wrong direction, and ratings for preparing students for work and college are also low. While parents are generally more satisfied with their own children's education, overall public confidence in the K-12 system has eroded. This coincides with declining student scores in reading and math, and a lack of reading interest among students, pointing towards a deepening crisis in US education.

(news.gallup.com)

Misc

Agentic Coding Assistants: Impressive Progress, Persistent Challenges

2025-03-26

Generative AI, particularly LLMs, is revolutionizing software development. This memo details the author's experience using AI coding assistants over several months, revealing significant efficiency gains alongside persistent challenges. The AI frequently misdiagnoses problems, uses brute-force fixes, lacks code reusability, and generates redundant code, impacting team workflow and long-term maintainability. The author categorizes these issues into three impact radiuses: time to commit, team flow, and long-term maintainability, and offers mitigation strategies such as careful code review, regular reflection, and establishing code quality monitoring mechanisms. The core message is that despite rapid AI advancements, developer experience and skills remain crucial.

(martinfowler.com)

Development

LunaJoy Hiring Senior QA Manual Tester

2025-03-23

LunaJoy Hiring Senior QA Manual Tester

LunaJoy, a telemental health platform specializing in women's mental health across the lifespan, is hiring a Senior QA Manual Tester. They offer psychotherapy, medication evaluations, nutritional psychiatry, and mind-body interventions, integrating directly with OB offices and health systems. The ideal candidate will possess knowledge of the Software Development Life Cycle (SDLC), test case development, bug tracking tools (like JIRA), and various testing types (functional, regression, usability, etc.). Plus, knowledge of databases and API testing experience is a plus. LunaJoy offers remote work, competitive compensation and benefits, and an inclusive work environment.

(www.workatastartup.com)

Development QA Testing Telehealth

The 100 USB Device Nightmare: Bottlenecks and Engineering Challenges

2025-03-17

The 100 USB Device Nightmare: Bottlenecks and Engineering Challenges

Connecting 100 USB devices isn't trivial! The article highlights the severe congestion caused by USB's hub-like architecture, making it impossible for a single controller to handle the load. The solution requires a custom PCB with up to 100 USB controllers and a high-speed network interface (e.g., 100Gb fiber optics), along with complex drivers and server-side software to manage the massive data flow. A cheaper but less efficient alternative is also suggested: using small computers like Raspberry Pis, with efficient power management and Ethernet connections. In short, this is a monstrously complex engineering project.

(forum.level1techs.com)

Hardware Performance Bottleneck

41,000 Years Ago: How Homo Sapiens Survived a Geomagnetic Reversal

2025-05-10

41,000 Years Ago: How Homo Sapiens Survived a Geomagnetic Reversal

A new study suggests that a cataclysmic geomagnetic reversal 41,000 years ago (the Laschamps excursion), which weakened Earth's magnetic field, exposed our ancestors to harmful solar radiation. Homo sapiens adapted by seeking shelter in caves, creating clothing, and using ochre pigments as sunscreen. Neanderthals, however, seemingly failed to adapt, potentially contributing to their decline. The study proposes a novel hypothesis linking this event to the rise of Homo sapiens and the demise of Neanderthals, though further research is needed to confirm the correlation.

(newatlas.com)

Tech geomagnetic reversal homo sapiens neanderthals

Open-Source Toolkit: Assessing and Mitigating Hallucination Risk in LLMs

2025-09-09

Open-Source Toolkit: Assessing and Mitigating Hallucination Risk in LLMs

Hassana Labs has released an open-source toolkit for assessing and mitigating hallucination risk in large language models (LLMs). Without requiring model retraining, the toolkit leverages the OpenAI Chat Completions API. It creates an ensemble of content-weakened prompts (rolling priors) to calculate an upper bound on hallucination risk using the Expectation-level Decompression Law (EDFL). A decision to answer or refuse is made based on a target service-level agreement (SLA). Supporting both evidence-based and closed-book deployment modes, the toolkit provides comprehensive metrics and an audit trail for building more reliable LLM applications.

(github.com)

AI Hallucination Risk Model Reliability

Plex Security Breach: User Passwords Compromised, Reset Now!

2025-09-09

Plex Security Breach: User Passwords Compromised, Reset Now!

Streaming server Plex experienced a security incident where hackers accessed a database, exposing some user emails, usernames, and hashed passwords. While passwords were encrypted, Plex is requiring all users to reset their passwords and log out of all connected devices as a precaution. The company has patched the vulnerability and implemented further security measures, urging users to enable two-factor authentication.

(nerds.xyz)

Tech

Google Analytics is Dead: Long Live Privacy-Preserving Analytics with IODIASIX

2025-01-18

Facing GDPR compliance issues and growing user privacy concerns, Google Analytics is under fire. Countries in the EU, starting with Austria, have ruled it violates GDPR, issuing hefty fines. This article introduces IODIASIX, a privacy-focused analytics framework designed as a solution. By keeping data within the EU and avoiding the collection of personally identifiable information, IODIASIX offers businesses a compliant and efficient alternative for website analytics, ensuring user privacy.

(www.iodiasix.com)

Tech web analytics

Wikipedia's 2024 Top Viewed Articles: US Elections and Hollywood Dominate

2025-01-21

Wikipedia's 2024 traffic report reveals a year dominated by US election-related figures and events, with half the top ten spots taken by candidates and results. Hollywood also made a strong showing, with Marvel's 'Deadpool & Wolverine' and 'Dune: Part Two' proving highly popular. Netflix true crime docuseries like 'Monsters: The Lyle and Erik Menendez Story' also drove significant traffic. The list further encompasses the Indian general election, sporting events, pop stars Taylor Swift and Sabrina Carpenter, and tech figures like ChatGPT and Elon Musk. This snapshot of 2024 highlights global events and public interest, showcasing Wikipedia's role as a primary source of information.

(en.wikipedia.org)

Misc traffic report 2024 top articles

Portspoof: Open-Source Port Spoofing Tool Thwarts Port Scans

2024-12-25

Portspoof: Open-Source Port Spoofing Tool Thwarts Port Scans

Portspoof is an open-source port spoofing tool designed to enhance OS security. It confuses port scanners by always keeping all 65535 TCP ports open and responding with SYN+ACK to every connection attempt. Furthermore, Portspoof boasts a massive database of dynamic service signatures, mimicking various service banners to further hinder attackers from identifying real services. This significantly increases the time and difficulty for attackers to perform port scans and service identification, effectively improving system security without requiring root privileges.

(github.com)

Development port spoofing

Slow Mac App Launches: Malware Scan or Hash Cache Miss?

2025-05-01

Blogger Jeff Johnson discovered last year that slow Mac app launches are due to malware scanning by the syspolicyd process. However, blogger Howard Oakley disagrees. Johnson uses spindumps to refute Oakley, showing the malware scan occurs during dlopen when loading dynamic libraries. Oakley claims the slow launches are due to SHA-256 hash cache misses for files in the Frameworks folder. Johnson argues Oakley's theory lacks evidence and ignores the fact that universal binaries contain two architectures, making Oakley's hash calculation time estimates inaccurate. The core of this debate lies in different interpretations of system logs and process snapshots, and differing understandings of caching mechanisms.

(lapcatsoftware.com)

Development Mac apps

US Ethanol Policy: An Environmental and Economic Failure?

2025-06-15

US Ethanol Policy: An Environmental and Economic Failure?

A new report sharply criticizes long-standing US policies supporting biofuel production. It argues that corn-based ethanol production has led to economic and social imbalances in rural communities and increased greenhouse gas emissions, contrary to purported climate benefits. The report also finds ethanol policies have displaced food crops, resulted in inefficient land use, and caused water pollution and wildlife habitat destruction. While the biofuels industry and politicians have long claimed ethanol is vital to the rural economy, mounting research suggests the benefits are overstated and the environmental costs far outweigh the gains. New policies could further expand production, exacerbating these issues.

(insideclimatenews.org)

Tech biofuels

WD and Microsoft Launch Massive Hard Drive Recycling Program to Reduce Reliance on China for Rare Earths

2025-04-21

WD and Microsoft Launch Massive Hard Drive Recycling Program to Reduce Reliance on China for Rare Earths

Western Digital, in collaboration with Microsoft and recycling partners CMR and PedalPoint Recycling, has launched a large-scale hard drive recycling program to address growing e-waste and rare earth element shortages. The program utilizes acid-free dissolution recycling (ADR) technology to reclaim Rare Earth Oxides (REO), including dysprosium, neodymium, and praseodymium, along with aluminum, steel, gold, palladium, and copper. The recovered REO boasts 99.5% purity and reduces greenhouse gas emissions by 95% compared to virgin mining. This initiative aims to lessen the US tech industry's dependence on China for rare earths and promote a circular economy. The program has already successfully recycled 47,000 pounds of hard drives, achieving a reclaim rate exceeding 90%.

(www.tomshardware.com)

Tech Hard Drive Recycling Rare Earths

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