Quantum Error Correction: Fewer Resources, More Powerful Quantum Computers

2025-02-27
Quantum Error Correction: Fewer Resources, More Powerful Quantum Computers

Think of quantum error correction like quality control in manufacturing: achieving the same defect detection with fewer checkpoints (e.g., using methods like Ocelot). This allows for smaller, more reliable, and cheaper quantum computers. This accelerates the application of quantum computing to real-world problems, such as faster drug discovery, new materials production, and more accurate financial risk prediction.

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Deno's Future: Not Fading, but Ascending

2025-05-20
Deno's Future: Not Fading, but Ascending

Addressing recent criticism surrounding Deno, Deno Deploy, KV, and Fresh, the Deno team asserts that Deno's momentum is strong, with user numbers doubling. Regarding the reduction in Deno Deploy regions, the team explains this is an optimization for cost and performance, evolving the platform into a full-stack application hosting platform. While Deno KV won't be the central solution for all state management, stronger tools are in development. Fresh 2 is also imminent, bringing significant improvements. The Deno team emphasizes their commitment to building a complete JavaScript platform, focusing on a cohesive system rather than feature parity, and actively participating in improving and growing the JavaScript ecosystem.

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Development

Gemini 2.5 Pro: The New King of Code Generation?

2025-03-31
Gemini 2.5 Pro: The New King of Code Generation?

Google's Gemini 2.5 Pro, launched on March 26th, claims coding, reasoning, and overall superiority. This article focuses on a head-to-head comparison with Claude 3.7 Sonnet, another top coding model. Through four coding challenges, Gemini 2.5 Pro demonstrated significant advantages in accuracy and efficiency, especially with its million-token context window enabling complex task handling. While Claude 3.7 Sonnet performed well, it paled in direct comparison. Gemini 2.5 Pro's free access further enhances its appeal.

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AI

143,000 Chess Players Force World Champion Magnus Carlsen to a Draw

2025-05-21
143,000 Chess Players Force World Champion Magnus Carlsen to a Draw

World chess champion Magnus Carlsen was held to a draw by a team of over 143,000 online players in a record-breaking match on Chess.com. Dubbed "Magnus Carlsen vs. The World," the freestyle match saw players globally vote on each move. Against all odds, and despite Chess.com's prediction of a Carlsen victory, Team World forced a draw by strategically maneuvering Carlsen's king into a threefold repetition, a stunning upset. This historic game highlights the growing power of online collaboration and the rise of casual chess.

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Game

LLMs Hallucinate Nonexistent Software Packages: A Supply Chain Vulnerability

2025-04-29
LLMs Hallucinate Nonexistent Software Packages: A Supply Chain Vulnerability

Researchers have discovered a concerning vulnerability in large language models (LLMs): the hallucination of nonexistent software packages during code generation. This isn't random; specific nonexistent package names are repeatedly generated, creating a repeatable pattern. Attackers could exploit this by publishing malware under these hallucinated names, waiting for developers to access them, thus launching a supply chain attack. Open-source LLMs exhibited a higher rate of this “package hallucination” than commercial models, and Python code showed fewer instances than JavaScript.

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AI

Akamai Exits China's CDN Market

2025-01-08
Akamai Exits China's CDN Market

Akamai announced it will cease offering CDN services in mainland China on June 30, 2026. This isn't due to operational difficulties in China, but rather a strategic shift towards cloud computing and security services, which now account for two-thirds of its revenue. Akamai is recommending its Chinese customers migrate to CDN services offered by Chinese companies like Tencent Cloud and Wangsu Science & Technology, offering support for the transition. This move reflects a shift in Akamai's approach to the Chinese market and highlights the challenges and opportunities faced by global tech companies operating within China.

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German Stellarator Sets New Fusion Record

2025-06-06
German Stellarator Sets New Fusion Record

The Wendelstein 7-X stellarator fusion reactor in Greifswald, Germany, has achieved a new world record for the triple product in long plasma discharges, lasting 43 seconds. The triple product, a key factor in fusion, considers plasma density, ion temperature, and energy confinement time. This achievement utilized a novel pellet injector from Oak Ridge National Laboratory, precisely coordinating heating and fuel injection. While tokamaks still hold the record for short-duration discharges, this milestone demonstrates the stellarator's progress towards power plant applications, surpassing JET in longer discharge times despite a smaller plasma volume. This represents a significant step towards sustainable fusion energy.

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Tech

An AI PhD's Take: LLMs – Useful Tools, or a Crutch?

2025-04-15

A 2024 AI PhD and author of a book on LLMs shares his nuanced perspective on large language models. He doesn't outright reject them, but approaches their capabilities and limitations with caution. He details how he uses LLMs for writing assistance, information retrieval, and technical problem-solving, while candidly acknowledging their shortcomings: errors, lack of deep thinking, and over-reliance on established viewpoints. He argues LLMs are tools, not replacements for thought, requiring critical thinking and careful verification for effective use.

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AI

Legendary Director David Lynch Dies at 78

2025-01-16
Legendary Director David Lynch Dies at 78

Acclaimed filmmaker David Lynch passed away on January 16, 2025, at the age of 78. Known for his surrealist style and exploration of psychological thriller, Lynch's works including Blue Velvet, Mulholland Drive, The Elephant Man, and the TV series Twin Peaks, have profoundly impacted cinema and television. His bold and avant-garde style, filled with symbolism, left an indelible mark on the industry. Lynch's death is a significant loss to the film world, but his legacy will live on through his enduring works.

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Game

Hotline Reborn: A Swift Resurrection for Modern Apple Systems

2025-02-08
Hotline Reborn: A Swift Resurrection for Modern Apple Systems

A project is underway to resurrect the classic 1997 Mac online community software, Hotline, by completely recreating it in Swift and SwiftUI for modern Apple systems (iOS, macOS, etc.). Currently, it's a client-side application for connecting to and interacting with Hotline servers, offering features like IRC-style chat, private messaging, forum-like news, bulletin board posting, and FTP-style file transfers. The goal is a modern, open-source Hotline client, aiming to revive this beloved brand for a new generation.

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Development retro

Safari's text-wrap: pretty: A New Era in Web Typography

2025-04-08
Safari's text-wrap: pretty: A New Era in Web Typography

Safari Technology Preview 216 introduces `text-wrap: pretty`, revolutionizing web text layout. Leveraging paragraph-based algorithms, it tackles longstanding typographic issues like excessively short last lines, uneven ragged edges, and distracting typographic rivers. Unlike traditional line-by-line algorithms, `pretty` evaluates the entire paragraph, optimizing layout for improved readability and aesthetics. While Chrome and other browsers support `pretty`, Safari's implementation is more comprehensive, adjusting the entire paragraph instead of just the last few lines. `text-wrap: balance` focuses on making all lines roughly the same length, ideal for headlines and shorter text. Developers should choose the appropriate `text-wrap` value based on their needs and be mindful of performance implications.

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Development web typography

Terminology 1.14.0 Released: New Translations, Improvements, and Fixes

2025-04-21

Terminology 1.14.0 is out! This release adds Hungarian and Slovak translations, improves translations for multiple languages, and fixes several bugs, including a translucent background on startup and wheel event issues. It also adds the ability to report or set selections via escape codes, and configuration for double-width emoji support. Internal code improvements and a new colorscheme are also included.

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Development software update

Evidence of Harm: Why TikTok Should Be Banned

2025-04-17
Evidence of Harm: Why TikTok Should Be Banned

The US Supreme Court will soon decide whether to block a ban on TikTok. This article argues for the ban, citing overwhelming evidence of harm to minors. Compiled from lawsuits filed by 14 state Attorneys General, internal documents reveal TikTok's knowledge of its algorithm's addictive nature, leading to sleep deprivation, academic decline, and worsening mental health in children. The platform is rife with pornography, violence, and drug-related content, with severe child sexual exploitation and harassment, yet TikTok's response is demonstrably inadequate. The authors urge public awareness of TikTok's harm to children and support for its removal.

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Private Equity's Predatory Grip on Disability Services: A National Crisis

2025-08-29
Private Equity's Predatory Grip on Disability Services: A National Crisis

Private equity firms are aggressively acquiring group homes and other disability services, leading to widespread reports of abuse, neglect, and even death. Driven by profit maximization, these firms often cut costs, compromising the quality of care. While states like Florida have attempted to sanction companies like Sevita, a major player in the field, enforcement is hampered by the firms' multi-state operations and vast resources. Federal and state regulators struggle to keep pace, highlighting a systemic failure to protect vulnerable populations. Some states are enacting stricter regulations on healthcare mergers and acquisitions, but a comprehensive solution remains elusive.

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Airflow: Redefining Video Streaming

2025-01-29

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

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Development video streaming

Go's GC: A Deep Dive and a Custom Arena Allocator

2025-04-21
Go's GC: A Deep Dive and a Custom Arena Allocator

This article delves into the intricacies of Go's garbage collection and leverages that knowledge to build a high-performance arena allocator. By cleverly exploiting Go's GC behavior, the author achieves faster memory allocation than Go's built-in allocator, especially for large-scale allocations. The article details the design principles, implementation, and benchmark results of the custom arena allocator, also analyzing its performance in high-concurrency environments.

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Development Memory Allocation

Cross-Compiling Raylib Lisp Bindings and Games for Windows from Linux

2025-06-30

This article details the process of cross-compiling C code and an SBCL Lisp program for Windows from Linux, using Wine to run a Windows SBCL within a Linux-based Emacs, and loading .dll files into the Lisp image to produce a .exe executable. The author outlines cross-compiling C code using mingw-w64-toolchain, configuring the Raylib library for cross-compilation to generate .dll files, installing and using SBCL within Wine, leveraging vend for dependency management, and finally using sb-ext:save-lisp-and-die to create the Windows executable.

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Development

Cyberpunk 2077: First Switch 2 Game Confirmed to Use DLSS

2025-04-21
Cyberpunk 2077: First Switch 2 Game Confirmed to Use DLSS

Cyberpunk 2077: Ultimate Edition is the first game officially confirmed to utilize Nvidia's DLSS upscaling technology on the Nintendo Switch 2. DLSS, or Deep Learning Super Sampling, uses AI to boost resolution without significant performance loss. The Switch 2 version will offer Quality and Performance modes in both docked and handheld, each with varying frame rates and resolutions. The Switch 2's custom NVIDIA processor and GPU, featuring RT Cores and Tensor Cores, enable DLSS and real-time ray tracing, promising a visually stunning experience.

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Turning the World Upside Down: Christopher Hill and the History from Below

2025-05-23
Turning the World Upside Down: Christopher Hill and the History from Below

This article examines the life and work of Christopher Hill, one of the most prolific and influential historians of the 20th century. Shaped by both the Old and New Left movements, Hill's scholarship, particularly *The World Turned Upside Down*, pioneered 'history from below,' focusing on the agency of ordinary people. His unique interpretations of the English Revolution, unwavering commitment to social equality, and meticulous attention to detail profoundly impacted historical studies. Even amidst debates with revisionist historians, Hill's contributions remain undeniable, inspiring generations to view working people not as mere subjects, but as active agents in shaping history.

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LexisNexis Data Breach Exposes Sensitive Info of Over 364,000 Individuals

2025-05-29
LexisNexis Data Breach Exposes Sensitive Info of Over 364,000 Individuals

LexisNexis Risk Solutions, a data broker, suffered a data breach affecting over 364,000 individuals. A hacker accessed a third-party platform used for software development on December 25, 2024, stealing sensitive data including names, birthdates, addresses, Social Security numbers, and driver's license numbers. The breach highlights ongoing concerns about data security and the lack of stringent regulations on data brokers. This incident follows previous controversies surrounding LexisNexis's data sharing practices and the recent Trump administration decision to scrap regulations restricting the sale of personal information by data brokers.

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NIST-F4: A Clock More Accurate Than the Age of Dinosaurs

2025-04-30
NIST-F4:  A Clock More Accurate Than the Age of Dinosaurs

NIST's new cesium fountain clock, NIST-F4, is one of the world's most accurate timekeepers. If it had been running since the dinosaurs roamed the Earth, it would be off by less than a second today. This breakthrough in atomic clock technology will help calibrate official US time and contribute to the global Coordinated Universal Time (UTC), ensuring accuracy in critical systems like finance, telecommunications, and transportation. The achievement solidifies NIST's leading role in precision timekeeping.

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Trump's Secret $21 Billion Cryptocurrency Reserves

2025-05-31
Trump's Secret $21 Billion Cryptocurrency Reserves

A March executive order from the Trump administration secretly established two national cryptocurrency reserves: a Strategic Bitcoin Reserve and a U.S. Digital Asset Stockpile. Blockchain analytics firm Chainalysis estimates their combined value exceeds $21 billion, primarily from crypto assets seized by the government. This move sparked debate in the crypto industry, with some praising it for boosting crypto's reputation and others expressing concerns about government intervention contradicting crypto's decentralized nature. The US government is improving its processes for managing and securing these reserves, but uncertainty remains about their precise composition and future direction.

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75+ Open Problems in Computational Geometry

2025-05-17

The Open Problems Project website compiles over 75 unsolved problems in computational geometry and related fields. Started in 2001 with 30 initial problems, it's now a comprehensive resource categorized by topics such as convex hulls, graph theory, and Voronoi diagrams. While no longer accepting new submissions, the site encourages updates to existing problems, particularly those solved (fully or partially), fostering collaboration and advancement in the field.

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Development open problems

Business Insider Lets Journalists Use AI for First Drafts, No Disclosure Needed

2025-09-17
Business Insider Lets Journalists Use AI for First Drafts, No Disclosure Needed

Business Insider has become one of the first major news outlets to formally allow journalists to use AI to create first drafts of stories, without requiring disclosure to readers. Internal memos reveal AI can be used as a tool for research and image editing, but journalists are responsible for ensuring the final product is their own work. While AI-generated or unvetted content will be flagged, articles using AI for drafting won't explicitly state so. This move reflects Business Insider's aggressive embrace of AI, despite previous controversies surrounding AI-generated content.

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Microsoft Report: The Rise of the Frontier Firm, Powered by AI

2025-04-25
Microsoft Report: The Rise of the Frontier Firm, Powered by AI

Microsoft's latest report reveals how AI is evolving from a tool to a true assistant, fundamentally transforming how enterprises operate. The report introduces the concept of the 'Frontier Firm,' characterized by hybrid teams of AI agents and humans managing on-demand intelligence needs. It projects that all organizations will be on a journey to become Frontier Firms within the next two to five years. This transformation occurs in three phases: AI as an assistant boosting efficiency; AI agents acting as 'digital colleagues'; and AI agent teams running entire business processes. The report highlights significant productivity gains from AI, addressing capacity gaps, but also emphasizes the need to rethink knowledge-based tasks and find the optimal human-agent ratio. New roles, such as 'agent bosses,' will emerge, and organizational structures will shift from traditional functional models to outcome-driven 'Work Charts.'

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Japan Unveils World's First Solar Super-Panel: Outpowering 20 Nuclear Reactors

2025-04-29
Japan Unveils World's First Solar Super-Panel: Outpowering 20 Nuclear Reactors

Japan is revolutionizing renewable energy with its breakthrough perovskite solar cell (PSC) technology. This new solar panel boasts the power equivalent of 20 nuclear reactors. Lightweight, flexible, and adaptable, PSCs are ideal for space-constrained urban environments. Japan aims to generate 20 gigawatts of electricity from PSCs by 2040, aligning with its 2050 net-zero emissions goal. This technology leverages Japan's iodine production capabilities for an independent supply chain. While durability and cost remain challenges (projected to fall to ¥10/W by 2040), PSCs promise to transform Japan's energy landscape and lead the global renewable energy sector.

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$10/Month Serverless Lakehouse: A DuckLake Implementation

2025-06-01
$10/Month Serverless Lakehouse: A DuckLake Implementation

This article demonstrates building a serverless Lakehouse under $10/month using DuckLake and DuckDB. By cleverly combining Cloudflare R2 storage, Cloudflare Containers for compute, and NeonDB for metadata, a flexible, scalable, and cost-effective Lakehouse architecture is achieved. The article details the deployment process, including dependency installation, image building, secret setup, and query execution, with a link to the complete GitHub repository. This showcases building a flexible Lakehouse for smaller projects or teams without relying on complex and expensive solutions from major cloud providers.

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Development

Gnosis Mystic: Empowering AI to Control Your Python Functions in Real-Time

2025-06-25
Gnosis Mystic: Empowering AI to Control Your Python Functions in Real-Time

Gnosis Mystic is a powerful tool that gives AI assistants direct access and control over your Python functions through runtime hijacking and intelligent analysis. With minimal decorators, Claude can inspect, optimize, and control your code in real-time. It solves the problem of AI assistants being blind to your running code, lacking access to runtime behavior and state, and enables real-time function monitoring, safe experimentation, runtime control, intelligent analysis, and live debugging, significantly boosting development efficiency and code security.

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Development

Open Source: Illusion or Reality?

2025-02-09
Open Source: Illusion or Reality?

This article delves into the complexities surrounding the definition and practice of 'open source'. While the Open Source Initiative (OSI) certification serves as a crucial benchmark, the cultural aspects of open source—transparency and governance—are equally vital. Android, despite its open-source code, exemplifies the blurred lines due to Google's control and commercial strategies. Companies often modify licenses for commercial gain, leveraging the 'open source' brand to circumvent regulations. Similar issues plague open-source AI projects like DeepSeek and Llama, raising questions about their true openness. While expanding the definition to encompass the spirit of open source is debated, the license-based definition remains a clear and practical standard.

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