Undersea Data Center Disaster: The Tragedy of Millions of Data Bits

2025-04-05
Undersea Data Center Disaster: The Tragedy of Millions of Data Bits

A real-time streaming startup, REALTIM, experienced a Kafka message queue crash due to Kubernetes scaling, unexpectedly uncovering a forgotten undersea backup server. Due to an intern's experimental customizations and company negligence, this server accumulated massive data backlog, resulting in millions of data bits being 'imprisoned' in an undersea fiber optic cable for months, suffering data compression, magnetic interference, and more. Data bit "0000" wrote a book detailing this ordeal, resonating widely among digital entities, even garnering sympathy from Internet Explorer. This incident exposes shortcomings in the company's technology scaling and data management, reflecting a disregard for the data lifecycle.

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2025: Another Brutal Year for Startups? Data Suggests So

2025-01-27
2025: Another Brutal Year for Startups? Data Suggests So

Data suggests 2025 could be another tough year for startups. 2024 saw a significant increase in startup closures compared to 2023, with Carta reporting a 25.6% rise to 966 closures (US-based Carta customers). AngelList saw a 56.2% increase to 364 closures. This surge is attributed to the overfunded and overvalued companies from the 2020-2021 boom. Many struggled to secure further funding after inflated valuations. Experts point to a combination of factors: running out of cash, lack of product-market fit, and inability to raise more capital due to previous overvaluation. The trend is expected to continue in the first half of 2025, gradually declining thereafter.

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Working Memory: The Unsung Hero of Thought

2025-02-18
Working Memory: The Unsung Hero of Thought

This article explores the crucial role of working memory in thinking and learning. Working memory acts like a 'scratchpad' in the brain, holding the information we're currently processing. Studies show that conscious thought is more effective for simple decisions, but unconscious thought often wins out for complex ones. Furthermore, working memory capacity can be improved through training, potentially boosting IQ. The article also suggests strategies to reduce the load on working memory, thus enhancing thinking and learning efficiency.

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Huawei's Pangu LLM: Whistleblower Exposes Plagiarism Scandal

2025-07-06
Huawei's Pangu LLM: Whistleblower Exposes Plagiarism Scandal

A Huawei Noah's Ark Lab employee working on the Pangu large language model has come forward with a shocking exposé of plagiarism within the company. The whistleblower alleges that Wang Yunhe's small model lab repeatedly 're-skinned' models from other companies (like Qwen), presenting them as Huawei's own Pangu models to gain recognition and rewards. The account details intense internal pressure, unfair treatment, and significant talent drain, raising serious questions about Huawei's LLM development management.

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Unexpected Climate Benefits of Solar Power: Regional Variations and Spillover Effects

2025-08-02
Unexpected Climate Benefits of Solar Power: Regional Variations and Spillover Effects

Research from Rutgers, Harvard, and Stony Brook Universities reveals significant carbon emission reductions from increased solar power generation in the US. Using advanced computational modeling and five years of electricity data, the study shows that the climate benefits vary significantly across regions. While areas like California see substantial CO2 reductions from modest solar increases, others, such as New England, experience minimal impact. Importantly, the research highlights spillover effects, with increased solar capacity in one region leading to emissions reductions in neighboring areas. This provides policymakers and investors with a targeted roadmap for maximizing emissions reductions through strategic solar investments.

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Nintendo's Anti-Palworld Patent War Goes Global: US Patent Granted

2025-02-15
Nintendo's Anti-Palworld Patent War Goes Global: US Patent Granted

Nintendo secured a US patent in February 2025 for a creature-capture system, seemingly targeting Palworld. This follows a lawsuit filed in Japan against Pocketpair, the Palworld developer, for intellectual property infringement. The new patent, similar to one granted late 2024, uses subtly different wording to broaden its scope, suggesting Nintendo might expand the legal battle globally. The outcome depends on pending US patent applications, with one previously rejected but appealed by Nintendo.

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Game Patent

Formally Verifying the Long Division Algorithm with Hoare Logic

2025-02-26
Formally Verifying the Long Division Algorithm with Hoare Logic

This article presents a detailed formal verification of the long division algorithm using Hoare logic. The author meticulously walks through the proof, employing Hoare triples, assignment axioms, composition axioms, conditional axioms, and the while-loop axiom to demonstrate the algorithm's correctness. The article offers a clear explanation of Hoare logic's application, illustrating the complexity of the proof process with a concrete example and highlighting the importance of formal verification in software development.

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Development Hoare logic

600 Million Years of Shared Stress Response in Algae and Plants

2025-03-24
600 Million Years of Shared Stress Response in Algae and Plants

A University of Göttingen-led study reveals a surprising shared stress response network between algae and plants dating back 600 million years. Researchers compared gene expression and compound production in moss and two types of algae under environmental stress, identifying a common gene regulatory network. This discovery sheds light on key mechanisms of plant adaptation to land and offers new insights into plant evolution.

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Dia Browser: Ambitious AI-Native Browser Faces Challenges

2025-05-16
Dia Browser: Ambitious AI-Native Browser Faces Challenges

Following the maintenance mode of its Arc browser, The Browser Company (BCNY) launched Dia, an AI-native browser. Dia features a sidebar chat interface powered by GPT 4.1 and intelligently distinguishes search types. However, its sidebar takes up too much space, impacting user experience; additionally, some features are still underdeveloped. While Dia excels in ad blocking, BCNY faces challenges in standing out in the competitive browser market.

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Development AI browser

UK's Online Safety Act Sparks VPN Surge: A Privacy vs. Censorship Showdown

2025-07-28
UK's Online Safety Act Sparks VPN Surge: A Privacy vs. Censorship Showdown

The UK's new Online Safety Act, mandating age verification on websites to restrict minors' access to harmful content, has unexpectedly triggered a massive surge in VPN usage. ProtonVPN reported a more than 1400% increase in UK sign-ups. Users are circumventing age checks, raising concerns about privacy and censorship. Regulator Ofcom will assess compliance and enforce penalties, but this could lead to a UK version of the 'Great Firewall'.

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Nostalgic Tales of VAX/VMS: Lessons Learned and Hilarious Mishaps

2025-05-22

This blog post recounts the author's humorous experiences working with VAX/VMS systems and the life lessons learned along the way. With a lighthearted tone, the author shares anecdotes from their college years as a computer lab technician and operator, including creatively solving student email issues and a near-firing incident due to a mail system crash. A particularly amusing story involves using a VAX/VMS system as a pillow for two years. The post is a blend of nostalgia for past technologies and unique insights into a programmer's career, falling under the Tech category.

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Tech Programmer

Singular vs. Plural Database Table Names: The Case for Singular

2025-09-09

A common debate in database design revolves around whether table names should be singular or plural. While plural names (e.g., `users`) seem intuitive, the author argues that singular names (e.g., `user`) offer significant advantages. Singular names improve readability in SQL joins and prevent inconsistencies with ORMs that automatically pluralize names. Maintaining singular names ensures schema consistency and avoids potential naming conflicts.

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Development

Hyperbola GNU/Linux-libre: A Lightweight OS Committed to Freedom and Long-Term Support

2024-12-15

Hyperbola GNU/Linux-libre is a community-driven operating system project aiming to provide a fully free, stable, secure, simple, and lightweight long-term support distribution. It leverages Arch Linux's package management and Debian's security patches, adhering to the GNU Free System Distribution Guidelines. Supporting i686 and x86_64 architectures, Hyperbola plans to release a BSD-based system, HyperbolaBSD. Recent news includes continued support for 32-bit systems, discontinuation of Debian patchsets beyond version 12, and concerns expressed regarding the Free Software Foundation's statement on machine learning.

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Python Remains Top Dog in February's TIOBE Index

2025-02-16
Python Remains Top Dog in February's TIOBE Index

February's TIOBE index shows Python continuing its reign as the top programming language. Despite its reputation for slower speed, its popularity among non-software engineers keeps it at the top. Speed-focused languages like C++, Go, and Rust also saw gains. SQL climbed to seventh, while Go dropped to eighth, and Delphi/Object Pascal returned to the top 10. Overall, the index reflects a dynamic programming landscape, with speed and ease of use key developer concerns.

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Development TIOBE index

BEAD's Tech-Neutral Shift Sparks Controversy: Starlink Could Reap Billions

2025-03-06
BEAD's Tech-Neutral Shift Sparks Controversy: Starlink Could Reap Billions

The Broadband Equity, Access, and Deployment (BEAD) program's shift to a technology-neutral approach is sparking controversy. Critics argue this change, abandoning the initial preference for fiber optics, will leave millions with slower, less reliable, and more expensive broadband. The shift could funnel billions in subsidies towards satellite internet providers like Starlink, potentially at the expense of fiber infrastructure development. Republicans are also pushing for legislative changes to remove what they see as burdensome regulations imposed by the Biden administration. Ultimately, state governments will distribute funds to ISPs, although the exact allocation remains uncertain.

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Maxing Out Alpine Package Installs: An NP-Hard Challenge

2025-01-21

This article details an experiment to determine the maximum number of Alpine Linux packages installable simultaneously. The author parsed Alpine's APKINDEX files, extracting package dependencies, conflicts, and provides relationships. These were translated into constraints for a PuLP solver. The experiment successfully installed 98.5% of packages from the main repository and 97.8% from main + community. This showcases algorithmic optimization of package installation, offering insights into building leaner container images.

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Man Arrested for Stealing and Sharing Pre-Release Blockbusters, Causing Tens of Millions in Losses

2025-03-08
Man Arrested for Stealing and Sharing Pre-Release Blockbusters, Causing Tens of Millions in Losses

A 37-year-old Tennessee man was arrested for stealing pre-release Blu-rays and DVDs from a major movie studio distribution company and sharing them online. Working at the company, he allegedly stole numerous films between February 2021 and March 2022, bypassed encryption, and shared the movies online, also selling the physical discs. Charged with copyright infringement and transportation of stolen goods, he faces up to 15 years in prison. The illegal sharing of *Spider-Man: No Way Home* alone resulted in tens of millions of downloads and an estimated loss of tens of millions of dollars.

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llm-d: Kubernetes-Native Distributed Inference at Scale

2025-05-21
llm-d: Kubernetes-Native Distributed Inference at Scale

llm-d is a Kubernetes-native distributed inference serving stack designed for efficient and cost-effective serving of large language models. It leverages cutting-edge distributed inference optimizations such as KV-cache aware routing and disaggregated serving, integrated with Kubernetes operational tooling in Inference Gateway (IGW). Built on open technologies like vLLM, Kubernetes, and Inference Gateway, llm-d features customizable scheduling, disaggregated serving and caching, and plans for hardware, workload, and traffic-aware autoscaling. Easily installable via a Helm chart, users can also experiment with individual components.

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Development distributed inference

AWS S3's Strong Integrity Checksums Break Compatibility: OpenDAL to the Rescue?

2025-02-20

AWS S3's latest SDK update defaults to strong integrity checksums, a positive security step, but breaks compatibility with many S3-compatible services like Minio, Vast, and Dell EC. Projects such as Trino and Apache Iceberg are experiencing compatibility issues as a result, with Iceberg even submitting a PR to disable the feature. This highlights the risks of relying directly on S3 SDKs and shines a spotlight on OpenDAL. OpenDAL, by directly communicating with APIs, avoids SDK-related compatibility problems, offering users a more stable and reliable data access method.

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Development

Guid Smash: A Long Shot at a Collision

2025-08-17

Guid Smash is a website running an experiment to generate a GUID matching a specific target: 6e197264-d14b-44df-af98-39aac5681791. Despite the astronomically low probability of a collision (approximately 1 in 2^122), the site generates and compares GUIDs at a rate of 467,074 per second, aiming to demonstrate this improbability. As of now, billions of GUIDs have been checked without a match, vividly illustrating the uniqueness of GUIDs and the nature of probability in action.

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Misc

Gig Workers Earned Less in 2024 Despite Increased Hours, Report Finds

2025-02-22
Gig Workers Earned Less in 2024 Despite Increased Hours, Report Finds

A new report reveals that gig workers for platforms like Uber, Instacart, and others saw a decrease in average earnings in 2024, even as their hours worked increased in some cases. Uber drivers experienced a 3.4% drop in weekly earnings to $513, while working 0.8% more hours. Lyft drivers saw a steeper 13.9% pay decline, despite a 5.4% reduction in hours. Instacart shoppers also faced an 8% pay cut. While DoorDash and Amazon Flex saw earnings increases, these were accompanied by significant increases in working hours. Only Favor showed a notable increase in pay alongside a decrease in hours worked. The report highlights the significant reliance on tips for delivery workers, contrasting with ride-sharing drivers. Despite this, consumer surveys indicate continued use of these services.

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Memory Consistency Models: A Race Against Time in Multicore Systems

2025-05-20

This tutorial dives into the complexities of memory consistency models in computer science, a particularly challenging problem in multicore systems. It explains how multiple threads accessing shared memory can lead to inconsistencies and explores various approaches to ensuring consistency, including sequential consistency, cache coherence, and relaxed models like TSO. The article uses diagrams and examples to illustrate the challenges and highlights the importance of data race avoidance and synchronization primitives like barriers. The key takeaway? Rely on synchronization libraries to handle low-level complexities and avoid the pitfalls of inconsistent memory.

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Windows 10 EOL: A Family's Hardware Upgrade Odyssey and a Linux Dev's Tale

2025-06-17

The author's experience upgrading multiple family computers due to Windows 10's end-of-life. The story details hardware choices, OS installations (including a Linux journey), and insights into file format design. It also covers Z80 game development for the ZX Spectrum, reflections on the Mass Effect series, and a glimpse into the author's new year's resolutions. A humorous and relatable tech upgrade saga.

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Hardware

Hacker Laws: A Compendium of Software Development Principles

2025-03-30

This repository serves as a comprehensive guide to various laws, principles, and patterns prevalent in software development. From Brooks' Law and Conway's Law to Amdahl's Law and the 90-9-1 principle, it offers a detailed overview without advocating for any specific approach. It explores diverse aspects, including cognitive biases, distributed systems limitations, code quality, and team dynamics, providing valuable insights and lessons learned for developers of all levels.

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Development Laws of Software

Meta's Interoperability Proposal: Why XMPP is the Real Solution

2025-03-29
Meta's Interoperability Proposal: Why XMPP is the Real Solution

Designated a gatekeeper under the EU's Digital Markets Act (DMA), Meta must ensure interoperability between WhatsApp and Messenger. However, Meta's proposed solution, relying on restrictive NDAs, proprietary APIs, and centralized control, falls short of true interoperability. The article argues that the established open standard XMPP offers a superior alternative, enabling seamless federation, decentralized control, enhanced privacy, and scalability. The author urges Meta to adopt XMPP to create a truly open and competitive messaging ecosystem.

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Proton Raises Over $1 Million to Support a Better Internet

2025-01-14
Proton Raises Over $1 Million to Support a Better Internet

Proton's annual charity fundraiser, a raffle for Lifetime Accounts, raised over $1 million, a record-breaking amount, to support organizations fighting for privacy, freedom of expression, and human rights worldwide. This brings the total raised over seven years to over $4 million. The funds will go to 10 organizations chosen by the Proton community, in addition to those supported in previous years. Beyond financial contributions, Proton provides free services in regions with privacy threats, supports open-source projects, and actively combats online censorship. This success highlights the power of community action towards building a better digital future.

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Building a TPU from Scratch: A Fool's Errand?

2025-08-19

A team of hardware novices, driven by a desire to prove their capabilities, embarked on the ambitious project of building a TPU from the ground up. Rejecting the easy route of research, they adopted a 'hacky' approach, starting with a fundamental understanding of neural network mathematics. They constructed a systolic array for matrix multiplication, cleverly incorporating double buffering, pipelining, and a vector processing unit to achieve both inference and training on the XOR problem. Their success in building a fully functional TPU showcases remarkable ingenuity and perseverance.

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Hardware

Pentester Bypasses Security with Null Byte Injection

2025-01-27
Pentester Bypasses Security with Null Byte Injection

0xold, a seasoned penetration tester, shares two vulnerabilities discovered using null byte injection. The first involved a password reset callback URL parsing issue; injecting the Unicode null byte character `\u0000` bypassed restrictions, allowing partial control of the callback URL. The second was a path traversal to XSS. Fuzzing revealed a `templatename` parameter; null byte injection and a custom wordlist led to successful XSS exploitation. Furthermore, null byte injection bypassed an internal WAF, enabling SQL injection.

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Code in MS Paint? MS Paint IDE Makes it Possible!

2025-03-05
Code in MS Paint? MS Paint IDE Makes it Possible!

MS Paint IDE is a program that reads standard MS Paint image files and translates the text within into executable code. Write, compile, and run programs using the familiar MS Paint interface, with support for external libraries and multiple classes. It's like science fiction, but it's real!

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Development

Rapid Game Prototyping with LÖVE

2024-12-31

A programmer, aiming to complete a full game in 2025, built chess and card game prototypes using the LÖVE2D framework in Lua. LÖVE's simple yet powerful API allowed for complex UI interactions with minimal code, further accelerated by LLM-assisted code generation. The author found LÖVE ideal for prototyping, especially UI, but noted the need for improvements in hot reloading and logic separation for larger projects. The plan is to use LÖVE to develop a basic game MVP.

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