The Rise and Fall (and Rise?) of Literary Criticism

2025-05-29
The Rise and Fall (and Rise?) of Literary Criticism

This essay explores the current state of literary criticism, tracing its lineage back to Henry James's sharp critiques of authors like Dickens. James believed that good criticism stems from a deep understanding and unique perspective on the work, not from superficial praise. The article points out that today's book reviews often lack depth and critical thinking, which not only harms the literary works themselves but also hinders further literary development. The author calls for a return to the Jamesian critical spirit: to examine works with professionalism and a unique perspective, thereby promoting literary prosperity.

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Misc novel art

IBM Telum II: A Revolutionary Mainframe Processor and its Virtual Cache Strategy

2025-05-19
IBM Telum II: A Revolutionary Mainframe Processor and its Virtual Cache Strategy

IBM's latest mainframe processor, Telum II, boasts eight 5.5GHz cores and a massive 360MB on-chip cache, along with a DPU and AI accelerator. Its most intriguing feature is its innovative virtual L3 and L4 cache strategy. By cleverly using saturation metrics and cache replacement policies, Telum II virtually combines multiple L2 caches into a huge L3 and a cross-chip L4, dramatically boosting single-threaded performance while maintaining incredibly low latency even with up to 32 processors working together. This strategy could potentially inform future client CPU designs, but challenges remain in overcoming cross-chip interconnect bandwidth limitations.

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Hardware Virtual Cache

Apache Iceberg: Revolutionizing Geospatial Data Lakes

2025-04-12
Apache Iceberg: Revolutionizing Geospatial Data Lakes

Apache Iceberg, an open table format, now supports geometry data columns, a game-changer for geospatial data users. Traditional methods struggle with datasets exceeding a million features, but Iceberg, built on Parquet, offers blazing-fast reads and scalability for massive datasets. It provides developer-friendly features like DML operations (insert, update, merge, delete), versioning, and time travel, addressing data lake limitations like unreliable transactions and concurrency issues. Iceberg supports geospatial delete operations, time travel, and upserts, along with schema enforcement, evolution, efficient file listing, and small file compaction. Its merge-on-read capability drastically improves DML performance. Iceberg offers a superior alternative to traditional geospatial data handling, significantly improving performance and reliability.

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Grid Failure in Extreme Heat: Uncontrolled Grid Reactance Due to Increasingly Complex Corona Discharge

2025-04-29
Grid Failure in Extreme Heat: Uncontrolled Grid Reactance Due to Increasingly Complex Corona Discharge

A recent grid failure during extreme heat is attributed to uncontrolled grid reactance caused by corona discharge. High temperatures and low humidity exacerbated corona discharge on high-voltage transmission lines, introducing unexpected reactance that overwhelmed traditional grid stability control systems. The modern grid's rapid response capabilities, enabled by inverter-based energy storage, generation, and transmission, proved counterproductive in this case, amplifying grid imbalances and leading to cascading failures and a complete blackout. As climate change intensifies, such events may become more frequent, demanding improved models and mitigation strategies to ensure grid stability.

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arXivLabs: Experimental Projects with Community Collaboration

2025-04-14
arXivLabs: Experimental Projects with Community Collaboration

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only partners with those who share them. Got an idea for a valuable community project? Learn more about arXivLabs.

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Development

Debian Opens Public Open Source Software Mirror

2025-04-29

The Debian project has announced a public open-source software mirror server. They state that the server's contents are publicly available, contain no sensitive information, and do not require reporting under their responsible disclosure policy. The server offers downloads for Debian versions 10, 11, 12, as well as testing (Trixie) and unstable (Sid) releases. Links to older releases and documentation are also provided.

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Development Mirror Server

Google Wallet Expands Digital ID Capabilities: More States and Countries Added

2025-05-01
Google Wallet Expands Digital ID Capabilities: More States and Countries Added

Google Wallet is rapidly expanding its digital identity features. Residents in several US states can now store government-issued digital IDs in Google Wallet and use them at DMVs in select states. Additionally, Google Wallet supports using ID passes created from US passports for TSA security at supported airports for domestic travel. Future use cases include Amazon account recovery, accessing online health services, and Uber profile verification. Fast, privacy-preserving age verification is implemented using Zero Knowledge Proof (ZKP) technology. Finally, Google Wallet is expanding to 50 more countries.

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Tech

Swift 6.2: Concurrency Refinements and Practical Enhancements

2025-05-09
Swift 6.2: Concurrency Refinements and Practical Enhancements

Swift 6.2 is a massive release, boasting a plethora of additions and improvements, with a significant focus on refining Swift concurrency and adding practical features. The update simplifies the concurrency learning curve; for example, the `-default-isolation MainActor` compiler flag allows developers to default to running code on the main actor, switching to concurrency only when necessary. Other highlights include raw identifiers, default values in string interpolation, `enumerated()` conforming to `Collection`, and significant boosts to Swift Testing with exit tests and attachments. These enhancements promise to make Swift development more efficient and user-friendly.

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Development Language Improvements

SmolLM3: A Tiny, Multilingual, Long-Context Reasoner

2025-07-09
SmolLM3: A Tiny, Multilingual, Long-Context Reasoner

SmolLM3 is a fully open-source 3B parameter multilingual language model that strikes a compelling balance between efficiency and performance. Outperforming Llama-3.2-3B and Qwen2.5-3B on various benchmarks, it even competes with larger 4B parameter models. Supporting 6 languages and boasting a context length of up to 128k tokens, SmolLM3 features a unique dual-mode reasoning capability (think/no_think). Beyond the model itself, the researchers are releasing the complete engineering blueprint, including architecture details, data mixtures, and training methodology—a valuable resource for anyone building or studying models at this scale.

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Tetris Remix: How Devs Keep Reinventing a Classic

2025-01-30
Tetris Remix:  How Devs Keep Reinventing a Classic

From the classic Tetris to its mind-bending variations, developers continuously push the boundaries of this seemingly simple puzzle game. The article explores the battle royale mode of Tetris 99, the multi-angled gravity-bending Schwerkraftprojektiongerät, the weekly madness of Terrible Tetris Tuesday, and the central rotating cube gameplay of Reaktor. These innovative designs retain the core fun of Tetris while adding new challenges and strategic depth, surprising players with unexpected twists in the familiar world of falling blocks.

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Game

Running GPT-2 on the GPU with WebGL Shaders: A Hacker's Journey

2025-05-27

This Hacker News hit details the author's experience implementing GPT-2 using WebGL and shaders on the GPU. The article explores the origins and evolution of general-purpose GPU programming, comparing traditional graphics APIs (like OpenGL) with compute APIs (CUDA and OpenCL). The author cleverly leverages textures and framebuffers as a data bus, using fragment shaders as compute kernels to perform neural network operations like matrix multiplication and GELU activation. While acknowledging limitations in shared memory, texture size, and precision, the article showcases the power and potential of GPU programming and demonstrates innovative use of graphics processing techniques for general-purpose computation. The code is available on Github.

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Development

Cyberpunk Death Games: A Centenarian's Journey

2025-06-03

In a technologically advanced cyberspace, 690-year-old Caroline, Queen of the Death Jockeys, is known for her unique experiences. A death game pits her against Timothy, a young challenger with a poorly designed 'authentic death' experience, highlighting his misunderstanding of true death. She then engages in a violent and erotic death game with Fred, a zombie, before attending an annual reunion of criminals. The narrative interweaves the creation of Prime Intellect (a super AI) and its intervention in human society, culminating in universe-altering events and exploring humanity's role and fate in technological advancement.

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arXivLabs: Experimenting with Community Collaboration

2025-05-23
arXivLabs: Experimenting with Community Collaboration

arXivLabs is a framework enabling collaborators to develop and share new arXiv features directly on the website. Individuals and organizations involved share arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners who adhere to them. Have an idea to improve the arXiv community? Learn more about arXivLabs.

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Development

Anthropic Gives Claude the Power to End Conversations

2025-08-16

Anthropic has empowered its large language model, Claude, with the ability to terminate conversations in cases of persistent harmful or abusive user interactions. This feature, born from exploratory research into AI welfare, aims to mitigate model risks. Testing revealed Claude's strong aversion to harmful tasks, apparent distress when encountering harmful requests, and a tendency to end conversations only after multiple redirection attempts fail. This functionality is reserved for extreme edge cases; the vast majority of users won't be affected.

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Light Pollution Extends Birdsong by 50 Minutes a Day

2025-08-27
Light Pollution Extends Birdsong by 50 Minutes a Day

A new study reveals that light pollution is disrupting birds' biological clocks. Analyzing over 60 million recordings of birdsong, researchers found that in brightly lit areas like cities, birdsong is extended by an average of 50 minutes daily. Birds start singing 18 minutes earlier and stop 32 minutes later compared to those in darker areas. This extended activity could impact rest, foraging, and reproduction, potentially exacerbating global bird population declines. The study highlights the significant and often overlooked impact of light pollution on wildlife.

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The Three Temples of LLM Training: Pretraining, Fine-tuning, and RLHF

2025-06-10
The Three Temples of LLM Training: Pretraining, Fine-tuning, and RLHF

In the hidden mountain sanctuary of Lexiconia, ancient Scribes undergo training in a three-part temple: The Hall of Origins, The Chamber of Instructions, and The Arena of Reinforcement. The Hall of Origins involves pretraining, where Scribes read vast amounts of text to learn language patterns. The Chamber of Instructions is where fine-tuning occurs, using curated texts to guide Scribes towards better outputs. The Arena of Reinforcement utilizes Reinforcement Learning with Human Feedback (RLHF), with human judges ranking Scribe answers, rewarding good ones and punishing bad. Elite Scribes may also be subtly modified via LoRA scrolls and Adapters, tweaking responses without retraining the entire model. This three-winged temple represents the complete process of training large language models.

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British Artist Creates Playful, Weightless Steel Sculpture

2025-06-06
British Artist Creates Playful, Weightless Steel Sculpture

British artist Alex Chinneck unveiled "A week at the knees," a new sculpture at London's Clerkenwell Design Week. Made from 320 meters of repurposed steel and 7,000 bricks, the 5-meter-tall, 12-ton piece is surprisingly only 15 centimeters thick. It playfully anthropomorphizes a Georgian facade, its lower levels appearing to sit with knees bent, creating a whimsical interaction with the surrounding park. The sculpture masterfully blends the weight of the materials with a light and graceful visual effect, creating a unique artistic experience within the historical context of London's squares and gardens.

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Apple Accused of Colluding with Sony Music to Remove Musi App

2025-05-27
Apple Accused of Colluding with Sony Music to Remove Musi App

Musi app developers are accusing Apple of colluding with Sony Music and YouTube to secretly remove their app. Court documents reveal that Apple senior legal director Elizabeth Miles secretly contacted Sony Music executives to seek the removal of the Musi app. Apple tried to block key witnesses from testifying, including in-house counsel Violet Evan-Karimian, responsible for the removal decision, and Arun Singh, who handled the liaison with YouTube. Musi claims Apple's actions constitute a "backchannel scheme," while Apple denies this, stating that the complaint was never closed and YouTube was actively involved. This case raises concerns about Apple's App Store review process and the abuse of power by large tech companies.

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Tech Music App

Multiple Invention: It's Way More Common Than You Think

2025-06-05
Multiple Invention: It's Way More Common Than You Think

A study of 190 major inventions between 1800 and 1970 reveals that multiple invention—where the same invention is independently created by multiple individuals—is surprisingly common. Over half of the inventions examined involved multiple attempts, and nearly 40% had multiple successful or near-successful versions. This suggests that many inventions weren't unique strokes of genius, but rather stemmed from a confluence of readily available technologies, materials, and capabilities, combined with a shared focus on significant problems. This challenges the 'Great Man' theory of invention, suggesting that technological progress is more a product of broad historical forces.

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Legal Battle to Save Historic Haiku Stairs

2024-12-21
Legal Battle to Save Historic Haiku Stairs

The demolition of Oahu's iconic Haiku Stairs is facing legal challenges. Friends of Haiku Stairs filed a lawsuit, arguing the city and state agencies failed to comply with historic preservation regulations, citing a 1999 covenant protecting the stairs' existence. The city counters that proper procedures were followed, and the demolition was necessary due to safety concerns and resident complaints. A judge will soon issue a ruling, leaving the stairs' fate uncertain.

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UK Strikes Defense Deal with Palantir, Unlocking $2B Investment

2025-09-20
UK Strikes Defense Deal with Palantir, Unlocking $2B Investment

The UK government has signed a defense deal with US data analytics firm Palantir, expected to attract £1.5 billion ($2 billion) in investment. Palantir plans to establish its European defense headquarters in the UK, creating up to 350 jobs. The agreement will help the UK military leverage AI for faster decision-making and targeting, and boost the growth of British defense tech companies. Despite controversies surrounding Palantir's work with the CIA and ICE, the UK government views the deal as a way to enhance its innovation leadership within NATO.

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The Limits of Empathy: What Is It Like to Be a Bat?

2025-09-04
The Limits of Empathy: What Is It Like to Be a Bat?

Thomas Nagel's 1974 philosophical paper, "What Is It Like to Be a Bat?", explores the nature of consciousness. He argues that while we can imagine a bat's perspective, we can never truly know "what it is like" to be a bat. The paper challenges reductive materialism, asserting that subjective experience cannot be fully explained by objective physical processes. Nagel's bat analogy has become a classic in consciousness studies, sparking ongoing debates about subjective experience, objective observation, and the mind-body problem.

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Local Social Spending Mitigates the Impact of Economic Hardship on Political Dissatisfaction

2025-02-27

This study investigates the impact of economic hardship on political dissatisfaction in the Netherlands and whether local social spending can mitigate this effect. Using data from the Netherlands Longitudinal Life Course Study, the research finds that economic hardship does increase political dissatisfaction, but higher levels of local social spending significantly reduce this effect, particularly for those experiencing long-term hardship. This may be attributed to feelings of gratitude for received benefits or positive evaluations of government responsiveness. The study also highlights that persistent economic hardship and an accumulation of economic problems exacerbate political dissatisfaction.

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AI Color Palette Generator - Browse, Edit, Visualize and Generate Unique Palettes

2024-03-20

Artificial Intelligence (AI) is revolutionizing the way we design with colors. Using AI algorithms, AIColors.co helps designers create color palettes that evoke desired emotions, enhance user experience, and align with brand identities. The website offers a user-friendly interface where designers can input keywords or images to generate unique color combinations. With a database of millions of colors and various customization options, AIColors.co empowers designers to explore and refine their color choices. Additionally, the website provides resources and tutorials on color theory and AI-driven design, making it a valuable tool for both novice and experienced designers.

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未分类

Real-time Neuroplasticity: Giving Pre-trained LLMs Real-time Learning

2025-04-08
Real-time Neuroplasticity: Giving Pre-trained LLMs Real-time Learning

This experimental technique, called "Neural Graffiti," uses a plug-in called the "Spray Layer" to inject memory traces directly into the final inference stage of pre-trained large language models (LLMs) without fine-tuning or retraining. Mimicking the neuroplasticity of the brain, it subtly alters the model's "thinking" by modifying vector embeddings, influencing its generative token predictions. Through interaction, the model gradually learns and evolves. While not forcing specific word outputs, it biases the model towards associated concepts with repeated interaction. The aim is to give AI models more proactive behavior, focused personality, and enhanced curiosity, ultimately helping them achieve a form of self-awareness at the neuron level.

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AI

Running Fennel from Emacs: A Powerful Extension

2025-07-23
Running Fennel from Emacs: A Powerful Extension

This article introduces `require-fennel.el`, an Emacs extension that enables running Fennel (a Lua dialect) within Emacs. It achieves this by communicating with a Fennel REPL, allowing data conversion and function calls between Emacs Lisp and Fennel. The author demonstrates loading Fennel modules, calling Fennel functions, and using Fennel data structures in Emacs Lisp. Furthermore, the extension supports calling Emacs Lisp functions from Fennel, enabling two-way interaction. This allows developers to leverage Fennel's conciseness and Emacs's power for a more robust Emacs environment.

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Development

Chesterton's Shaw: A Biography Unveiling a Complex Genius

2025-09-14
Chesterton's Shaw: A Biography Unveiling a Complex Genius

G. K. Chesterton's biographical study, "George Bernard Shaw," explores the multifaceted personality and influences of the renowned playwright. The book delves into Shaw's Irish identity, Puritan upbringing, and progressive spirit, highlighting how these shaped his impact on theatre and society. Chesterton challenges common misconceptions about Shaw, presenting him not as a simple enigma, but as a product of complex interwoven forces. This insightful biography sets the stage for a deeper understanding of one of literature's most provocative figures.

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CodeScientist: An AI-Powered Tool for Automated Scientific Discovery – Costs and Risks

2025-04-09
CodeScientist: An AI-Powered Tool for Automated Scientific Discovery – Costs and Risks

CodeScientist is an autonomous agent leveraging LLMs for automated scientific discovery. It generates, debugs, and runs experiments, but costs vary depending on debugging iterations, prompt size, etc., averaging around $4 per experiment. Users must carefully manage API keys and monitor usage to avoid high costs. The generated code might contain API keys; exclusion patterns are recommended to prevent accidental commits.

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Development Cost Management

Atari 8-bit Computer Shrunk to Postage Stamp Size

2025-06-03
Atari 8-bit Computer Shrunk to Postage Stamp Size

Polish engineer Piotr Ostapowicz has created Atarino, a remarkably small recreation of the Atari 8-bit computer. About the size of a postage stamp, it faithfully recreates the classic Atari XL/XE architecture using modern FPGA technology. Packing a 6502C processor, ANTIC and GTIA graphics chips, POKEY sound chip, and memory controllers onto a single chip, Atarino runs significantly faster than the original while maintaining compatibility with original peripherals. This miniature marvel showcases the power of modern technology while celebrating retro gaming.

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Game
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