The Subway Game: A 70s NYC Urban Adventure

2025-08-03

In the labyrinthine New York City subway system of the 1970s, a unique game called "The Subway Game" emerged. The game involves two players: a contestant and a monitor. The contestant must navigate from one subway station to a designated one, without asking for directions or leaving the subway system, relying solely on station signage and maps. The article details the challenges of a classic route, highlighting potential errors and obstacles, such as missed transfers and incorrect route choices. It concludes by describing variations of the game and exploring why the NYC subway system is uniquely suited for such an adventure.

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Game 70s

The Rise and Fall of Builder.ai: Separating Fact from Fiction in the AI Startup World

2025-06-12
The Rise and Fall of Builder.ai: Separating Fact from Fiction in the AI Startup World

Recent reports surrounding the AI startup Builder.ai claimed it used 700 engineers to fake an AI system. However, this article reveals a different story. Through interviews with former employees, the author reveals Builder.ai built a code generator leveraging LLMs like Claude, not a 'Mechanical Turk' as initially reported. The company's downfall wasn't due to AI fakery, but rather internal mismanagement, including redundant tool building (Slack, Zoom, etc.) and serious allegations of accounting fraud. This piece corrects previous misinformation, highlighting the dangers of false narratives in tech and the challenges facing startups in rapid growth. It serves as a cautionary tale and a testament to the importance of verifying sources.

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Startup AI startup

Google's uBlock Origin Ban Leaves Users Vulnerable to Malicious Ads

2025-03-19
Google's uBlock Origin Ban Leaves Users Vulnerable to Malicious Ads

Google's recent disabling of the popular ad-blocker uBlock Origin on Chrome has raised serious security concerns. The author recounts a personal story of a relative falling victim to malware after unknowingly disabling uBlock Origin, highlighting the vulnerability of less tech-savvy users. While alternatives exist, they may not be as effective and switching browsers isn't always feasible. The author urges Google to provide a more user-friendly solution instead of leaving users exposed to potentially harmful ads.

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OpenAI's Computing Power Shift: From Microsoft to SoftBank-Backed Stargate

2025-02-21
OpenAI's Computing Power Shift: From Microsoft to SoftBank-Backed Stargate

OpenAI projects a significant shift in its computing power sources within the next five years. By 2030, it anticipates three-quarters of its data center capacity will come from Stargate, a project heavily funded by SoftBank, a recent investor. This marks a departure from its current reliance on Microsoft, its largest shareholder. While OpenAI will continue increasing spending on Microsoft's data centers in the near term, its overall costs are poised for dramatic growth. The company projects a $20 billion cash burn in 2027, significantly exceeding the reported $5 billion in 2024. By 2030, inference costs (running AI models) are expected to surpass training costs.

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Efficiency vs. Horizontal Scalability: A Necessary Trade-off?

2025-02-12
Efficiency vs. Horizontal Scalability: A Necessary Trade-off?

This article explores the tension between software efficiency and horizontal scalability. The author argues that software optimized for scalability often performs poorly in single-machine environments, and vice versa. This stems from Amdahl's Law, coordination overhead, and limitations on shared resources. Efficient algorithms often rely on assumptions about the system and problem that may no longer hold true when scaling horizontally. The author also discusses cultural factors and task types influencing choices, illustrating with examples like the Tigerbeetle database and CPython's GIL. Ultimately, a deep understanding of the problem and environment is key to achieving both high efficiency and scalability.

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Development

Picostrap 5: Blazing-Fast Bootstrap 5 WordPress Starter Theme

2025-05-07
Picostrap 5: Blazing-Fast Bootstrap 5 WordPress Starter Theme

Picostrap 5 is a lightning-fast WordPress starter theme built on Bootstrap 5. It seamlessly integrates SASS with the WordPress Customizer, letting you tweak Bootstrap's styling directly from your WordPress dashboard. A built-in browser-based SASS compiler ensures instant CSS updates. Features include an AI-powered color palette generator, live style guide preview, extensive customization options, and togglable features like disabling Gutenberg and adding a back-to-top button. It's WooCommerce, LiveCanvas, and WindPress friendly, and performance-optimized.

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Development WordPress Theme

AWS VPC: Solving IP Conflicts and Security Issues

2025-06-04
AWS VPC: Solving IP Conflicts and Security Issues

This article tells the story of the birth of Amazon's Virtual Private Cloud (VPC). Early AWS instances shared a single network, leading to IP address conflicts and security vulnerabilities, hindering enterprise migration. To solve this, AWS engineers invented VPC, which uses a mapping service to provide each customer with an isolated private network, addressing IP conflicts and security risks, enabling companies to safely migrate to the AWS cloud platform.

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Development

Scientists 'Write' New Information into the Human Brain Using MRI

2024-12-19
Scientists 'Write' New Information into the Human Brain Using MRI

Researchers from the University of Rochester, Yale University, and Princeton University have developed a novel technique to induce learning by directly manipulating brain activity patterns. Using real-time brain imaging and neurofeedback, this method bypasses traditional learning processes that require effort and practice. Participants in an fMRI machine were presented with 'wobbling' abstract shapes and instructed to stop the movement using only their minds. A pre-defined brain activity pattern associated with a new visual category was linked to cessation of the wobble. This feedback mechanism effectively 'sculpted' the participants' brain activity, leading them to learn new visual categories without conscious awareness. This groundbreaking technology holds immense potential for applications in education, rehabilitation, and mental health treatments.

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HyperPB: A Blazing-Fast Go Protobuf Parser Outperforming UPB

2025-07-24
HyperPB: A Blazing-Fast Go Protobuf Parser Outperforming UPB

This article introduces HyperPB, a remarkably fast Protobuf parser written in Go. Building upon the strengths of UPB (one of the fastest Protobuf runtimes), HyperPB leverages Go's register ABI and lack of undefined behavior for significant optimizations. Employing JIT compilation and online PGO, it surpasses both Protobuf Go's generated code and vtprotobuf in benchmark tests. At its core is a table-driven interpreter, enhanced with clever optimizations like zero-copy techniques, hot/cold data splitting, and arena reuse.

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Development

The Misunderstood Usefulness of `font-size-adjust`

2025-07-26

This article challenges the common misconception surrounding the CSS property `font-size-adjust`. The author argues that `font-size` specifies the size of the box around a glyph, not the glyph itself, leading to inconsistencies across different fonts. Instead of solely focusing on font fallback, `font-size-adjust` can be used to ensure more consistent sizing across various fonts on a page. The author recommends setting it to `ex-height 0.53` in a CSS reset for improved typographic consistency.

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Development

Your Irritability: A Founder's Secret Weapon

2025-05-30
Your Irritability: A Founder's Secret Weapon

The author argues that frustration isn't a flaw, but rather a powerful radar for identifying problems. Numerous examples illustrate how minor annoyances – from bad font choices to buggy apps – are actually opportunities. The author's entrepreneurial journey showcases how these irritations fueled the creation of an AI-powered podcast, a PR software, and an AI research curation platform. The core message: embrace your irritation as a source of inspiration and innovation.

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Startup

Toxic Origins, Toxic Decisions: Bias in CEO Selection

2025-05-30
Toxic Origins, Toxic Decisions: Bias in CEO Selection

New research reveals selection bias in CEO promotion amplifies risk-taking. CEOs born near future Superfund sites (exposed to prenatal pollution) are more likely to be promoted internally, suggesting firms reward apparent success without considering inherent risk tolerance. These 'Superfund CEOs' excel internally but pursue riskier external policies after promotion, leading to greater volatility and weaker performance. The study indicates firms may mistake luck for skill, inadvertently selecting high-variance risk-takers whose traits only become detrimental when decision-making shifts to public, irreversible domains.

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arXivLabs: Community-Driven Experiments on arXiv

2025-08-13
arXivLabs: Community-Driven Experiments on arXiv

arXivLabs is a framework enabling collaborators to develop and share new features directly on the arXiv website. Individuals and organizations involved uphold 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. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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Development

GPT-5: A Deep Dive into Pricing, Model Card, and Key Features

2025-08-08
GPT-5: A Deep Dive into Pricing, Model Card, and Key Features

OpenAI's GPT-5 family has arrived! It's not a revolutionary leap, but it significantly outperforms its predecessors in reliability and usability. In ChatGPT, GPT-5 is a hybrid system intelligently switching between models based on problem difficulty; the API version offers regular, mini, and nano models with four reasoning levels. It boasts a 272,000-token input limit and a 128,000-token output limit, supporting text and image input, but only text output. Pricing is aggressively competitive, significantly undercutting rivals. Furthermore, GPT-5 shows marked improvements in reducing hallucinations, better instruction following, and minimizing sycophancy, employing a novel safety training approach. It excels in writing, coding, and healthcare. However, prompt injection remains an unsolved challenge.

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AI

The Elusive Eel: From Freud's Failed Dissection to the Sargasso Sea

2025-09-03
The Elusive Eel: From Freud's Failed Dissection to the Sargasso Sea

For centuries, the origin of eels remained a mystery, even baffling Sigmund Freud in his attempts to find their reproductive organs. This article recounts the scientific journey of uncovering the eel's life cycle: born in the Sargasso Sea, they undergo four transformations—glass eel, elver, yellow eel, and silver eel—before returning to the Sargasso to spawn and die. Their remarkable journey, a contrast to salmon's upstream migration, highlights the wonders and mysteries of the natural world.

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Automating Bug Bounty Enumeration with n8n and a Discord Bot

2025-08-30
Automating Bug Bounty Enumeration with n8n and a Discord Bot

This article details automating three bug bounty enumeration steps—subdomain enumeration, directory enumeration, and screenshot capture—using the open-source automation platform n8n and a Discord bot. The author sets up an n8n server and a working server, creates an n8n workflow, writes bash scripts, and configures a Discord bot. The entire process is triggered via the Discord bot, with results output to a designated Discord channel, enabling automation and collaboration.

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Development

Neurox: Streamlining AI Workload Monitoring with a Helm Chart

2025-04-29
Neurox: Streamlining AI Workload Monitoring with a Helm Chart

Neurox simplifies monitoring AI workloads on your Kubernetes GPU cluster. Its Helm chart automates installation, provisioning a subdomain, image registry credentials, IdP, and TLS certificates. Purpose-built dashboards and reports combine metrics and live Kubernetes runtime data for admins, developers, researchers, and auditors. Free for up to 64 GPUs (NVIDIA GPUs only), with enterprise licensing available. Prerequisites include a Kubernetes cluster, cert-manager, ingress-nginx, the NVIDIA GPU Operator, and the Kube Prometheus Stack.

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Multilayer Metalens for Multicolor Focusing: A Breakthrough in Miniaturized Optics

2025-09-23
Multilayer Metalens for Multicolor Focusing: A Breakthrough in Miniaturized Optics

Researchers from the Australian National University and Friedrich Schiller University Jena have developed a novel multilayer metalens using metamaterials that can simultaneously focus a range of wavelengths from an unpolarized source, overcoming a key limitation of conventional metalenses. This design boasts a low aspect ratio, making it easy to manufacture and polarization-insensitive. Its potential applications include miniaturized, low-cost, high-performance optical systems for portable devices like phones and drones. Using an inverse design algorithm and shape optimization, the team created metamaterial elements in a surprising array of shapes, enabling arbitrary focusing patterns. While limited to approximately five wavelengths currently, this technology holds immense promise for future portable imaging systems.

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Tech metalens

Google Photos' 10th Anniversary: A Major Redesign with AI-Powered Editing

2025-05-28
Google Photos' 10th Anniversary: A Major Redesign with AI-Powered Editing

Celebrating its 10th anniversary, Google Photos unveils a redesigned photo editor boasting AI-powered features. The update includes an AI Enhance tool, Auto Frame for background improvements, and smart suggestions tailored to specific image areas. A new fullscreen viewer and QR code album sharing are also added. The redesigned editor will roll out to Android devices next month, with iOS following later this year. Google Photos boasts over 1.5 billion monthly users and over 9 trillion stored photos and videos.

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Amazon Cancels 'The Wheel of Time' After Season 3: High Production Costs and Viewership Decline

2025-05-24
Amazon Cancels 'The Wheel of Time' After Season 3: High Production Costs and Viewership Decline

Amazon's Prime Video has canceled 'The Wheel of Time' after three seasons. Despite critical acclaim for season 3 (97% on Rotten Tomatoes), the show's viewership failed to justify its high production costs. While it initially set records as Prime Video's most-watched series premiere, viewership declined over the seasons, ultimately falling short of renewal expectations. This decision reflects the streaming platform's focus on cost-effectiveness in the current economic climate.

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Game tv series

Turso: A 1GB Mystery Solved by an LLN

2025-09-01
Turso: A 1GB Mystery Solved by an LLN

Turso, a Rust rewrite of SQLite, encountered a bizarre issue: databases exceeding 1GB were reported as corrupted by SQLite, despite being perfectly intact. The root cause? SQLite inserts a special page at the 1GB mark, a step missing in Turso. Nikita, a remarkably skilled engineer on the Turso team (suspected to be an LLM or alien!), leveraged his seemingly superhuman knowledge to pinpoint and fix the bug. This highlights the importance of thorough testing and comprehensive documentation, showcasing the potential of LLMs in code understanding and debugging.

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Development

LLMs Fail at Set, Reasoning Models Triumph

2025-02-19
LLMs Fail at Set, Reasoning Models Triumph

An experiment tested the reasoning capabilities of Large Language Models (LLMs) in the card game Set. Set requires identifying sets of three cards from a layout of twelve, based on specific rules regarding shape, color, number, and shading. LLMs like GPT-4o, Sonnet-3.5, and Mistral failed to consistently identify correct sets, often suggesting invalid combinations or claiming no sets existed. However, newer reasoning models, DeepThink-R1 and o3-mini, successfully solved the problem, demonstrating superior logical reasoning abilities. This highlights a limitation of LLMs in complex logical tasks, even while excelling at natural language processing, while specialized reasoning models show a clear advantage.

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Pixel Watch 4: Google's 'Essential Companion' Evolves

2025-08-21
Pixel Watch 4: Google's 'Essential Companion' Evolves

Google's Pixel Watch 4 boasts significant hardware and software upgrades. The new watch features thinner bezels, a brighter display, and improved battery life. It also sports an innovative side-mounted charger and offers replaceable and repairable display and battery. Software-wise, the Pixel Watch 4 integrates Gemini AI for a more powerful voice assistant and a personalized health coach, alongside a Satellite SOS emergency call feature. In essence, the Pixel Watch 4 represents a bold step forward for Google in the smartwatch arena, striving to deliver a durable and feature-rich "essential companion."

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Tech

20k Bounty: Help Achieve Parity Between Rust's rav1d and C's dav1d AV1 Decoders!

2025-05-14
20k Bounty: Help Achieve Parity Between Rust's rav1d and C's dav1d AV1 Decoders!

The rav1d AV1 decoder, written in Rust, is currently about 5% slower than its C-based counterpart, dav1d. To bridge this performance gap, a $20,000 bounty is offered for contributions that bring rav1d to performance parity with dav1d. Improvements can be made to the rav1d codebase, the Rust compiler, or the Rust standard library, but modifications are subject to specific rules (no modifying low-level assembly, no non-Rust code). The bounty will be distributed proportionally based on the performance improvements achieved.

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Development

Zig Compiler Makes Strides: AArch64 Backend and Performance Boosts

2025-07-25

The Zig compiler team made significant progress in 2025. They completed the AArch64 backend, which outperforms the x86 backend, resulting in substantial speed improvements and a smaller compiler executable size. Furthermore, parallelization of the x86_64 backend drastically improved compilation speed, with some test cases showing up to a 50% increase. These improvements mark the Zig compiler's best performance yet.

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Development

Newtonianism for Ladies: Science, Fashion, and a Dash of Controversy

2025-09-21

Algarotti's *Il Newtonianismo per le dame* uses a dialogue between a narrator and a Marchioness to explain Newtonian physics, cleverly blending scientific education with entertainment. Poems dedicated to prominent figures and a lighthearted approach to optics, rather than mechanics, characterize the text. While seemingly promoting female scientific literacy, the portrayal of the Marchioness's understanding sparks debate: some see her as a passive recipient of knowledge, while others highlight the book's depiction of a woman's curiosity about science alongside fashion.

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Quantum Algorithm DQI: A Breakthrough in Optimization?

2025-03-17
Quantum Algorithm DQI: A Breakthrough in Optimization?

Google Quantum AI's team has developed a new quantum algorithm called Decoded Quantum Interferometry (DQI) that outperforms all known classical algorithms in solving a wide class of optimization problems. The algorithm wasn't designed for a specific problem but rather by translating the problem into quantum waves and applying decoding techniques to find the best solution. While lacking sufficient quantum hardware for empirical testing and the possibility of future classical algorithm rivals, DQI's potential advantage in optimization problems and its applications in coding and cryptography have sparked excitement in the quantum computing community. It's considered a significant breakthrough in quantum algorithms.

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Chess Grandmaster Carlsen Beats ChatGPT in 53 Moves

2025-07-27
Chess Grandmaster Carlsen Beats ChatGPT in 53 Moves

World champion Magnus Carlsen defeated ChatGPT in an online chess match in just 53 moves. Carlsen won without losing a single piece, while ChatGPT lost all its pawns. Screenshots shared by Carlsen showed ChatGPT resigning. While ChatGPT complimented Carlsen's opening, patience, tactical awareness, and endgame technique, Carlsen noted ChatGPT's failure to capitalize on its opening advantage. This match sparks further discussion on AI capabilities and the ongoing competition between human intelligence and AI.

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Game

Con Kolivas, Prominent Linux Kernel Dev, Quits: Insights into Desktop Linux's Challenges

2025-02-15

Con Kolivas, a renowned Linux kernel developer and anesthesiologist, recently announced his departure from kernel development. Known for his contributions to improving desktop performance, his patchsets have significantly impacted the Linux kernel. This interview delves into his reasons for leaving, exploring the complexities of the hardware and software market, the hurdles facing Linux on the desktop, and his perspective on the future. His insights offer valuable perspectives for both Linux and Windows users, highlighting the ongoing challenges in the evolution of the desktop Linux experience.

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Development Kernel Development

WebAuthn: The Future of Passwordless Authentication

2024-12-26

This book delves into WebAuthn, a public key cryptography-based authentication system designed to replace vulnerable password systems. Starting with the shortcomings of passwords, it progressively introduces core WebAuthn concepts, including U2F, FIDO2, passkeys, and the WebAuthn API's usage. It details public key signature schemes, RP IDs, the CTAP2 protocol, attestation, and various extensions. Server-side implementation, platform APIs (iOS, Android, Windows), and public key formats are also covered. WebAuthn combines security keys and platform authenticators, utilizing random challenges and multiple security mechanisms to effectively address phishing attacks and database leaks, providing users with a more secure and reliable authentication experience.

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