Living with Einstein: The chasm between AI's potential and its application

2025-05-26
Living with Einstein: The chasm between AI's potential and its application

This story follows a person living with Einstein, Hawking, and Tao, initially using their genius for scientific questions. Quickly, their talents are diverted to mundane tasks – emails, cover letters, etc. This allegorical tale highlights the vast gap between the rapid advancement of AI and its actual application. We possess computational power capable of simulating universes, yet we use it for trivial matters. It prompts reflection on AI's purpose: should we elevate our expectations and fully utilize its potential?

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arXivLabs: Community Collaboration on arXiv Features

2025-06-20
arXivLabs: Community Collaboration on arXiv Features

arXivLabs is a new collaborative framework enabling developers to build and share new arXiv features directly on the arXiv 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 enhance the arXiv community? Learn more about arXivLabs!

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Development

TB Tilde: A Disruptive LLVM Alternative?

2025-01-24

Yasser's TB Tilde aims to replace LLVM, boasting superior compile speed and a smaller footprint. Early tests show its preprocessor is twice as fast as Clang's. TB Tilde uses a 'Sea of Nodes' IR, features a simple type system and thread-safe modules, supports JIT and AOT compilation, and even directly outputs linked executables. The project is actively under development, targeting March 2024 for Cuik compiler self-hosting on Windows, with optimizer improvements to follow.

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Development

Write Your Own x86 Operating System: A Practical Guide

2025-03-21

This book is a practical guide to writing your own x86 operating system. It walks you through the process, from setting up your development environment to implementing multitasking, with detailed explanations and code examples at each step. The authors share their experiences and provide links for further reading. Topics covered include memory management, interrupt handling, virtual memory, file systems, and system calls, making it suitable for readers with some systems programming experience.

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Lunar 4G: Nokia's Cell Network for Artemis

2025-02-18
Lunar 4G: Nokia's Cell Network for Artemis

NASA's Artemis program, aiming to establish a permanent lunar presence, necessitates a more advanced communication system than traditional point-to-point radio. Nokia has developed a 4G cellular network for the moon, housed in a radiation-hardened, temperature-resistant 'network in a box'. This compact solution, requiring only an antenna and power source, will enable enhanced communication between the lunar lander and other vehicles during missions like IM-2. However, its functionality will be limited to a few days due to the harsh lunar environment.

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Australia Enacts World's Strictest Social Media Ban for Under-16s

2025-01-31
Australia Enacts World's Strictest Social Media Ban for Under-16s

Australia has implemented one of the world's strictest internet crackdowns, prohibiting children under 16 from using social media or creating new accounts. The law, effective in a year, holds social media companies accountable for verifying users' ages, with penalties reaching nearly $50 million for non-compliance. Facing opposition from tech companies citing free speech concerns and the potential for driving kids to unregulated online spaces, Australia's eSafety Commissioner, Julie Inman Grant, is tasked with enforcement. The approach, drawing global attention, aims to shift responsibility for online child safety from parents to platforms, similar to past automotive safety regulations.

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Millions of Malicious Requests Flood Servers: A Botnet DDoS Attack

2025-04-02

A recent surge in abusive web crawlers has overwhelmed servers with millions of requests. The attack originates from numerous IP addresses, each making a small number of requests with disguised user agents, making detection and blocking difficult. One shared hosting server alone averages over 1.5 million fraudulent requests daily from 290,000 unique IPs. Analysis suggests a botnet of compromised Android set-top boxes is likely responsible, aiming to evade anti-crawler measures. This incident has wasted significant staff time and impacted some legitimate users.

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Mistral Saba: A Lightweight AI Model for the Middle East and South Asia

2025-02-17
Mistral Saba: A Lightweight AI Model for the Middle East and South Asia

Mistral AI has launched Mistral Saba, a 24B parameter AI model trained specifically for languages in the Middle East and South Asia, including Arabic and numerous Indian languages with a particular strength in South Indian languages. This lightweight model runs on a single GPU, is fast, cost-effective, and deployable locally for enhanced security. Mistral Saba demonstrates strong capabilities across various applications, including Arabic conversational support, domain-specific expertise, and culturally relevant content creation, providing businesses with more accurate and culturally appropriate services.

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PhD Thesis Written in Typst: A Triumph and Tribulations

2025-06-22

A PhD student recounts their experience writing their dissertation using the innovative typesetting language Typst. Typst blends the ease of Markdown with the power of Rust scripting, resulting in blazing-fast compilation speeds that allowed for rapid iteration on layout and style. However, Typst's bibliography management proved less than ideal, requiring extra tools and manual adjustments to meet stringent citation formatting demands. The author concludes that Typst is a great choice for those who enjoy programming and customizing tools but that LaTeX remains a safer bet for those who prefer an out-of-the-box solution.

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Development PhD Thesis

The AI Bubble: Déjà Vu or a New Paradigm?

2025-08-25

This article explores whether the current surge in AI investment constitutes a bubble, drawing parallels to historical examples like the Railway Mania and the dot-com bubble. The author highlights common patterns in tech bubbles: technological breakthroughs, capital influx, speculative frenzy, and reality checks. Despite the unprecedented transparency of the current AI bubble, the allure of participation remains strong. The article concludes by examining reasons why AI might defy historical patterns, strategies for profiting from the inevitable correction, and the importance of rational investment and risk management.

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Say Goodbye to ERB: Crafting Email Templates in Pure Ruby with Phlex

2025-03-03
Say Goodbye to ERB: Crafting Email Templates in Pure Ruby with Phlex

Tired of using ERB for email templates in Rails? This article demonstrates how to use Phlex, a Ruby library, to write HTML email templates in pure Ruby, eliminating the hassle and inefficiency of ERB. The author details the steps to migrate from ERB to Phlex, including creating Phlex views and layouts, and using roadie-rails for inline styles, ultimately achieving the elegant goal of a zero-ERB Rails application. The article also includes complete code examples and test cases to help readers get started quickly.

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Development Email Templates

faynoSync: Automated Client Application Update API Server

2025-06-17
faynoSync: Automated Client Application Update API Server

faynoSync is a Go-based API server for automatically updating client applications. Upload your app to S3, set the version number, and clients check for updates. If a newer version exists, the server returns an update link, prompting a client alert. It supports background and on-demand updates, with full documentation, a frontend dashboard, and example client applications. Deployment involves setting environment variables, simplified with Docker, and extensive unit tests ensure functionality.

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FCC Re-examines CALM Act Amid Surge in Loud TV Commercial Complaints

2025-02-28
FCC Re-examines CALM Act Amid Surge in Loud TV Commercial Complaints

Thousands of complaints about excessively loud TV commercials have flooded the Federal Communications Commission (FCC) in recent years. Despite regulations under the Commercial Advertisement Loudness Mitigation (CALM) Act, complaints surged in 2024. The FCC received approximately 750 complaints in 2022, 825 in 2023, and at least 1,700 in 2024. The CALM Act aims to ensure commercials have the same average volume as programs, but some advertisers may be circumventing the spirit of the law by initially boosting volume before quieting down. In response, the FCC is seeking public comment on the effectiveness of the CALM Act and potential future actions.

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Beware! The Latest Wave of Fake Literary Agencies

2025-01-09
Beware! The Latest Wave of Fake Literary Agencies

Writer Beware® exposes a new crop of fraudulent literary agencies employing sophisticated websites and deceptive tactics to scam writers. The detailed investigation reveals the methods used by several fake agencies, such as The Elite Scout Society and ImplicitPress Literary Agency, highlighting how they fabricate credentials and solicit upfront fees. The article emphasizes the importance of verifying an agency's legitimacy before engaging with them to avoid falling victim to these scams.

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Boeing 777 Model Crafted from Manila Folders

2024-12-27
Boeing 777 Model Crafted from Manila Folders

Luca Iaconi-Stewart spent years painstakingly creating a 1:60 scale model of a Boeing 777-300ER airliner, using only manila folders. The project, born from a high school architecture class, showcases his mastery of paper's versatility. From initial simple designs to an incredibly detailed final product, he utilized Adobe Illustrator to design intricate parts, then meticulously cut, assembled, and glued them together. This stunning creation involved extensive research, design, printing, and assembly, demonstrating incredible craftsmanship and attention to detail.

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US ADHD Rates Skyrocket: New Health Secretary Launches 100-Day Investigation

2025-03-01
US ADHD Rates Skyrocket: New Health Secretary Launches 100-Day Investigation

America's new health secretary, Robert F. Kennedy Jr., is deeply concerned about the soaring rate of attention-deficit hyperactivity disorder (ADHD) among American children. One in nine children aged 3-17 has been diagnosed with ADHD, two to three times the rate seen in other Western countries. On his first day in office, President Trump tasked Kennedy with leading a special commission to investigate the reasons behind this alarming trend and other chronic conditions affecting American children within the next 100 days.

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Dennis Ritchie's Primeval C Compiler: A Blast from the Past

2025-03-24
Dennis Ritchie's Primeval C Compiler: A Blast from the Past

This post shares the source code of the earliest known versions of the C compiler, written by the late legend Dennis Ritchie. These are not compilable with modern C compilers like GCC, but represent the spark that ignited a soon-to-be trillion-dollar industry. Links to Aiju's PDP-11/Unix emulator (for attempting compilation) and the Research Unix repository are provided for those wishing to delve into the history of computing.

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Development

OpenAI Whistleblower's Death Questioned, Second Autopsy Ordered

2024-12-27
OpenAI Whistleblower's Death Questioned, Second Autopsy Ordered

The death of former OpenAI researcher Suchir Balaji, found dead in his San Francisco apartment, has been ruled a suicide. However, Balaji's parents are contesting this conclusion, commissioning a second independent autopsy. Balaji had recently become a whistleblower, publicly accusing OpenAI of using copyrighted material to train ChatGPT. His parents claim he showed no signs of suicidal tendencies and was optimistic about the future, planning to establish a non-profit focused on machine learning. The case has sparked public speculation and calls for a thorough investigation.

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GATE: An Integrated Assessment Model of AI's Economic Impact

2025-03-30
GATE: An Integrated Assessment Model of AI's Economic Impact

Epoch AI presents GATE, an integrated assessment model exploring AI's economic impact. The model centers on an automation feedback loop: investment fuels computational power, leading to more capable AI systems automating tasks, boosting output, and further fueling AI development. An interactive playground lets users tweak parameters and observe model behavior under various scenarios. Predictions aren't Epoch AI's forecasts but conditional, based on assumptions, primarily useful for analyzing the qualitative dynamics of AI automation.

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AI

200 Investor Rejections: A Startup's Funding Nightmare

2025-01-22

A startup pitched nearly 200 investors during its pre-seed and seed rounds, only to be met with rejection after rejection. Reasons ranged from market timing and team expertise to product design and funding size, encompassing nearly every potential pitfall in the startup fundraising process. This article details the brutal reality of startup funding, highlighting the various perceived risks from an investor's perspective, offering valuable lessons for aspiring entrepreneurs.

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Revolutionizing Similarity Measurement: Tversky Neural Networks

2025-08-17
Revolutionizing Similarity Measurement: Tversky Neural Networks

This paper introduces a novel neural network architecture based on Tversky similarity, challenging the prevalent use of dot product or cosine similarity in deep learning. It elegantly transforms the traditionally discrete set operations of the Tversky model into differentiable functions, enabling training within the deep learning framework. Experiments demonstrate significant performance improvements in image recognition and language modeling, alongside enhanced interpretability, allowing for intuitive explanations of model decisions. The core innovation lies in a differentiable Tversky similarity function that considers both common and distinctive features, aligning better with human perception of similarity.

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Are Americans' Perceptions of the Economy and Crime Broken?

2025-01-26
Are Americans' Perceptions of the Economy and Crime Broken?

Americans' views on the economy and crime are increasingly partisan, creating a disconnect between perception and reality. Despite positive economic indicators, many believe the economy is failing; similarly, despite a decades-long decline in crime, most believe it's rising. This is especially pronounced in the 2024 election cycle. The article introduces the Real-Time Crime Index, a project aiming for a more accurate, near real-time picture of crime trends by aggregating data from hundreds of police agencies. While acknowledging data imperfections, the index reveals declines in murders and violent crime, contradicting public perception. The author argues that media plays a crucial role in shaping public opinion and should strive for more objective, transparent reporting to mitigate partisan biases.

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US Fighter Jets Depicted on Russian School Wall Spark Controversy

2024-12-14
US Fighter Jets Depicted on Russian School Wall Spark Controversy

A new school in the Russian border town of Pechenga sparked controversy after images of F-16 fighter jets were painted on its walls. The images were quickly removed and replaced with Russian Su-57 jets. The school explained that the original drawings were of Su-27s, but the ambiguity led to the change. The incident, near the border with NATO members Norway and Finland, highlights regional tensions. A similar incident occurred at a naval base in Gadzhievo, where a US Los Angeles-class submarine was painted on a building before being replaced by a Russian submarine.

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Netflix: The Rise of a Streaming Giant and the Decline of Cinema

2024-12-28
Netflix: The Rise of a Streaming Giant and the Decline of Cinema

Starting as a DVD rental service, Netflix disrupted Blockbuster, conquered the television industry with its streaming platform, and ultimately extended its influence to cinema. Its unique subscription model freed it from traditional film profitability norms, leading to a flood of low-quality content. While initially supporting independent films, Netflix shifted towards scale and low-cost production, resulting in a decline in overall film quality and sparking a profound reflection on the balance between art and commerce in the film industry.

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TypeScript Enums: Use Cases and Alternatives

2025-01-20

This blog post takes a closer look at TypeScript enums: How do they work? What are their use cases? What are the alternatives if we don’t want to use them? The post concludes with recommendations for when to use which approach. It covers enum basics, use cases (e.g., namespace for constants with primitive values, custom type with unique values, namespace for constants with object values), alternatives (e.g., object literals, union of string literal types), and how to perform exhaustiveness checks and enumerate members.

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Development Enums

Stop Teaching Kids Finance with PowerPoint!

2025-02-22
Stop Teaching Kids Finance with PowerPoint!

This essay critiques the US education system's approach to financial literacy, arguing that simply lecturing students on financial concepts is ineffective. The author contends that real-world challenges like impulse control and peer pressure are ignored. Instead of complex formulas, the essay advocates for practical experience, such as starting small businesses, to teach valuable financial lessons. Only by combining theory with hands-on experience can true financial literacy be achieved.

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Denmark's HPV Vaccination Program Nearly Eradicates Two Major Cancer-Causing Strains

2025-09-17
Denmark's HPV Vaccination Program Nearly Eradicates Two Major Cancer-Causing Strains

Research published in Eurosurveillance shows that Denmark has virtually eliminated infections with the two most prevalent cancer-causing strains of human papillomavirus (HPV) since the vaccine's introduction in 2008. Analysis of cervical cell samples from Danish women aged 22-30 (2017-2024) revealed that HPV16/18 infection rates in vaccinated women plummeted from 15-17% to less than 1%. This demonstrates not only individual protection but also herd immunity, reducing overall HPV16/18 circulation. However, roughly one-third of screened women still had infections with high-risk HPV types not covered by the initial vaccine. This is expected to decrease as women vaccinated with the newer nine-valent vaccine reach screening age, potentially prompting a review of cervical cancer screening guidelines.

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Your TV Is Spying on You: The Rise of Streaming Ads and the Privacy Trade-off

2025-03-28
Your TV Is Spying on You: The Rise of Streaming Ads and the Privacy Trade-off

Streaming platforms are increasingly relying on ads for revenue, even monitoring user viewing habits for personalized ad targeting. The article uses Roku as a case study, detailing its transformation from a hardware company into an advertising powerhouse, acquiring ad-tech companies to gather user data for precise ad placement. This trend isn't unique to Roku; many TV manufacturers and tech giants employ similar tactics, utilizing Automatic Content Recognition (ACR) to monitor what users watch and leverage this data for analytics and targeted advertising. While personalized ads can enhance user experience, significant privacy concerns arise. The article concludes by suggesting that opting for older, non-smart TVs and avoiding connection to smart devices is the best way to evade ads and data collection.

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Advent of Code on the Nintendo DS: A Rust Programming Challenge on an Embedded System

2024-12-16

The author tackled Advent of Code 2024 using Rust on a Nintendo DS. This detailed account chronicles the journey, from setting up a cross-compilation environment and writing Rust code for a runtime-less embedded system to overcoming challenges in memory management, interrupts, and screen output. The author successfully displays the Advent of Code solution on the DS screen. The article showcases strong programming skills and deep understanding of embedded systems, highlighting the techniques and enjoyment of programming in resource-constrained environments.

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Development Nintendo DS

LeetArxiv: Reimplementing a 1931 Integer Factorization Algorithm

2025-03-30
LeetArxiv: Reimplementing a 1931 Integer Factorization Algorithm

LeetArxiv recreates a 1931 integer factorization algorithm by Lehmer and Powers, based on continued fractions. The article meticulously explains the algorithm, including computing the continued fraction expansion of a square root and using the resulting coefficients (P and A) for factorization. A step-by-step example demonstrates the algorithm's details, successfully factoring 13290059. This algorithm, historically significant, was the first to achieve sub-exponential factoring time.

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