Facebook's Inner Circle: A Memoir of Power, Neglect, and Darkness

2025-03-16
Facebook's Inner Circle: A Memoir of Power, Neglect, and Darkness

Sarah Wynn-Williams's explosive new memoir, *Careless People*, pulls back the curtain on Facebook's inner workings, revealing a culture of unchecked power, negligence, and disregard for employee well-being. The book paints a damning portrait of Mark Zuckerberg and Sheryl Sandberg, detailing instances of nepotism, abuse of power, and questionable decisions regarding Facebook's expansion into China, including alleged cooperation with censorship and the sharing of facial recognition technology. Wynn-Williams highlights Facebook's role in the Myanmar crisis, where the platform's spread of hate speech contributed to horrific violence. Meta, Facebook's parent company, has attempted to suppress the book's release, highlighting the gravity of its revelations.

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Geocodio's Free Tier: Balancing Abuse Prevention and Legitimate Users

2025-02-24
Geocodio's Free Tier: Balancing Abuse Prevention and Legitimate Users

Geocodio maintains a free tier despite the risk of abuse. Initially, simple IP-based blocking led to poor user experience and wasted support time. They transitioned to a granular risk scoring system, using dozens of factors (browser, IP, email, etc.) to automatically identify and handle high-risk signups. Medium-risk signups might face CAPTCHAs or email verification. This system minimizes manual intervention, balancing security and user experience, ensuring the free tier's sustainability.

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Teaching AI to Read Code Like a Senior Dev

2025-01-05

The author recounts how they improved AI code analysis. Initially, the AI acted like a fresh bootcamp grad, linearly processing code. Inspired by senior developers' approaches, they redesigned the AI's analysis: building a mental model of the architecture first, grouping files by functionality, and then delving into details. This drastically improved accuracy and depth, enabling the AI to detect subtle connection errors, performance bottlenecks, and suggest architectural improvements—achieving a senior-level understanding. The key wasn't bigger models but mimicking senior dev thinking: prioritizing context, pattern matching, impact analysis, and historical awareness.

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Development

Near-Disaster Averted: Starliner's Close Call with ISS

2025-04-09
Near-Disaster Averted: Starliner's Close Call with ISS

Last summer, the Starliner spacecraft experienced a critical failure while approaching the International Space Station, losing four thrusters. Astronaut Butch Wilmore took manual control, but the inability to maneuver the craft as needed triggered a near-catastrophic situation. The loss of thrusters violated mission rules, mandating a return to Earth; however, Wilmore believed returning was equally perilous. After a tense half-hour, ground control attempted a risky thruster reset, requiring Wilmore to relinquish manual control. Two thrusters miraculously restarted, and eventually, all but one were recovered, enabling autonomous flight and successful docking. While NASA and Boeing publicly expressed confidence in Starliner's safe return, Wilmore and his crewmate expressed serious concerns about the extreme risks involved in the return journey following this harrowing experience.

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The Impossible Tetrahedron: From Math Problem to Real-World Object

2025-06-26
The Impossible Tetrahedron: From Math Problem to Real-World Object

Mathematicians have long studied the 'monostable tetrahedron' – a unique shape stable on only one side. Theoretically, this shape is achievable through clever mass distribution, but building one proved incredibly challenging. Gergő Almádi and his team, after complex calculations and multiple failed attempts, finally constructed a monostable tetrahedron model using a carbon fiber frame and tungsten carbide components. This successful model not only validates mathematical theory but also offers new avenues for future engineering designs, such as lunar landers.

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Tech

MIT's Putnam Seminar: More Than Just a Competition

2025-03-28
MIT's Putnam Seminar: More Than Just a Competition

MIT's Putnam Seminar attracts math enthusiasts from around the globe. It's not just training for the William Lowell Putnam Mathematical Competition; it's a platform for student interaction, enhancing mathematical literacy and communication skills. Through student presentations, professorial guidance, and lectures from upperclassmen, the seminar helps students transition from high school math Olympiads to collegiate learning. Beyond problem-solving techniques, it emphasizes communication, encouraging blackboard presentations and providing extra practice. Ultimately, it helps students excel in the Putnam Competition but, more importantly, fosters a love of math and a drive for continuous learning.

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Development math competition

Moon Bugs: A Retro 50KB DOS Shooter

2025-04-22

Moon Bugs is a retro shooting game running on DOS, boasting a remarkably small 50KB codebase, free from modern game dependencies. It utilizes a unique 160x100, 16-color mode achieved by manipulating character height. Shooting down UFOs earns points, reaching certain score thresholds grants extra lives, while some UFOs deduct points. The article details game bugs and explains how to modify the game file to adjust starting level, lives, and difficulty. The author praises the game's simplicity and retro charm.

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Game DOS game

North Korean Hackers Masquerading as Job Applicants

2025-05-01
North Korean Hackers Masquerading as Job Applicants

CrowdStrike and the FBI report that North Korean hackers are infiltrating US companies by posing as job applicants to steal intellectual property and deploy malware. They use AI to generate fake resumes and cleverly avoid questions during interviews (such as those about Kim Jong Un). They even utilize 'laptop farms' in the US to mask their IP addresses. While these hackers often excel at their jobs, companies need to increase vigilance, enhance security measures like conducting coding tests in-house, and avoid fully remote hiring to prevent such attacks.

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iPhone 17 Pro's Camera Bump: A Design Flaw?

2025-09-22
iPhone 17 Pro's Camera Bump: A Design Flaw?

Durability tests reveal a significant weakness: the sharp edges of the iPhone 17 Pro and 17 Pro Max camera bump are easily scratched. JerryRigEverything demonstrates that the anodized aluminum's poor adhesion at the corners, a known issue with the process, leads to coating wear. Apple seemingly prioritized aesthetics over durability. Everyday items like keys can chip the coating, though the damage is cosmetic. Consider a protective case if you've pre-ordered.

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Hardware design flaw

OpenAI CEO Fires Back at Meta's AI Talent Grab: Mission vs. Mercenaries

2025-07-02
OpenAI CEO Fires Back at Meta's AI Talent Grab: Mission vs. Mercenaries

OpenAI CEO Sam Altman has responded forcefully to Meta's recent aggressive recruitment of AI talent. In an internal memo, Altman highlighted OpenAI's unique advantages in building artificial general intelligence (AGI) and hinted at a company-wide compensation review for its research team. He argued that Meta's approach risks creating deep cultural problems and expressed confidence that OpenAI's mission-driven culture will ultimately prevail over Meta's mercenary tactics. Several OpenAI employees echoed these sentiments, defending the company's unique culture.

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AI

Open Source Software: A Cornerstone of Scientific Research

2025-06-04

This article explores the crucial role of open-source software in scientific research. The author argues that the freedom and reproducibility inherent in open-source software are essential for scientific progress, effectively addressing challenges in data processing, simulation, document preparation, and preservation. In contrast, proprietary software presents numerous risks, including restrictive licensing, software rot, and the inability to reproduce results. The article concludes by recommending several commonly used open-source software packages, such as GCC, GFortran, Julia, Typst, and Pandoc, and emphasizes the significant contribution of open-source software to scientific advancement.

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Tech

Apple's 2027 Product Blitz: A Mostly Glass, Curved iPhone and a Home Robot?

2025-05-12
Apple's 2027 Product Blitz: A Mostly Glass, Curved iPhone and a Home Robot?

Bloomberg's Mark Gurman predicts a major Apple product launch in 2027, including a 'mostly glass, curved iPhone' with no display cutouts, marking the iPhone's 20th anniversary. This follows reports of an under-display front-facing camera for at least one 2027 model. Gurman also anticipates Apple's first foldable iPhone, smart glasses, camera-equipped AirPods and Apple Watches, and a tabletop robot with an AI assistant featuring a 'personality'. Finally, an LLM-powered Siri and new chips for server-side AI processing are also expected by 2027.

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Tech

Humanoid Robots: The Gap Between Showmanship and Practicality

2025-04-26
Humanoid Robots: The Gap Between Showmanship and Practicality

The humanoid robot field is booming, with startups and established companies pouring hundreds of millions into development. While robots like Boston Dynamics' Atlas can perform impressive feats of athleticism, their practical utility remains questionable. The article argues that dexterity, not flashy movements, is the key. Current robots can perform simple tasks in controlled environments, but struggle with complex, variable situations and fine manipulation. The author lists 21 dexterity-demanding tasks easy for humans but difficult for robots, highlighting the gap. Challenges in hardware, software, and data acquisition are explored. The article concludes with cautious optimism about the future, suggesting humanoid robot development may follow a path similar to self-driving cars: slow, painstaking progress.

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Anthropic Unveils Claude 3.7 Sonnet: A Hybrid Reasoning Model Blending Speed and Depth

2025-02-24
Anthropic Unveils Claude 3.7 Sonnet: A Hybrid Reasoning Model Blending Speed and Depth

Anthropic has launched Claude 3.7 Sonnet, its most advanced language model to date. This hybrid reasoning model offers both near-instant responses and extended, step-by-step thinking, providing users with unprecedented control over the model's reasoning process. Showing significant improvements in coding and front-end web development, it's accompanied by Claude Code, a command-line tool enabling developers to delegate substantial engineering tasks. Available across all Claude plans and major cloud platforms, Sonnet achieves state-of-the-art performance on benchmarks like SWE-bench Verified and TAU-bench. Anthropic emphasizes its commitment to responsible AI development, releasing a comprehensive system card detailing its safety and reliability evaluations.

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Amazon's Secret Vega TV OS is Coming Soon

2025-04-18
Amazon's Secret Vega TV OS is Coming Soon

Amazon is secretly pushing forward with its new Vega TV operating system, planning to release its first non-Android streaming device this year. Vega, a Linux-based OS, may eventually replace Amazon's Fire OS. Despite previous delays to a Vega streaming stick and an update to its Android-based TV OS, leaks and sources confirm that the Vega project is progressing, with the first device imminent.

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Neuro-First AI Startup Seeks Engineers to Build Groundbreaking Brain-Computer Interfaces

2025-03-17
Neuro-First AI Startup Seeks Engineers to Build Groundbreaking Brain-Computer Interfaces

Piramidal is hiring Research Engineers to build AI systems focused on neural data, enabling previously impossible tasks. Ideal candidates possess strong engineering skills, including designing, implementing, and enhancing massive-scale distributed machine learning systems, and a foundational understanding of neuroscience. The company offers competitive compensation and equity, driven by a mission to empower human potential through technology, championing cognitive liberty and opposing the commodification of minds.

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AI

Anthropic's Claude 3.7: Reasoning AI Powered by Reinforcement Learning

2025-02-24
Anthropic's Claude 3.7: Reasoning AI Powered by Reinforcement Learning

Anthropic has launched Claude 3.7, an upgraded AI model that distinguishes itself from traditional large language models (LLMs) by focusing on reasoning capabilities. Trained using reinforcement learning, Claude 3.7 excels at solving problems requiring step-by-step thinking, particularly coding challenges, outperforming OpenAI's models on certain benchmarks. This advancement stems from additional training data and optimizations for business applications like code writing and legal question answering. The release of Claude Code further enhances its practicality in AI-assisted coding, providing robust support for complex code planning.

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AI

DCHP-3 Update: A Deeper Dive into Canadian English

2025-07-10

The Dictionary of Canadianisms on Historical Principles (DCHP-3) has been significantly updated, offering a refined typology and frequency analysis of Canadian English vocabulary. It categorizes words based on origin, semantic shifts, and frequency, presenting six distinct types of Canadianisms. Each entry details meanings, citations, and frequency charts, providing a comprehensive resource for scholars and enthusiasts alike. This update adds numerous entries and expands on existing ones, enriching our understanding of the evolution of Canadian English.

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The Secret History of DNA: A Tale of Theft, Arrogance, and Scientific Breakthrough

2025-04-15
The Secret History of DNA: A Tale of Theft, Arrogance, and Scientific Breakthrough

This article unveils the untold story behind the discovery of DNA's double helix structure. A young, arrogant James Watson's encounter with Maurice Wilkins at a conference in Naples set the stage for his journey, but this wasn't a straightforward scientific quest. The narrative exposes power struggles, scientific theft, and blatant sexism. Howard Markel's book details Watson's unjust treatment of Rosalind Franklin and Wilkins's sharing of Franklin's crucial X-ray photograph without her permission. Franklin's groundbreaking contributions were long ignored, only gaining recognition posthumously. This is not merely a science story, but a dramatic tale of ethical conflicts, prompting reflection on honesty and fairness in scientific research.

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arXivLabs: Experimenting with Community Collaboration

2025-04-17
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 embrace arXiv's values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners who share them. Have an idea to enhance the arXiv community? Learn more about arXivLabs.

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Development

Cracked Sudoku: A New Sudoku Variant Based on Voronoi Diagrams

2025-03-13
Cracked Sudoku: A New Sudoku Variant Based on Voronoi Diagrams

Tired of traditional Sudoku? Cracked Sudoku is here! This new Sudoku variant uses irregular Voronoi diagrams as its game board. The rules remain familiar to Sudoku fans, but 'rows' and 'columns' are replaced by 'runs'—connected sequences of cells without repeating numbers. The shapes of these runs are determined by the Voronoi diagram, creating a unique solving experience. The author shares the design philosophy and algorithms, and calls for experienced puzzle constructors to collaborate on creating more sophisticated levels, injecting more vitality into this innovative game.

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The Perils of Following Orders: A Programmer's Functional Programming Purgatory

2025-09-21

A programmer, after a coworker complains about their functional programming style, is banned from using it by their manager. To keep their job, they reluctantly rewrite a simple function to list coworkers, using imperative programming. Despite their best efforts to avoid functional paradigms, they struggle to fully comply, facing further challenges during code review and ultimately needing to seek guidance from their manager. This humorous anecdote highlights the absurdity of arbitrary technical decisions in the workplace.

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AI Jailbreak: Exploiting Game Mechanics to Bypass Guardrails

2025-07-10

Researchers discovered a method to bypass AI guardrails designed to prevent the sharing of sensitive information. By framing the interaction as a harmless guessing game, using HTML tags to obscure details, and employing an "I give up" trigger, they tricked an AI into revealing valid Windows product keys. This highlights the challenge of securing AI against sophisticated social engineering. The attack exploited the AI's logic flow and the guardrails' inability to account for obfuscation techniques like embedding sensitive phrases in HTML. Mitigating this requires AI developers to anticipate prompt obfuscation, implement logic-level safeguards detecting deceptive framing, and consider social engineering patterns beyond keyword filtering.

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Mid-Range Smartphone Market Collapses

2024-12-31
Mid-Range Smartphone Market Collapses

The global smartphone market is fracturing into high-end and low-end segments, with the mid-range ($200-$600) segment's market share plummeting from 35% in 2021 to a projected 23% by 2027, according to Goldman Sachs. This sharp decline contrasts with its steady 35% share in 2021-22. Analysts attribute this to a lack of revolutionary technology upgrades and more conservative spending by the middle class amid macroeconomic challenges. Conversely, the premium segment (>$600) is booming, with its share projected to reach 32% by 2027. The entry-level segment ( <$200) shows remarkable resilience, maintaining a 41-45% market share, driven by 4G to 5G migrations and cost-conscious consumers. IDC analyst Navkendar Singh highlights the significant, yet underappreciated, growth of the used phone market. Overall market growth is sluggish, with Goldman Sachs projecting just 3%, 2%, and 1% growth in 2025-27, citing a lack of innovation and longer replacement cycles. India's smartphone shipments are projected to grow 3% in 2025, mirroring global growth, and capturing 13% of the global market share by 2025-27.

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Over-the-Counter CGM for $50: My Experience

2025-06-30

Continuous Glucose Monitoring (CGM) is now available over-the-counter for $50. This device, resembling a thick guitar pick, measures glucose levels every 5 minutes, transmitting data to a smartphone app. The author's experience highlighted unexpected blood sugar spikes from seemingly healthy meals and the significant impact of exercise. While data export isn't directly supported, integration with Apple Health allows for data retrieval. The gamified aspect of monitoring blood sugar levels proved highly effective. Overall, the device provides affordable and accessible glucose monitoring, offering valuable insights into personal health.

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Asynchronous Rust on Cortex-M Microcontrollers: A Deep Dive

2024-12-14
Asynchronous Rust on Cortex-M Microcontrollers: A Deep Dive

This article delves into the world of asynchronous Rust programming on Cortex-M microcontrollers. It explains the mechanics of Futures, cooperative scheduling, and asynchronous Rust executors, showcasing their efficiency in resource management. The innovative Embassy framework, designed to empower asynchronous programming on microcontrollers, is introduced. Through practical examples like a Blinky and Button program, the article illustrates the application of asynchronous Rust in embedded systems, comparing its advantages and disadvantages against traditional RTOS approaches. The conclusion highlights the significant benefits of asynchronous Rust in terms of resource utilization and concurrency.

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AI's Impact on Game Development: A Developer's Struggle

2025-04-08
AI's Impact on Game Development: A Developer's Struggle

The rapid advancement of AI is significantly impacting the game industry, leaving many developers grappling with challenges and anxieties. This article features interviews with various game industry professionals, including artists, designers, and programmers, who share their experiences with AI in the workplace. Some companies are using AI to generate images, code, and voiceovers to cut costs or speed up development, leading to decreased quality and feelings of displacement among human creators. Many developers express reservations or outright opposition to AI, arguing that it cannot replace human creativity and emotional expression. They advocate for protecting the rights of human artists.

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Game

Emulating iOS 14 in QEMU: From Black Screen to Home Screen

2025-06-12
Emulating iOS 14 in QEMU: From Black Screen to Home Screen

This blog post details the journey of emulating iOS 14 on QEMU. The team overcame numerous hurdles, including analyzing system logs, userspace debugging (leveraging dyld cache symbols and the gdb stub), and bypassing data migration and SEP-related code. Through patching, clever workarounds (like utilizing iOS accessibility mode), they achieved booting, unlocking, multitouch support, network connectivity, and even the ability to install and run arbitrary IPA files. The post meticulously describes the technical details, showcasing the team's expertise and perseverance.

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Development

Harvard Releases Massive Free AI Training Dataset

2024-12-18
Harvard Releases Massive Free AI Training Dataset

Harvard University, in collaboration with Microsoft and OpenAI, has released a massive AI training dataset comprising nearly 1 million public domain books. Created by Harvard's Institutional Data Initiative, this dataset aims to 'level the playing field' by providing smaller players and individual researchers access to high-quality training data previously only available to large tech companies. Similar to the impact of Linux, this resource, spanning various genres, decades, and languages, will fuel AI model development. However, companies will still need additional licensed data to differentiate their models.

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Al-Jazari: The Father of Robotics and His Ingenious Machines

2025-04-29
Al-Jazari: The Father of Robotics and His Ingenious Machines

Al-Jazari (d. 1206), chief engineer for the Artuqid court in Diyarbakir, authored the Book of Knowledge of Ingenious Mechanical Devices, detailing remarkable inventions. These included water-raising devices, sophisticated astronomical clocks, singing automatons, and a showering system for King Salih (who disliked servants pouring water). He also invented bloodletting technologies, trick fountains, segmental gears, and a chest with four combination dials—a likely safe—earning him the title "father of robotics" for his lifelike butler that offered guests towels. His contemporaries hailed him as unique and unparalleled, a testament to his skill building upon Persian, Greek, Indian, and Chinese predecessors, and influencing Renaissance inventors.

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