MrBeast's Feastables Under Fire for Children's Advertising Practices

2025-09-23
MrBeast's Feastables Under Fire for Children's Advertising Practices

YouTube star MrBeast and his chocolate brand, Feastables, are facing scrutiny from the Children's Advertising Review Unit (CARU) for violating the Children's Online Privacy Protection Act (COPPA) and CARU's advertising guidelines. CARU found MrBeast's YouTube channel lacked clear advertising identifiers, Feastables' ads made misleading claims, sweepstakes promotions failed to clearly disclose free entry methods and age restrictions, and verifiable parental consent wasn't obtained before collecting children's data. The Feastables website also had issues with collecting children's information without parental consent. While the MrBeast team has taken steps to rectify the issues, they disagree with some of CARU's conclusions.

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iOS Zero-Day: Denial-of-Service via Darwin Notifications

2025-04-27

A security researcher discovered a critical iOS vulnerability allowing malicious apps to execute denial-of-service attacks, even causing system reboots, by sending Darwin notifications. Exploiting a lack of sender verification in the Darwin notification mechanism, the researcher created an app, "VeryEvilNotify," triggering a "Restore in Progress" loop, forcing restarts. Apple patched this in iOS 18.3 by introducing restricted entitlements for sensitive notifications.

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Development denial-of-service

Diving Deep into the BEAM: Elixir's Foundation

2025-05-12
Diving Deep into the BEAM: Elixir's Foundation

This is the first chapter in the "Elixir, 7 Steps to Start Your Journey" series, delving into the foundation of Elixir's power and reliability: the Erlang Virtual Machine (BEAM). The post explores Erlang's history, design goals, and its crucial role in Elixir. Created in the mid-1980s, Erlang, initially for telecommunications, is now a general-purpose language known for distributed, fault-tolerant, massively concurrent, and soft real-time systems. The BEAM manages Erlang code execution, concurrent processes, and achieves fault tolerance through asynchronous message passing. Elixir, running on the BEAM, inherits these strengths while adding cleaner syntax and a robust library. A simple code example showcases Erlang and Elixir interaction. The next chapter promises a deep dive into Erlang processes and concurrency.

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Development

Google Maps Doesn't Know How Street Addresses Work (Anymore?)

2025-04-25
Google Maps Doesn't Know How Street Addresses Work (Anymore?)

A former Google employee discovered multiple significant address errors in Google Maps, with several addresses plotted miles away from their actual locations. These weren't simple typos; they suggest a systemic issue, causing real-world problems like job applicants missing auditions. The author explores potential causes, including database errors and a lack of address validation, noting Google Maps' feedback mechanism isn't always effective. The article calls for Google to fix these errors and shares the author's experience finding and reporting them.

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Earthly Lunar: Taming the Chaos of Engineering at Scale

2025-04-23
Earthly Lunar: Taming the Chaos of Engineering at Scale

Earthly discovered that the biggest challenge for large engineering teams isn't CI/CD speed, but the chaos caused by the diversity of tech stacks resulting from microservices and containerization. Teams have wildly different setups, leading to platform teams constantly firefighting, app teams reinventing the wheel, security teams lacking visibility, and leadership struggling to maintain quality and standards. Earthly's solution is Lunar, a platform that monitors the entire SDLC (Software Development Lifecycle), not just CI/CD, to address this. Lunar collects and analyzes metadata about how code is built, tested, scanned, and deployed, enforcing standards based on custom policies to improve engineering quality and compliance without sacrificing developer velocity.

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Development

China's Clean Energy Growth Causes First Ever CO2 Emission Drop

2025-05-16
China's Clean Energy Growth Causes First Ever CO2 Emission Drop

New analysis reveals China's CO2 emissions fell 1.6% year-on-year in Q1 2025 and 1% over the past 12 months. This is attributed to growth in wind, solar, and nuclear power exceeding electricity demand growth, leading to reduced coal-fired power generation. Despite this, emissions remain slightly below the peak, and any short-term fluctuations could cause emissions to rise again. The future trajectory depends heavily on China's clean energy targets in its next five-year plan and its economic response to US trade policy.

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Killing in Combat: Context Matters More Than the Act Itself

2025-04-18
Killing in Combat: Context Matters More Than the Act Itself

A large-scale study of Norwegian soldiers challenges the common belief that killing inevitably harms a soldier's mental health. Researchers compared two groups: soldiers deployed to Afghanistan on combat missions and those serving as peacekeepers in Lebanon. The study found that peacekeepers who had killed someone exhibited higher rates of PTSD, depression, anxiety, and alcohol use, and lower quality of life, compared to those who hadn't. However, no such difference was found among the combat soldiers. The study concludes that the context surrounding killing, rather than the act itself, significantly impacts mental wellbeing. The difference likely stems from the distinct mission objectives and rules of engagement between combat and peacekeeping operations. The findings highlight the need for context-specific psychological support and training for soldiers to minimize potential psychological harm.

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Elliptic Curve Cryptography: The Math Behind Your Digital Security

2025-04-20
Elliptic Curve Cryptography: The Math Behind Your Digital Security

Ever stumbled upon the term 'elliptic curve' and felt lost? It's a powerful mathematical tool underpinning much of modern cryptography. Elliptic Curve Cryptography (ECC) leverages the unique properties of elliptic curves to create secure encryption. ECC's security relies on the Elliptic Curve Discrete Logarithm Problem (ECDLP), which is computationally hard to solve. Even with the result and one point, finding the other is incredibly difficult. Compared to traditional methods like RSA, ECC offers greater efficiency, providing the same security with smaller key sizes, crucial for resource-constrained devices. This efficiency is why elliptic curves are vital in protocols like TLS, and cryptocurrencies like Bitcoin and Ethereum, silently safeguarding your digital world.

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Foam: Open-Source PKM Built on VS Code & GitHub

2025-06-05
Foam: Open-Source PKM Built on VS Code & GitHub

Foam is a free, open-source personal knowledge management (PKM) and sharing system inspired by Roam Research, built on Visual Studio Code and GitHub. It lets you organize research, keep rediscoverable notes, write long-form content, and optionally publish it to the web. Features include bidirectional linking, graph visualization, templating, tagging, and more, helping you build a personal knowledge base with easy navigation and management tools. While still under rapid development, its powerful features and open nature make it a compelling PKM choice.

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Development

The Angel and the Devil on My Shoulders: A Programmer's Dilemma

2025-04-27

A programmer recounts their internal struggle between the angel advocating for coding for fun and the devil urging pursuit of wealth and success. From childhood fascination with computer games to a college degree, their coding journey has always involved learning and exploration. However, influenced by the 'hustle' culture, they're often tempted by the allure of startups, torn between passion and profit. Ultimately, they realize the key is balancing both, avoiding burnout, and discerning when to heed the devil's advice for sustainable growth.

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Development

AI's Exponential Growth: Is AGI Near?

2025-04-22
AI's Exponential Growth: Is AGI Near?

Research from METR shows AI capabilities are growing exponentially, with recent models mastering software engineering tasks in months that previously took hours or days. This fuels speculation about the imminent arrival of AGI (Artificial General Intelligence). However, author Peter Wildeford points out METR's study focuses on specific software engineering tasks, neglecting the complexities of real-world problems and human learning. While AI excels in niche areas, it still struggles with many everyday tasks. He builds a model incorporating METR's data and uncertainties, predicting AGI could arrive in Q1 2030, but with significant uncertainty.

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Red Hat Launches Free RHEL for Business Developers

2025-07-10
Red Hat Launches Free RHEL for Business Developers

Red Hat has released Red Hat Enterprise Linux for Business Developers, a free enterprise-grade Linux distribution designed to give developers fast, easy access to the same OS used in production environments for business development and testing. Developers get direct, self-serve access, bypassing IT approval, with up to 25 instance deployments. This aims to reduce friction between development and operations teams and address growing software supply chain security threats. It includes signed and curated developer content such as programming languages, open source tools, and databases, as well as Red Hat's container development tool, Podman Desktop.

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Development

Zurich University's Secret AI Experiment on r/changemyview Sparks Outrage

2025-04-27

A four-month-long, undisclosed AI experiment conducted by the University of Zurich on the popular subreddit r/changemyview has sparked controversy. Researchers used dozens of AI-generated accounts to post comments designed to influence users' opinions, violating the subreddit's rules. The experiment employed fabricated personal anecdotes to bolster arguments, leading to accusations of manipulation. While the researchers claim the study holds significant social importance, moderators argue the non-consensual psychological manipulation is unacceptable. The incident highlights the ethical concerns surrounding AI and the importance of informed consent.

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ClickHouse Raises $350M Series C to Fuel AI-Native Applications

2025-05-29
ClickHouse Raises $350M Series C to Fuel AI-Native Applications

Real-time analytics database ClickHouse announced a $350 million Series C funding round, bringing its total funding to over $650 million. This investment will fuel product development, global expansion, and partnerships supporting the next wave of AI-native applications. ClickHouse's high-performance, columnar storage engine enables interactive analytical queries on massive datasets with minimal latency, powering AI/ML applications, real-time analytics, cloud data warehousing, and observability workloads. Boasting over 300% year-over-year growth and serving 2,000+ customers including Anthropic, Tesla, and Mercado Libre, ClickHouse addresses the challenge of building real-time data platforms for the AI era, positioning itself as the default engine for next-generation intelligent data products.

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Tech

Model Context Protocol: A Web 2.0 Revival?

2025-05-23
Model Context Protocol: A Web 2.0 Revival?

Anthropic's Model Context Protocol (MCP) allows large language models (LLMs) to interact with various applications. OpenAI's adoption in ChatGPT spurred widespread use, even extending to Windows. While MCP's specification is somewhat vague, its openness and rapid adoption have sparked renewed interest in the spirit of Web 2.0. True Web 2.0 wasn't about closed platforms like Facebook, but rather about open APIs and collaborative development seen in sites like Flickr and Delicious. MCP's rise could inspire developers to prioritize openness, making platforms more programmable and less controlled by a few giants. However, challenges remain, including security risks.

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Tech

Efficient E-Matching: A New Weapon for Optimizing Compilers

2025-04-20

Modern theorem provers and optimizing compilers rely on a clever technique: E-matching. It matches not only syntax but, more importantly, semantics, achieving equivalence reasoning through E-graphs and congruence closure. This article delves into the principles of E-matching, particularly how to efficiently find matching patterns in E-graphs using discrimination trees and congruence closure, avoiding the inefficiency of traditional recursive traversal. The author also introduces its application in the Zob compiler, compiling patterns into virtual machine instructions for efficient pattern matching, significantly improving optimization efficiency.

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India's Demographic Dividend: An AI-Driven Doomsday Scenario?

2025-03-28
India's Demographic Dividend: An AI-Driven Doomsday Scenario?

India's economic aspirations have long rested on its demographic dividend – a young, burgeoning workforce. However, a new Bernstein analysis paints a concerning picture. Rapid AI advancements threaten to undermine this advantage, potentially creating a 'doomsday scenario'. The $350 billion services export sector, employing over 10 million, is at risk, with AI systems capable of performing tasks with higher precision and speed at a fraction of the cost of human labor. This threat extends to both high-end IT services and low-skill jobs. Despite leading in AI skills penetration, India's lack of domestic technological innovation and reliance on Western platforms leaves it vulnerable. The demographic dividend, once a promise of prosperity, could become a burden if sufficient quality jobs aren't created.

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Back from the Dead: Cassette Tapes Stage a Comeback in Argentina's Music Scene

2025-04-26
Back from the Dead: Cassette Tapes Stage a Comeback in Argentina's Music Scene

In Argentina's indie and punk scenes, cassette tapes are experiencing a nostalgic revival. Offering a tangible and emotional connection to music, they appeal to artists and fans alike. This resurgence stems from nostalgia, a preference for physical objects over digital formats, and their use as a statement of identity. For independent musicians, cassettes offer a low-cost, easily distributable alternative. While challenges like sound quality exist, the unique experience and emotional resonance of cassettes have cemented their place in Argentinian music culture. This phenomenon serves as a compelling case study in how cultural values shape consumer trends and highlights the potential of analog formats in a digital world.

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AI Code Generation: More Hype Than Substance?

2025-04-27

This article critiques the limitations of AI code generation tools. The author argues that while AI-generated code might look plausible, it's fraught with hidden dangers. AI simply predicts patterns in language to generate code, lacking true engineering thinking and understanding of runtime environments. This results in code that is hard to understand, debug, and reuse. In contrast, modular programming, referencing excellent open-source projects and documentation, are more helpful in writing high-quality code. Ultimately, the author points out that the core of software engineering lies in thinking and understanding, not just writing code.

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Development

LLM Shibboleths: The Secret to Unlocking AI Coding Assistants

2025-05-28

The effectiveness of Large Language Model (LLM)-powered coding assistants hinges on how you ask questions. This essay argues that experienced engineers use specific "shibboleths"—technical jargon and phrasing—to guide the AI towards high-quality code, while novices, lacking this specialized vocabulary, often receive inefficient or incorrect results. The author uses personal anecdotes to illustrate how to adapt prompting strategies based on skill level, offering tips to improve AI coding assistant efficiency. The core message emphasizes the importance of discerning and guiding AI-generated code in the age of AI.

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Development

The Hidden Costs of Open Source: Maintainer Burnout and User Entitlement

2025-04-07
The Hidden Costs of Open Source: Maintainer Burnout and User Entitlement

This article addresses the growing sense of entitlement among users of open-source software. The author clarifies that open-source doesn't automatically equate to free support, feature requests, or the developer's time. Many developers contribute freely, yet face abuse and unreasonable demands. The article urges users to respect developers' work, learn how to seek help effectively, and advocates for financial support of valuable open-source projects.

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Betelgeuse: The Upcoming Cosmic Fireworks Show?

2025-03-17
Betelgeuse: The Upcoming Cosmic Fireworks Show?

Betelgeuse, a red supergiant star about 500 light-years from Earth, is nearing the end of its life. It could go supernova at any time, resulting in a spectacle visible even during the day, slightly dimmer than a full moon and lasting for months. Despite its incredible brightness, the vast distance and the inverse square law will protect Earth from harmful radiation, leaving us to enjoy a breathtaking cosmic fireworks display.

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Tech Betelgeuse

Musk's GDP Misconception: The Limits of Economic Indicators

2025-04-29
Musk's GDP Misconception: The Limits of Economic Indicators

Elon Musk's recent tweet suggesting that government spending should be excluded from GDP sparked debate. This article dissects the fallacy of this idea, arguing that GDP measures economic output, not quality of life. Excluding government spending would hinder our understanding and stabilization of the economy. The article further explores GDP's limitations, such as its inability to accurately capture the value of unpaid work and government services, and its neglect of environmental and social well-being. The author concludes that instead of modifying GDP, more comprehensive indicators and policies are needed to measure quality of life and societal progress.

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The Mystery of 'Goat-Time': A Machine Translation Enigma

2025-09-25

A Japanese user, employing machine translation, sought help for a runtime error dubbed 'Goat-Time'. The error message is bizarre, featuring terms like 'vomit', 'wind, pole, and dragon', leaving everyone puzzled. Analysis suggests 'vomit' might refer to exceptions, 'lumber' to logs, and 'Goat-Time' to the runtime environment. 'Spank' is speculated to be a mistranslation of 'execute', and 'skill' of 'experience'. 'Insult to father's stones' might allude to software dependencies. The 'wind, pole, and dragon' remain a mystery. This is a machine translation-induced enigma waiting for more information to unravel.

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Senior Backend Engineer (Ruby/Go, Kubernetes) - Remote

2025-04-24
Senior Backend Engineer (Ruby/Go, Kubernetes) - Remote

A mobile attribution company is seeking a Senior Backend Engineer experienced with Ruby (Rails/Sinatra) and Go, and proficient in Kubernetes. The ideal candidate will have a strong background in building and maintaining high-throughput distributed systems. Remote work, collaborative team, and focus on data-driven mobile marketing decisions.

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Development

How Cursor Got the Best Tab-Completion Model

2025-05-08
How Cursor Got the Best Tab-Completion Model

Cursor's code completion initially lagged behind Supermaven's Babble model, which boasted a massive context window and superior speed and accuracy thanks to its innovative edit-sequence-based training. However, Cursor acquired Supermaven, gaining Babble and leveraging its massive user data to solidify its leading position in code completion. This acquisition highlights the importance of AI model training methodologies and the crucial role of data scale in model performance.

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Development data advantage

Gordon Bennett Cup: The Mystery of the Missing Balloon

2025-04-24
Gordon Bennett Cup: The Mystery of the Missing Balloon

In the 1995 Gordon Bennett Cup, American pilots Mike Wallace and Kevin Brielmann pushed the boundaries of hot air ballooning, embarking on a record-breaking flight. Collaborating closely with another US team, they expertly navigated air currents, soaring over Poland and into Belarus. However, their journey took a dramatic turn when a Belarusian military helicopter made aggressive passes, ultimately silencing their radio communications and leaving their fate unknown. The story highlights the thrilling skill and danger of long-distance ballooning, and unexpectedly intertwines the sport with the complexities of international politics.

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C Legend Kernighan: Rust is a 'Pain', Unlikely to Replace C

2025-08-31
C Legend Kernighan: Rust is a 'Pain', Unlikely to Replace C

At 83, Brian Kernighan, co-author of the seminal C programming language book, shared his candid thoughts on Rust. In a recent interview, he described his single Rust program experience as 'painful', citing difficulty understanding its memory safety mechanisms and slow compilation/execution speeds. He criticized the complexity of Rust's ecosystem, including 'crates and barrels'. While acknowledging potential bias from limited experience, he doubts Rust will replace C anytime soon. The interview also covered his perspectives on Linux distributions, HolyC, the current software landscape, and advice for aspiring programmers, emphasizing passion and pursuing engaging work.

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Development

Cats Can Smell the Difference: How Feline Olfaction Distinguishes Between Humans

2025-05-30
Cats Can Smell the Difference: How Feline Olfaction Distinguishes Between Humans

A new study reveals that domestic cats utilize olfaction to differentiate between familiar (owners) and unfamiliar humans. Cats spent significantly longer sniffing the scent of an unknown person, displaying nostril use lateralization similar to other animals responding to novel scents. The study also found correlations between feline personality traits and sniffing behavior, but no association with the strength of the cat-owner bond. This research illuminates the complexity of feline olfactory social cognition, offering new insights into cat-human interactions.

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AI Turns Codebases into Beginner-Friendly Tutorials

2025-04-19
AI Turns Codebases into Beginner-Friendly Tutorials

Tired of deciphering complex codebases? This project uses a 100-line LLM framework called Pocket Flow to analyze GitHub repositories and generate easy-to-understand tutorials. It identifies core concepts, relationships, and transforms complex code into beginner-friendly explanations with visualizations. Supports various programming languages and allows specifying included/excluded files. Simply provide a GitHub repo URL or local directory path to generate a tutorial, making understanding large codebases significantly easier.

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Development Tutorial Generation
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