Four Foundational Fallacies of AI: A Winding Path to AGI

2025-09-11
Four Foundational Fallacies of AI: A Winding Path to AGI

This article explores Melanie Mitchell's four foundational fallacies of artificial intelligence: equating narrow AI progress with Artificial General Intelligence (AGI); underestimating the difficulty of common-sense reasoning; using anthropomorphic language to mislead the public; and ignoring the importance of embodied cognition. The author argues these fallacies lead to hype cycles and dangerous trade-offs in the AI field, such as prioritizing short-term gains over long-term progress, sacrificing public trust for market excitement, and forgoing responsible validation for speed to market. Ultimately, the author advocates for a synthesis of the 'cognitive paradigm' and the 'computationalist paradigm', infusing current AI practices with scientific principles for safer and more responsible AI development.

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AI

Clippy Enters 12-Week Feature Freeze for Quality Improvement

2025-06-22
Clippy Enters 12-Week Feature Freeze for Quality Improvement

The Rust linter Clippy will undergo a 12-week feature freeze starting June 26th, 2025, focusing on improving the accuracy and reducing false positives of its over 750 existing lints. No new lints will be accepted during this period, but bug reports and PRs improving existing lints are welcome. The goal is to enhance code quality and provide a more reliable linting experience for Rust users.

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Development

AI Music Models: Revolutionizing Music Creation?

2025-02-09
AI Music Models: Revolutionizing Music Creation?

From handcrafted instruments to digital audio workstations, music creation technology has constantly evolved. Now, AI music models are leading a new era, capable of generating entire songs, splitting stems, synthesizing vocals, and creating instrumental sounds. While some fear AI will replace artists, the author believes AI is more of an assistive tool, enhancing efficiency and expanding creative possibilities. In the future, AI-generated music may become indistinguishable from traditionally created music, presenting both opportunities and prompting a reevaluation of 'authentic art'.

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Sony Xperia: Small but Significant

2025-08-08
Sony Xperia: Small but Significant

Despite holding a minuscule share of the global smartphone market and facing uncertainty about its future, Sony maintains that its Xperia brand is “very important” and will continue to be nurtured. Sony CFO Lin Tao recently reiterated this commitment, acknowledging Xperia's place within a crucial business segment. While Sony has scaled back its presence in the US market, lost ground in Japan and Europe, and even ceased manufacturing its own devices, it insists on continuing its smartphone efforts. The company emphasizes the broader significance of communication technology within Sony's long-term strategy, extending beyond smartphones themselves.

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Tech

Google Joins OpenAI in Adopting Anthropic's Model Context Protocol

2025-04-14
Google Joins OpenAI in Adopting Anthropic's Model Context Protocol

Following OpenAI's lead, Google announced that its Gemini models will support Anthropic's Model Context Protocol (MCP). MCP allows AI models to directly access various data sources, including business tools, software, content repositories, and application development environments, enabling more complex task completion. This move signifies industry acceptance of MCP as an open standard and is expected to accelerate the development and adoption of AI applications. Google DeepMind CEO Demis Hassabis expressed excitement about collaborating with Anthropic and others to further develop MCP.

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AI

acmsg: AI-Powered Git Commit Message Generator

2025-05-14
acmsg: AI-Powered Git Commit Message Generator

acmsg is a Python-based CLI tool that leverages the OpenRouter API and AI models to automatically generate Git commit messages. It analyzes staged changes in your Git repository, generates contextual commit messages, supports multiple AI models, and allows editing the generated message. Installation is easy via flake or a standalone profile; first run prompts for OpenRouter API token configuration.

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Development

CockroachDB 25.2: Row-Level Security for Enhanced Data Control

2025-07-10
CockroachDB 25.2: Row-Level Security for Enhanced Data Control

CockroachDB's 25.2 release introduces Row-Level Security (RLS), a powerful feature enabling fine-grained access control at the row level within the database. This addresses limitations of traditional table-level permissions, particularly crucial for multi-tenant and multi-region deployments. The article details RLS implementation through multi-tenancy and multi-region use cases, showcasing its benefits in data isolation, regulatory compliance, and simplified application logic. Combining RLS with CockroachDB's Regional By Row (RBR) functionality provides geographically based access control, ensuring compliance with data residency regulations.

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Development row-level security

Automattic Reverses Course, Re-engages with WordPress Development

2025-05-30
Automattic Reverses Course, Re-engages with WordPress Development

Automattic, the parent company of WordPress.com, has surprisingly reversed its decision to pause contributions to the WordPress project. This follows last month's announcement that 2025 would only see the release of version 6.8. Internal communications reveal CEO Matt Mullenweg's desire for a 6.9 release this year, incorporating an admin refresh and AI features. Speculation abounds regarding the motives behind this U-turn, with some suggesting pressure, reputational concerns, or a direct link to Automattic's ongoing legal battle with WP Engine. Automattic accuses WP Engine of profiting from WordPress without contributing back, while WP Engine counters that Automattic misunderstands trademark law. The reasons remain unclear, but Automattic's renewed commitment adds a significant twist to the WordPress narrative.

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Development

MacBook Notch Breaks Game Rendering: A Developer's Nightmare

2025-08-15
MacBook Notch Breaks Game Rendering: A Developer's Nightmare

Many games render incorrectly on MacBooks with notched displays. The issue stems from how games obtain screen resolutions (CGDisplayCopyAllDisplayModes), which returns resolutions including the notch area, resulting in compressed and distorted game visuals. The article analyzes the differences between various screen regions (full screen, safe area, AppKit fullscreen area) and offers a solution for filtering resolutions. However, it ultimately points to Apple's API design as the root cause. The article also lists affected games and potential improvements Apple could implement, such as updating the HIG, improving CGDisplayMode, or creating a new game-centric API.

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Elegant SQLite Multitenancy in Rails

2025-04-27

This article details the experience of building a multi-tenant application with Rails, where each tenant has its own isolated SQLite database. The author initially used traditional database connection management, leading to connection errors under high load. After much exploration, the author finally used the Rails 6+ `connected_to` method combined with a custom middleware to achieve safe and efficient tenant database switching, cleverly solving the problems of multithreading and connection pool management, and sharing tips for handling Rack streaming response bodies. This article is valuable for building high-performance, scalable multi-tenant applications.

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Development Multitenancy

Why 'Boring' Tech Is Actually the Best

2025-02-11
Why 'Boring' Tech Is Actually the Best

This article argues that 'boring' technology, exemplified by NetBSD, is superior in system administration and architecture. 'Boring' implies predictability, reducing unexpected failures and maintenance headaches. Mature technology boasts comprehensive documentation, an active community, and a proven track record, not simply age. While ubiquity isn't the measure of 'boringness', mature technologies are generally easier to understand and maintain, thus lowering costs and improving reliability. The author concludes that NetBSD's 'boringness' is precisely its greatest strength.

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Development

Byzantine Generals Problem: A Practical Implementation

2025-08-05
Byzantine Generals Problem: A Practical Implementation

This article implements a classic distributed algorithm: the Byzantine Generals Problem. This problem simulates a scenario where a group of generals needs to reach consensus in the presence of traitors. The author implements Lamport's oral messages solution using Python and Flask, demonstrating how consensus can be reached in a system with N nodes and up to M traitors, when N≥3M+1. The article details the algorithm's flow, message paths, and traitor handling strategies. It analyzes the complexity and limitations, ultimately implementing a working system to validate the theoretical correctness. The author also notes the difficulties encountered when using LLMs to implement the algorithm.

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Writing for Smart People: Why Your Audience Is Young

2025-06-03

This essay explores the nature of writing and its target audience. The author argues that essays written for smart people on important topics primarily reach young people, as younger readers are more easily surprised and impacted by novel ideas. The piece analyzes reader knowledge levels (importance, obtuseness, experience) to explain this phenomenon, and notes that the author's writing motivation stems from personal curiosity rather than the age of the readers.

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Oracle Cloud Breach: 6 Million User Data Allegedly Compromised

2025-03-26
Oracle Cloud Breach: 6 Million User Data Allegedly Compromised

Cybersecurity firm BleepingComputer reports a hacker claiming to have breached Oracle Cloud servers, stealing authentication data for 6 million users. Oracle denies a breach, but BleepingComputer has confirmed the validity of data samples from multiple affected companies. The hacker released databases, LDAP data, and over 140,000 allegedly compromised domains. Investigations suggest exploitation of a vulnerability (CVE-2021-35587) in Oracle Fusion Middleware 11g. Despite Oracle's denial, evidence points to a significant security lapse, raising concerns about Oracle Cloud security.

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The User Isn't the Buyer: Cracking the B2B Sales Puzzle

2025-08-08
The User Isn't the Buyer: Cracking the B2B Sales Puzzle

This article tackles the common B2B SaaS problem of the 'user isn't the buyer'. The author argues that identifying the true decision-maker is key, and it's not always the person holding the credit card. In smaller companies, developers often wield significant influence due to direct product usage and time constraints, driving their need for efficient tools. Larger companies, however, typically place decision-making power with CTOs or leadership, prioritizing security and outcomes. The author suggests empowering developers by providing them with data and tools to convincingly demonstrate the product's value to leadership, indirectly leading to sales conversion.

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Testeranto: AI-Powered ATDD Framework for Automating Test Fixes

2025-03-09
Testeranto: AI-Powered ATDD Framework for Automating Test Fixes

Testeranto is an AI-first Acceptance Test Driven Development (ATDD) framework for TypeScript projects, currently under development. It uses a strongly-typed, Gherkin-like syntax for specifying tests and integrates with Aider.ai to automatically fix failing tests. Instead of directly testing your code, Testeranto requires wrapping your code with a semantic interface based on TS type signatures. It runs in the frontend, backend, or both, and can test anything bundlable with esbuild.

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Development

Lexy: A C++ Parser Library Rivaling PEG Parsers

2025-09-14
Lexy: A C++ Parser Library Rivaling PEG Parsers

Lexy is a high-performance C++ parser library that strikes a balance between performance and control. Compared to other PEG parsers like Boost.Spirit and PEGTL, Lexy avoids implicit backtracking by controlling branch conditions, improving performance and simplifying error handling. Lexy supports advanced features like error recovery, operator precedence parsing, and allows zero-copy parsing directly into your own data structures. While Lexy's grammar is more verbose than Boost.Spirit's, it's better suited for larger grammars. Compilation times are reasonable, and modular design helps optimize build speed.

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Development

Qualcomm's X85 Modem: A 'Huge Delta' in Performance vs. Apple?

2025-03-08
Qualcomm's X85 Modem: A 'Huge Delta' in Performance vs. Apple?

Qualcomm unveiled its X85 5G modem at MWC2025, boasting AI-powered features that it claims will create a "huge delta" in performance between high-end Android and Apple devices. The X85 supports mmWave 5G, offering peak download speeds of up to 12.5Gbps and upload speeds of 3.7Gbps. Its AI Data Traffic Engine promises reduced latency and improved efficiency. However, Apple's new C1 modem, while lacking mmWave support, is touted as the most power-efficient iPhone modem ever, a claim backed by third-party testing. This modem battle will continue until Qualcomm's agreement with Apple expires in 2026.

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Tech 5G Modem

A Universal Rhythm Underlies Human Speech: 1.6-Second Intonation Units Discovered

2025-08-25
A Universal Rhythm Underlies Human Speech: 1.6-Second Intonation Units Discovered

A groundbreaking study published in the Proceedings of the National Academy of Sciences reveals a universal 1.6-second rhythm in human speech, called intonation units. Analyzing over 650 recordings across 48 languages, researchers discovered this rhythmic chunking regardless of language family or geographic location. This rhythm isn't cultural; it's deeply rooted in human biology and cognition, mirroring brain activity patterns linked to memory, attention, and voluntary action. The findings have implications for AI speech development, speech disorder treatments, and a deeper understanding of neurological function.

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The 90s Web Design Trinity: Zeldman, Siegel, and Nielsen

2025-05-29
The 90s Web Design Trinity: Zeldman, Siegel, and Nielsen

The rise of Flash and CSS in 1997 birthed three distinct web design philosophies. David Siegel championed 'hacks,' Jakob Nielsen prioritized simplicity, and Jeffrey Zeldman blended flair with usability. This article explores their approaches and careers. Siegel focused on aesthetics, Nielsen on usability, while Zeldman found a middle ground, his pragmatic approach proving dominant. Today, Nielsen delves into AI, Siegel pursues diverse interests, but Zeldman remains a web design force, soon to relaunch his personal website with a fresh design. The article offers a nostalgic look at the formative years of web design.

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Design 90s internet

ChatGPT-4o Used to Create Fake Passport in 5 Minutes, Bypassing KYC

2025-04-06
ChatGPT-4o Used to Create Fake Passport in 5 Minutes, Bypassing KYC

Security researcher Borys Musielak demonstrated the creation of a realistic fake passport using ChatGPT-4o in just five minutes, bypassing automated KYC checks. This highlights vulnerabilities in digital ID verification systems relying solely on photo and selfie matching. The fake passport successfully bypassed basic KYC checks on platforms like Revolut and Binance. Musielak warned of increased risks of identity theft and fraudulent account creation. Following the demonstration, ChatGPT blocked similar prompts. Experts advocate for stronger defenses, such as NFC-based verification and eIDs.

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Tech

Go Generics: The Clever Use of Generic Interfaces for Efficient and Adaptive Tree Structures

2025-07-10

This article explores advanced usage of Go's generic interfaces, particularly how to elegantly handle type constraints when building data structures like binary search trees using self-referential generic interfaces. Using a tree structure as an example, it compares three implementation approaches: using `cmp.Ordered`, a custom comparison function, and a self-referential generic interface. Finally, the article delves into combining `comparable` constraints to build ordered sets and avoiding complexities arising from pointer receivers, recommending prioritizing simplicity and readability in design.

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(go.dev)
Development Go Generics

zlib-ng: A Next-Gen Data Compression Library

2025-03-16
zlib-ng: A Next-Gen Data Compression Library

zlib-ng is a modernized fork of the popular zlib compression library, improving performance, maintainability, and portability. It incorporates optimizations from Intel and Cloudflare, and supports a wide range of CPU instruction sets such as AVX-512 and ARM NEON. zlib-ng aims to coexist with zlib, offering a lower barrier to code changes and supporting CMake and multiple build systems.

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Development

A Weird Node Image Patch: The Mystery of Jar Order

2025-04-09

A Node image patch update caused a prolonged outage of production JVM applications. The root cause was the use of a wildcard `/jars/*` in the JVM classpath. An ext4 filesystem's directory hash seed changed after the patch update, altering the jar loading order. This prevented a client library dependent on a specific version of the Bouncy Castle library from initializing correctly, resulting in a `NoSuchFieldError`. The author investigated, ruling out buildah layer squashing and OverlayFS layer order issues. The problem was ultimately traced to the change in the ext4 filesystem's directory hash seed. Modifying the hash seed in the ext4 image file confirmed this. This incident highlights how seemingly minor system details can have serious consequences, emphasizing the importance of deep understanding of underlying system intricacies.

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Development

Record-Breaking 11.5 Tbps DDoS Attack Successfully Mitigated

2025-09-04
Record-Breaking 11.5 Tbps DDoS Attack Successfully Mitigated

Over the Labor Day weekend, Cloudflare successfully mitigated a record-breaking 11.5 Tbps distributed denial-of-service (DDoS) attack lasting approximately 35 seconds and peaking at over 5.1 billion packets per second. The attack leveraged a simple UDP flood, originating from various IoT devices and cloud providers, including compromised Google Cloud accounts. While simple in nature, the scale and frequency of such attacks are rapidly increasing, with Cloudflare blocking over 6,500 similar attacks in Q2 2025. This highlights the importance of modern internet security defenses and serves as a warning for businesses to implement robust DDoS protection.

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Tech

Building Websites with Browser-Based XSL: No Server-Side Code Needed

2025-08-23
Building Websites with Browser-Based XSL: No Server-Side Code Needed

This article demonstrates building websites using browsers' built-in XSL support, eliminating the need for server-side code, static site generators, or JavaScript. By defining templates within XML files, the browser renders custom tags as HTML, creating a consistently themed website. Advanced examples showcasing templating with fields and nested templates are also provided.

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Development

Bring Back Native Browser RSS Feeds!

2025-04-17
Bring Back Native Browser RSS Feeds!

The author reminisces about the convenience of native browser RSS feed support, where clicking an RSS icon would add a subscription to the browser's bookmarks, allowing for easy access to news updates. While email clients like Thunderbird currently offer RSS support, the author finds this less than ideal due to the need to switch applications. Web-based readers require accounts, and browser extensions are viewed with distrust. The author feels current alternatives are cumbersome compared to the simplicity of native browser integration and advocates for its return.

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Misc

Google Bets Big on Fusion: A 200MW Clean Energy Power Play

2025-07-01
Google Bets Big on Fusion: A 200MW Clean Energy Power Play

Google is investing heavily in Commonwealth Fusion Systems, pre-purchasing 200 megawatts of power from its first commercial fusion plant – enough to power roughly 200,000 American homes. This signifies big tech's hunger for virtually limitless clean energy. Commonwealth aims to build the plant in Virginia by the early 2030s, utilizing a tokamak device to replicate the sun's energy through nuclear fusion. While technological hurdles remain, Google's investment significantly accelerates fusion commercialization and secures a sustainable power source for its data centers and AI operations, reducing reliance on fossil fuels.

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The Surprisingly Profound Influence of 'Dead' Programming Languages

2025-07-16

This article explores the surprisingly significant impact of historically influential programming languages that are no longer widely used, such as COBOL, ALGOL, APL, and BASIC. By examining their backgrounds, contributions, and reasons for decline, the author reveals their lasting influence on modern languages. Examples include COBOL's record data structures, ALGOL's lexical scoping and structured programming, and APL's array processing. The article highlights the importance of studying programming language history and the often-overlooked contributions of languages that never achieved mainstream popularity.

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Building Reliable AI Agents: Six Hard-Won Lessons

2025-07-29
Building Reliable AI Agents: Six Hard-Won Lessons

This article shares six crucial lessons learned in building AI agents. The author emphasizes the importance of clear instructions, lean context management, robust tool interfaces, and automated validation loops. It highlights that modern LLMs need direct, detailed context, avoiding manipulative prompting. Powerful AI agents are built by combining LLMs with tools and basic control flow operators. A two-phase algorithm—one for generation, one for validation—is recommended, with iterative improvement and error analysis crucial for reliability and recoverability.

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Development
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