North Korea's Crypto Laundering Scheme: A Billions-Dollar Headache

2025-03-18
North Korea's Crypto Laundering Scheme: A Billions-Dollar Headache

North Korea's hacking spree has netted billions in cryptocurrency, but converting this loot into fiat currency presents a massive challenge. Unable to use major exchanges due to KYC regulations, they rely on a global network of over-the-counter brokers, particularly in under-regulated regions like China. The sheer volume of funds, however, creates a significant bottleneck, leaving vast sums of crypto trapped in wallets – a modern-day equivalent of Escobar's cash storage problem. While employing mixers and other tools to obfuscate transactions, North Korea faces persistent pressure from nations like the US, who employ various methods to track and seize these illicit funds. This includes using provisions in the USA PATRIOT Act to subpoena Chinese banks, a strategy requiring significant political capital.

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Eight-Year Espionage Campaign Leveraging Unpatched Windows Shortcut Vulnerability

2025-03-18
Eight-Year Espionage Campaign Leveraging Unpatched Windows Shortcut Vulnerability

Trend Micro discovered an eight-year-old espionage campaign exploiting a vulnerability in Windows .LNK shortcut files. Attackers embed malicious code by obscuring commands within megabytes of whitespace in the command-line arguments. Despite Trend Micro reporting this to Microsoft last September, Microsoft considers it a low-priority UI issue, not a security vulnerability, and refuses to patch it. This vulnerability has been used in attacks targeting governments, private sectors, and financial institutions, with 46% of attacks originating from North Korea. Trend Micro decided to publicly disclose the vulnerability, as even local code execution, combined with other exploits, easily compromises systems. Microsoft stated they will consider addressing this in a future feature release, advising users to exercise caution when downloading files from unknown sources.

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Stamina: The Unsung Hero of Success

2025-03-18

While stamina is often associated with physical endurance and competition, this article argues that true stamina encompasses much more. It's the ability to stay true to your values and commitments, especially when facing difficulties. This kind of stamina isn't just about persevering through a marathon; it's about contributing to a team through challenges, tackling problems repeatedly, and patiently supporting loved ones despite exhaustion. It means chipping away at goals despite slow progress; maintaining focus in a distracting world; being punctual; pushing through difficult tasks; following instructions or working independently; and maintaining an open mind and willingness to adapt perspectives. The author posits that stamina is a universally applicable trait, more valuable than situational advantages like strength, intelligence, or speed. Someone with stamina may not solve individual problems as quickly as someone more naturally gifted, but they'll reliably solve the many problems that follow.

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Building a Voice Chatbot with WebRTC and the OpenAI Realtime API

2025-03-18
Building a Voice Chatbot with WebRTC and the OpenAI Realtime API

This post details building a voice chatbot using WebRTC and the OpenAI Realtime API. The author overcomes sparse documentation to provide a step-by-step guide covering microphone audio acquisition, WebRTC connection establishment, data channel setup, and Realtime API message exchange. Best practices are highlighted, including function calls for responses and session termination, and running the application on older Google AIY Voice Kits. The author explores alternative approaches, such as headless browser solutions and embedded SDKs, showcasing WebRTC's expanding reach.

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Development Voice Chatbot

Predicting Python's Stack Overflow Growth with the Bass Model: A Case Study

2025-03-18
Predicting Python's Stack Overflow Growth with the Bass Model: A Case Study

The author presented a case study at an ODSC AI+ training session, using the Bass model to predict Python's growth trend on Stack Overflow. The model, fitted to historical data using Bayesian inference, predicted future growth and showed how the model adapts its predictions with new data. While not a perfect fit, the case study demonstrates the Bass model's value in forecasting technology trends and identifying potential inflection points in growth.

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GraalVM for JDK 24 Released: Performance Boost and Smaller Binaries

2025-03-18
GraalVM for JDK 24 Released: Performance Boost and Smaller Binaries

GraalVM for JDK 24 is now available! This release boasts significant improvements, including GraalNN, a machine learning-based optimization boosting peak performance by ~7.9% on average across various microservice benchmarks; SkipFlow, reducing native executable sizes by ~6.35%; enhanced premain support for Java agents; and Vector API optimizations matching JIT performance. Security features are also improved, such as enhanced SBOM support, alongside debugging and monitoring enhancements. Overall, GraalVM 24 offers notable improvements in performance, size, and security, making it a worthwhile upgrade for developers.

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Development

PlanetScale Exposes the Real Failure Rate of EBS: It's Not Binary, It's Constant Degradation

2025-03-18
PlanetScale Exposes the Real Failure Rate of EBS: It's Not Binary, It's Constant Degradation

Based on its massive use of Amazon EBS, PlanetScale reveals the true failure rate is far higher than AWS documentation suggests. The article highlights that EBS 'slowness' is far more common than outright failure, with frequent performance fluctuations even when meeting AWS's performance guarantees, causing application outages. This degradation isn't random; it's inherent to the system's complexity. PlanetScale mitigates issues through monitoring and automated EBS volume replacement, ultimately leading to PlanetScale Metal to avoid network storage performance issues.

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Y Combinator CEO: 'Vibe Coding' Reshapes the Startup Landscape

2025-03-18
Y Combinator CEO: 'Vibe Coding' Reshapes the Startup Landscape

Y Combinator CEO Garry Tan believes "vibe coding," using AI for programming, is enabling startups to remain lean and efficient. He suggests that smaller teams can now accomplish large-scale projects with AI assistance, encouraging struggling young engineers to "vibe code" and build their own startups. Tan notes that roughly 81% of Y Combinator's current batch are AI companies, with 25% having 95% of their code generated by LLMs. While AI debugging remains a challenge, "vibe coding" dramatically increases software development speed, allowing small teams to achieve significant success in niche markets, potentially generating hundreds of millions in annual revenue.

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Startup vibe coding

Hungary's Plan to Use Facial Recognition Against Pride Events Violates EU AI Act

2025-03-18
Hungary's Plan to Use Facial Recognition Against Pride Events Violates EU AI Act

Viktor Orbán's plan to use facial recognition to suppress pride events in Hungary violates the EU's AI Act. The Act largely prohibits real-time facial recognition for policing, with exceptions for national security or terrorism. Orbán's proposed amendment to the Child Protection Act bans pride events and allows police to use facial recognition to identify attendees. Dr. Laura Caroli, who negotiated the EU AI rules, confirms this use is explicitly prohibited. Even claiming national security wouldn't justify it. The ban, effective February 2nd, has drawn fierce criticism. MEP Daniel Freund called it reminiscent of Russia or China, urging the EU to halt funding to Orbán's regime. The Hungarian Helsinki Committee highlights violations of data protection rights. While enforcement rests with Hungarian authorities, other member states can oppose such measures. The practical application of the AI Act will take time, leaving room for such abuses in the interim.

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Raspberry Pi Launches RP2350 Microcontroller Family with Out-of-the-Box Rust Support

2025-03-18

Raspberry Pi announced the RP2350 family, its latest microcontrollers featuring out-of-the-box Rust support—a first for the industry. The RP2350 boasts dual Arm Cortex-M33 cores with FPU, and optionally dual RISC-V Hazard3 cores, switchable at runtime or boot time. Improvements include increased SRAM and Flash, more GPIOs, and enhanced peripherals, along with advanced features like secure boot and partition support. While still using USB 1.1, it maintains the same price point as its predecessor and offers several variants. The blog post delves into booting, partition tables, address translation, and OTP functionality, demonstrating Rust code porting and execution examples.

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Hardware

OpenJDK JDK 24 GA Released

2025-03-18

OpenJDK JDK 24 is now generally available! This release is an open-source implementation of the Java SE 24 Platform, licensed under the GNU General Public License, version 2, with the Classpath Exception. Oracle also offers commercial builds under a separate license. Users can submit feedback and bug reports through the usual Java SE channels, ensuring inclusion of complete version information from `java --version`. Note that due to intellectual property limitations, source code distribution is restricted to authorized countries.

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Development

SourceHut Slams AI Crawlers for Overwhelming Its Servers

2025-03-18
SourceHut Slams AI Crawlers for Overwhelming Its Servers

Open-source Git hosting service SourceHut is battling a wave of aggressive AI web crawlers that are overwhelming its servers. The company has deployed countermeasures, including a 'tar pit' called Nepenthes, and has blocked several cloud providers like Google Cloud and Azure due to excessive bot traffic. This isn't a new problem; SourceHut faced similar issues in 2022 with Google's Go Module Mirror, and other open-source projects have also been affected. While some AI companies have pledged to respect robots.txt, abuse persists, with sites like iFixit, Vercel, and Diaspora reporting issues. The situation is further complicated by sophisticated spoofing, with bots masquerading as legitimate crawlers like OpenAI's GPTBot. This makes log analysis difficult and highlights the growing challenge of managing AI crawler traffic. Ad metrics firm DoubleVerify reported an 86% increase in invalid traffic in the second half of 2024, with 16% attributed to AI scrapers.

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Half-Life 2 RTX: Free DLC Brings Ray Tracing and 4K Visuals

2025-03-18
Half-Life 2 RTX: Free DLC Brings Ray Tracing and 4K Visuals

Orbifold Studios is releasing a free DLC, Half-Life 2 RTX, for all Half-Life 2 owners. Leveraging RTX Remix technology, the DLC boasts full ray tracing, DLSS 4, and NVIDIA Reflex, resulting in stunning 4K visuals with new textures, high-poly models, and improved lighting. Demos for Ravenholm and Nova Prospekt are set for March 18th. Note: The game contains violence depicting both humanoid and alien enemies, including zombies and detailed gore.

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Game Free DLC

Wired Magazine Drops Paywall for FOIA-Based Reporting

2025-03-18
Wired Magazine Drops Paywall for FOIA-Based Reporting

Facing challenges of dwindling government transparency and financial struggles in the news industry, Wired magazine has taken a bold step: making all articles based on public records obtained via the Freedom of Information Act (FOIA) freely accessible. This move prioritizes public access to information, even if it means reduced subscription revenue. The article argues that while high-quality investigative reporting is expensive, sustained public support will ultimately offset this loss and help break down the barriers of news paywalls.

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UK Probes Data Brokers' National Security Risks

2025-03-18
UK Probes Data Brokers' National Security Risks

The UK government is seeking expert input on the data brokerage industry and its potential national security risks to inform new data-sharing legislation. The inquiry specifically invites organizations using and supplying data to brokers, as well as brokers themselves, to participate. The government aims to understand brokers' operations, security practices, and clientele to shape policy. Data brokers, facing increasing criticism for collecting and selling personal data, are a target for both marketers and cybercriminals. This investigation seeks to balance the convenience of data sharing with national security concerns, differentiating between data brokers and data intermediaries.

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Revolutionizing UI Development: AI-Powered Design for Unmatched Efficiency

2025-03-18

Tired of tedious UI development? An AI-powered design tool lets you build complex UIs in 2-4 hours instead of 3-5 days. Say goodbye to inconsistencies from manual implementation; AI ensures design consistency. Design changes go from hours of manual updates to minutes of regeneration or visual editing. Code quality is guaranteed, the learning curve is dramatically reduced, iteration speed is significantly faster, and the developer experience shifts from frustrating to enjoyable and efficient.

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Google Acquires Cloud Security Firm Wiz for $32B

2025-03-18
Google Acquires Cloud Security Firm Wiz for $32B

Alphabet Inc. announced it will acquire Wiz, a leading cloud security platform, for $32 billion in an all-cash deal. This acquisition accelerates Google Cloud's strategy in two key areas: enhanced cloud security and multi-cloud capabilities in the AI era. Wiz offers an easy-to-use platform connecting to major cloud providers and code environments, preventing cybersecurity incidents. The combined expertise of Google Cloud's AI capabilities and Wiz's innovative technology will improve cloud security, reduce customer costs, and boost multi-cloud adoption.

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Tech

The SaaS Private Deployment Trap: A Cautionary Tale

2025-03-18

This post explores the pitfalls of offering private deployments for SaaS platforms. While lucrative, private installs come with significant operational and support burdens. The author argues that they transform SaaS vendors into ops or helpdesk organizations, requiring substantial resources to maintain customer-specific environments. The article advises against private deployments unless absolutely necessary, suggesting managed hosted deployments and careful contract terms and pricing to mitigate risks.

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Blockchain Misuse: Hype or Innovation?

2025-03-18
Blockchain Misuse: Hype or Innovation?

This article critically analyzes the current state of blockchain applications in areas such as supply chain management, object authenticity verification, statement authenticity guarantee, voting, proof of authorship, and land registry. The author points out that many seemingly logical blockchain solutions ignore the core issue of 'blockchain is not the Internet of Things (IoT)', leading to difficulties in guaranteeing data authenticity. The article argues that in many scenarios, distributed databases or digital signatures can solve the problem without the complexity and resource consumption of blockchain. The author believes that currently, only in the area of value transfer does blockchain (such as Bitcoin) demonstrate true value, while the application prospects of smart contracts remain unclear.

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Former DOGE Aide Violated Treasury Policy by Leaking Unencrypted Database

2025-03-18
Former DOGE Aide Violated Treasury Policy by Leaking Unencrypted Database

Marko Elez, a former aide to DOGE (a Trump-aligned unit run by Elon Musk), violated US Treasury policy by emailing an unencrypted database containing personal information to two Trump administration officials. A lawsuit filed by New York's Attorney General and 18 other state AGs alleges unauthorized access to the Treasury Department's Bureau of Fiscal Services (BFS), which handles trillions of dollars annually. The investigation revealed Elez violated Treasury regulations by sending an unencrypted database containing personally identifiable information without prior approval. Elez subsequently resigned following the discovery of hateful tweets. While analysis showed Elez didn't alter payment systems, his sending of the unencrypted database still violated BFS policy.

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Tech

Sesame AI Releases 1B Parameter Conversational Speech Model

2025-03-18
Sesame AI Releases 1B Parameter Conversational Speech Model

Sesame AI Labs has released CSM (Conversational Speech Model), a 1 billion parameter speech generation model based on the Llama architecture. CSM generates RVQ audio codes from text and audio inputs and its checkpoint is available on Hugging Face. An interactive voice demo and a Hugging Face space for testing audio generation are also provided. While capable of producing varied voices, CSM hasn't been fine-tuned to specific voices and has limited multilingual support. Sesame AI emphasizes its use for research and educational purposes only, prohibiting impersonation, misinformation, and illegal activities.

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Mind-blowing List of Multinyms: From Triplets to Sextuplets

2025-03-18

This article presents a fascinating collection of multinyms, words with multiple meanings and identical pronunciations. From triplets like 'ade, aid, aide' to sextuplets like 'air, are, e'er, ere, err, heir', the list showcases the remarkable complexity and richness of the English language. The author meticulously details numerous examples, highlighting the subtle phonetic differences that sometimes distinguish these words.

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The Model *Is* the Product: The Next Frontier in AI Investment

2025-03-18

Speculation abounds on the next AI wave. The author argues the answer is clear: the model itself is the product. Generalist scaling is slowing, opinionated training surpasses expectations, and inference costs are plummeting. This forces model providers up the value chain, while application layers face automation and disruption. OpenAI's DeepResearch and Anthropic's Claude 3.7 exemplify this: not merely LLMs or chatbots, but models designed for specific tasks. This signals a new AI phase: model trainers dominate, application developers face displacement. Investment in application layers may fail, as model training holds true value. Future AI success lies with companies capable of model training, possessing cross-functional teams and intense focus.

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Building a Cryptographically Strong Router to Block YouTube Ads

2025-03-18

The author built a FreeBSD and pfSense-based router to completely block YouTube ads. Exploiting a flaw in Google's Protocol Buffer format, a man-in-the-middle proxy decrypts HTTPS traffic, allowing modification of a single byte to eliminate ads. Beyond YouTube, the router uses blocklists to protect all networked devices from malicious ads, trackers, clickbait, and more. Ultimately, the author opted to pay for YouTube Premium, acknowledging the ethical considerations of circumventing ads.

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Development

SourceHut Under Siege: The High Cost of LLM Crawlers

2025-03-18

SourceHut, an open-source code hosting platform, is under relentless attack from large-scale LLM crawlers. Ignoring robots.txt, these bots indiscriminately scrape data, causing frequent outages and severely impacting service stability and developer productivity. The author pleads for a halt to the development and use of LLMs and AI tools, condemning the immense damage inflicted on the open-source community. This isn't just SourceHut's problem; it's a challenge for the entire open-source ecosystem.

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Development crawler attacks

A Time Traveler's Procrastination: A Strategy?

2025-03-18
A Time Traveler's Procrastination: A Strategy?

With eternity at your disposal, no task is truly urgent. But some crucial tasks are daunting, their failure signifying complete life failure. This article follows a time traveler who uses procrastination—listening to music, collecting old books, sightseeing, and even using tours to understand local history and culture—to study the 'memetic decay' of historical events, preparing for significant future tasks. His seemingly lazy procrastination is a part of a meticulous plan to outmaneuver his enemies.

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Escaping the US Cloud: A Practical Migration Story

2025-03-18
Escaping the US Cloud: A Practical Migration Story

Concerns over conflicting EU privacy laws and US data practices, coupled with the potential for US government misuse of tech companies as weapons, led the author to migrate their business's reliance on US cloud services. The article details the process and experiences of switching from Microsoft 365 to Proton, Bitwarden to Proton Pass, and gradually migrating other services such as GitHub, Google Search, Cloudflare/Google DNS, Docker Hub, and NPM. Some migrations proved easier than expected, like the surprisingly seamless transition to Proton as a Microsoft 365 alternative, while others, like GitHub, demanded more time due to high dependency. The article highlights the importance of reducing dependence on US cloud services and encourages exploring European alternatives.

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Development tech sovereignty

Dust's Query Tables: Empowering AI Agents with Structured Data Analysis

2025-03-18
Dust's Query Tables: Empowering AI Agents with Structured Data Analysis

Dust built Query Tables, a powerful AI agent tool that enables SQL querying of structured data. Starting with CSV file support, it evolved to include Notion databases, Google Sheets, and Office 365 spreadsheets, culminating in connections to enterprise data warehouses like Snowflake and BigQuery. A unified abstraction layer allows users to query diverse data sources using the same SQL interface, even combining data from different sources for analysis. Future plans include Salesforce integration to further expand its data analysis capabilities.

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Netflix's Underrated Masterpiece: The Dark Crystal: Age of Resistance

2025-03-18
Netflix's Underrated Masterpiece: The Dark Crystal: Age of Resistance

Netflix's 2019 series, *The Dark Crystal: Age of Resistance*, is a criminally underrated fantasy epic. Serving as a prequel to the 1982 film, this 10-episode masterpiece boasts stunning puppetry and an all-star voice cast (including Taron Egerton and Anya Taylor-Joy), recounting the Gelfling rebellion against the evil Skeksis on the planet Thra. Despite its premature cancellation due to high production costs and viewership, its exceptional production quality, profound storytelling, and mature dark themes make it a must-watch classic, rivaling the likes of *Lord of the Rings* and *Star Wars*.

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Game Puppetry
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