February 2026

According to current linguistic data, there are 7,139 known living languages in the world. Of these, 3,661 have some form of written documentation, while approximately 3,011 to 3,500 have no written form whatsoever. There are 293 known writing systems in human history, of which only 156 are currently in use. And of those 156 active scripts, many cover hundreds of languages each — the Latin alphabet alone serves approximately 4.9 billion people across Germanic, Romance, and Austronesian language families. The […]

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In February 2026, something extraordinary happened in China. An AI chatbot launched a Lunar New Year promotion offering free bubble tea. Within 9 hours, more than 10 million orders flooded in. The total transaction value reached approximately 250 million yuan, or $36 million. Stores ran out of ingredients. Delivery riders queued for hours. Servers buckled. Cafes temporarily shut down. This was not a cyberattack. It was an AI-driven stress test of the physical economy. And the physical economy […]

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Differentially private federated learning (DP-FL) enables clients to collaboratively train machine learning models while preserving the privacy of their local data. However, most existing DP-FL approaches assume that all clients share a uniform privacy budget, an assumption that does not hold in real-world scenarios where privacy requirements vary widely. This privacy heterogeneity poses a significant challenge: conventional client selection strategies, which typically rely on data quantity, cannot distinguish between clients providing high-quality updates and those introducing substantial noise […]

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Residential proxies are one of the most misunderstood tools in modern web development.  Some developers associate them only with scraping, others think they are a niche security trick, and many simply avoid them because the terminology sounds complex.  In reality, residential proxies are a practical infrastructure component that solves real engineering problems related to access, reliability, testing, and data collection.  If you build applications that interact with the public internet, understanding how residential proxies work can help you […]

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You might have heard Linux Torvalds’ name a dozen times, but you might not have heard of Richard Stallman. And that is a pity! (This is a longer story, so please stay to the end about the 2026 interview that almost happened.) In the sprawling, sterilized history of the digital age, Richard Matthew Stallman (RMS) exists as a singular, indigestible singularity. He is the ghost in the machine of modern computing, a figure whose code runs the internet […]

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