How Do Computers Store Data? Bits, Disks, and Vanishing Gigabytes

Industrial robots connected to cloud automation

How do computers store data? By holding a physical state that can be read back later. A flash cell traps electrons. A hard disk magnetizes a patch of cobalt alloy. A stick of memory holds a charge in a capacitor that leaks within milliseconds and must be refreshed thousands of times per second. Every file … Read more

What Is Cloud Computing? Renting Someone Else’s Servers

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What is cloud computing? It is the practice of renting computing power, storage, and software from someone else’s building, delivered over a network, billed by the minute or the gigabyte. The cloud is not floating and it is not abstract. It is a warehouse full of servers in a place with cheap electricity and good … Read more

AI vs Machine Learning: The Difference That Actually Matters

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AI vs machine learning gets treated as a rivalry, or worse, as two spellings of the same thing. Neither is right. Machine learning is one technique inside artificial intelligence, and the two terms describe different levels of a hierarchy that also contains deep learning and, at the bottom, specific model architectures. The distinction is not … Read more

How Do Large Language Models Work? Next-Token Prediction, Explained

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How do large language models work? At the bottom of every chatbot reply sits one repeated operation: guess the next token. A token is a chunk of text — usually a word piece, sometimes a whole short word, sometimes a single character. The model scores every token in its vocabulary, picks one, attaches it to … Read more