AI Fundamentals

Core concepts behind modern AI, explained for non-experts.

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How LLMs Actually Work: Tokens, Attention and Next-Word Prediction

AI Fundamentals • Oct 5, 2026 • 6 min read

How LLMs Actually Work: Tokens, Attention and Next-Word Prediction

Strip away the marketing and a large language model is really doing one thing: predicting the next token. Here is what that means...

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Alex Morgan

How LLMs Actually Work: Tokens, Attention and Next-Word Prediction

AI Fundamentals • Sep 13, 2026 • 6 min read

How LLMs Actually Work: Tokens, Attention and Next-Word Prediction

Strip away the marketing and a large language model is really doing one thing: predicting the next token. Here is what that means...

A

Alex Morgan

Neural Networks Explained: How Machines Learn From Examples

AI Fundamentals • Jul 11, 2026 • 5 min read

Neural Networks Explained: How Machines Learn From Examples

A neural network is not a tiny brain. It is a flexible mathematical function tuned by example. Here is how the learning loop actua...

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Priya Sharma