There is an obvious question lurking here: why bother learning algorithms at all when you can ask an LLM to write one for you? I think the question misses the more interesting possibility. LLMs are not just code generators; they are learning accelerators. You can ask one to explain a single step of an algorithm, to walk through an edge case, or to generate a diagram of how components interact. When I started working in a new codebase recently, the fastest way for me to build a mental model was not reading code or documentation. It was asking an LLM to produce component and sequence diagrams: a much higher-bandwidth channel for understanding, at least for the way I think.
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