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Adventures in Symbolic Algebra with Model Context Protocol
Personal Blog
If you've ever asked an LLM to perform complex symbolic manipulation, you know the drill: confident answers, beautiful LaTeX formatting, and results that would make your math professor weep bitter tears. The non-deterministic nature of the whole setup means that something can work perfectly five times in a row and then spontaneously fail on the sixth attempt for reasons that remain shrouded in mystery. The successful integration of these components (properly formatted JSON, accurate tool selection by the language model, and reliable server processing) demonstrates the potential of this architectural approach.
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