Ambiguity — When Precision Is the Problem
Precision is often treated as a virtue. In law, natural language, and design, ambiguity is not a flaw — it is a deliberate feature that makes systems adaptable over time.
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Articles in Language
What the Signal-to-Noise Metaphor Loses Across Domains
The signal-to-noise ratio is a precise engineering metric that became a loose metaphor across domains. Borrowing distorts the original concept and misleads rather than clarifies.
Tokenization — What Text Becomes Before a Machine Reads It
Text must be broken into pieces before any language model processes it. Tokenization decides what those pieces are, and the choice shapes everything the model can express.