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Local AI text humanizer for Spanish & English, built on controlled experiments: a base model without chat training rewrites, a fidelity guard keeps every concept and quote, the rhythm is rebuilt, and flagged paragraphs are re-sampled and selected. 0% in Grammarly, ZeroGPT and GPTZero. No API · Humanizador IA local.