In a single-document pilot, a four-agent LLM translation workflow scored higher on adequacy and fluency than DeepL or Google Translate for English-Spanish legal text, but the result lacks statistical support and a single-agent baseline.
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Are AI agents the new machine translation frontier? Challenges and opportunities of single- and multi-agent systems for multilingual digital communication
In a single-document pilot, a four-agent LLM translation workflow scored higher on adequacy and fluency than DeepL or Google Translate for English-Spanish legal text, but the result lacks statistical support and a single-agent baseline.