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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Luciana Oliveira

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Review Open access Jul 2026

From Human to Hybrid: Artificial Intelligence and the Transformation of Language Services

Overall, the study suggests that, from the perspective of the surveyed professionals, AI is contributing to the reconfiguration of language-service practices, while reinforcing the continued importance of human judgement, linguistic expertise, ethical responsibility, and critical engagement with AI-generated outputs.

C. Tavares, Luciana Oliveira, Rosalinda Neves · 0 citations

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