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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

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Munir Laeha

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Open access Sep 2026

Not human, still social: Thai EFL learners’ willingness to communicate with ChatGPT

As generative artificial intelligence (AI) becomes increasingly used for second language speaking practice, willingness to communicate (WTC) (MacIntyre et al., 1998) needs to be understood not only in relation to task conditions, but also in relation to how learners experience AI as an interactional counterpart. This s...

N. Jindapitak, Munir Laeha · 1 citation

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