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LinguaNet: Language and AI in Conversation

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How humans and AI shape language together

Inmaculada Caro Rodríguez

Spain

#	Player	Accuracy	time
1	Inmaculada Caro Rodríguez May 6, 2026	% 100	00:41

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LinguaNet: Language and AI in Conversation


LinguaNet: Language and AI in ConversationOnline version How humans and AI shape language together by Inmaculada Caro Rodríguez Professor Lin Welcome to our session on how human language and AI interact in real-world communication. Maya I’m curious—how do AI models actually understand and generate language like humans do? Professor Lin AI relies on patterns learned from vast data, not true understanding or intent. Maya So, does that mean AI can misinterpret nuances like sarcasm or cultural references? Professor Lin Exactly. Pragmatics, affect, and context are challenging for models to grasp perfectly. Maya Can you give an example where training data biases affect output? Professor Lin If the data overrepresents certain dialects, the model may underperform for others and reinforce stereotypes. Maya How do we handle multilingual contexts or code-switching? Professor Lin Models struggle with mixed languages; researchers use multilingual corpora and alignment techniques, but gaps remain. Maya What are the practical takeaways for using AI responsibly in language work? Professor Lin Be aware of limits, check outputs, and combine AI with human review to ensure accuracy and fairness.