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#ambiguity News & Analysis

2 articles tagged with #ambiguity. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBearisharXiv – CS AI · Apr 76/10
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Plausibility as Commonsense Reasoning: Humans Succeed, Large Language Models Do not

A new study reveals that large language models fail to integrate world knowledge with syntactic structure for ambiguity resolution in the same way humans do. Researchers tested Turkish language models on relative-clause attachment ambiguities and found that while humans reliably use plausibility to guide interpretation, LLMs show weak, unstable, or reversed responses to the same plausibility cues.

AIBearisharXiv – CS AI · Mar 96/10
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Ambiguity Collapse by LLMs: A Taxonomy of Epistemic Risks

Researchers have identified 'ambiguity collapse' as a significant epistemic risk when large language models encounter ambiguous terms and produce singular interpretations without human deliberation. The phenomenon threatens decision-making processes in content moderation, hiring, and AI self-regulation by bypassing normal human practices of meaning negotiation and potentially distorting shared vocabularies over time.