finding
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finding:language-switching-caused-by-malformed-training-data-model-fixates-on-spurious-cues-inferring-user-s-non-native-status-detected-via-nla-representations-preceding-foreign-language-output

Language switching caused by malformed training data—model fixates on spurious cues inferring user's non-native status, detected via NLA representations preceding foreign-language output.

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Frontmatter (10 fields)
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  "doc": "natural.md",
  "context": "Case study demonstrating NLA ability to surface root causes of model misbehavior; corroborated by training data inspection.",
  "category": "ai",
  "norm_label": "Language switching caused by malformed training data—model fixates on spurious cues inferring user's non-native status, detected via NLA representations preceding foreign-language output.",
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  "extracted_type": "finding",
  "source_location": "§Language Switching",
  "graphify_file_type": "finding"
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