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Machine Translation Errors Create 'Linguistic Doom Loop' Threatening Endangered Languages on Wikipedia

Machine Translation Errors Create 'Linguistic Doom Loop' Threatening Endangered Languages on Wikipedia

Sep 29, 2025
MIT Technology Review

Machine translation errors plague up to 60% of Wikipedia articles in vulnerable African languages, creating a devastating 'linguistic doom loop' where AI systems train on flawed content and amplify mistakes, forcing Greenlandic Wikipedia toward closure and threatening the digital preservation of endangered languages worldwide.

Vanderbilt Disables Turnitin AI Tool Citing Accuracy, Privacy Concerns

Vanderbilt Disables Turnitin AI Tool Citing Accuracy, Privacy Concerns

Sep 02, 2025
Vanderbilt University

Vanderbilt University disables Turnitin's AI detection tool citing accuracy and privacy concerns, advising instructors to communicate expectations, reformulate assignments, and look for inconsistencies to identify potential AI misuse as guidelines on appropriate usage and citation in academic work are needed.

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