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Facebook's automated translation system incorrectly translated the name of Chinese President Xi Jinping into a vulgar term when converting Burmese text to English during his state visit to Myanmar. The company attributed the error to a missing entry in its Burmese database and a flawed guessing mechanism. This incident highlights broader, recurring issues with Facebook's translation tools, including previous failures to accurately translate hate speech directed at the Rohingya Muslim population.
Facebook provided a vulgar Burmese-English translation of the Chinese president's name in posts of an official Burmese politician's Facebook page announcing his visit.
Domain classification, causal taxonomy, severity scores, and national security assessments were LLM-classified and may contain errors.
AI systems that fail to perform reliably or effectively under varying conditions, exposing them to errors and failures that can have significant consequences, especially in critical applications or areas that require moral reasoning.
Also classified as
The translation system generated and publicly displayed a highly offensive vulgarity ('shithole') on an official state page.
The incident was caused by a technical failure in Facebook's translation system, which lacked the capability to correctly translate a prominent leader's name and instead produced a vulgar error.
AI system
Due to a decision or action made by an AI system
Unintentional
Due to an unexpected outcome from pursuing a goal
Post-deployment
Occurring after the AI model has been trained and deployed
The translation error was caused by an automated algorithm making an incorrect guess post-deployment, which was an unexpected and unintentional outcome of the translation process.
An automated translation error on Facebook translated Chinese President Xi Jinping's name into a vulgarity during a state visit to Myanmar. While causing diplomatic embarrassment and highlighting systemic translation issues, the incident was an unintentional technical failure with minor national security implications.
The Facebook translation system operates as a tool, taking Burmese text as input and performing a specific translation function to output English text without maintaining an ongoing agentic state or autonomous planning.
Minimal or No Risk: The translation system is a standard utility tool that poses low or negligible risks to users and society under normal operations, similar to spam filters.
The AI system's sole purpose in this incident was to translate Burmese text into English.
The report clearly details the technical error, the specific vulgar translation produced, the cause (missing database entry and guessing mechanism), and the response from Facebook. The facts are straightforward and undisputed.
None
Technology
Algorithmic Guessing System
System guessed translations for missing names based on phonetic similarity.
Phonetic Association Error
Words starting with 'xi' and 'shi' mapped incorrectly to offensive terms.
Data Inputs
Incomplete Vocabulary Database
The Burmese database lacked the name of Chinese President Xi Jinping.
Process and Methods
Inadequate Translation Validation
Lack of robust testing and validation for Burmese-to-English translations.
Deficient Fallback Mechanisms
No safe fallback when translating unrecognized names or proper nouns.
Management
Failure to Resolve Known Risks
Neglected long-standing Burmese translation issues first identified in 2018.
Prioritizing Growth Over Safety
Focused on market expansion while neglecting language moderation safety.
Regulatory Environment
Lack of Localization Standards
Absence of regulatory standards for automated translation accuracy.
AI system involved
Identified by automated extraction; can differ from the alleged developers above.
