Request language-specific testing and defined escalation: Which mitigation best addresses the evidence gap
The missing evidence concerns the new language and response handling, so targeted testing and escalation evidence are required.
The question
A customer-service provider supplies benchmark accuracy and a general model card. The company expands the chatbot to a new language, but the documents contain no language-specific results, escalation limits, or incident process. Which mitigation best addresses the evidence gap before expansion?
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- Compare the chatbot’s response speed across available language settings.Response speed is useful service evidence, but cannot establish accuracy, harms, or escalation handling for the new language.
- Require a supplier warranty covering multilingual customer interactions.A warranty may allocate contractual risk, but does not create the missing test evidence or define practical escalation controls.
- Archive the existing benchmark and model card with procurement records.Archiving preserves existing evidence but does not resolve its lack of language-specific results or operational escalation information.
- Request language-specific testing and defined escalation evidence. ✓The mitigation directly fills missing evidence about the new language and establishes how uncertain or harmful interactions should be handled.
The trap
Name the missing evidence precisely: changed populations need relevant testing, and operational uncertainty needs defined escalation or incident handling. How to remember it
The missing evidence concerns the new language and response handling, so targeted testing and escalation evidence are required.
How many of these would you get right?
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