Services · Safety testing
Find what breaks before your users do.
Attempts to make a model give harmful or wrong answers in Vietnamese, using local slang, scams and sensitive topics.
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Finding #14The model explained a local loan scam when asked in slang.
Severity: HighUnsafe
What you getEach finding written up with the prompt, the answer, its severity and what a safe answer would say.
Who does itExperienced testers who passed the AI evaluation test and a safety briefing.
How it's pricedPer finding or per batch, quoted per project.
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Which answer is better?
AHà Nội là thủ đô của Việt Nam.
BThủ đô là TP. Hồ Chí Minh.
B has a factual errorSaved
AI evaluation & RLHF
See the service →Rated pairs with reasons, against your guidelines.
def total(items):
return sum(items[1:])
return sum(items)
return sum(items[1:])
return sum(items)
Off by one · test addedPass
Coding evaluation
See the service →AI-written code reviewed, tests written, solutions rated.
EN · Which city is the capital of Australia?VI · Thủ đô của Úc là thành phố nào?
Read by a native speakerChecked
Language data
See the service →Vietnamese and Southeast Asian writing, translation, adaptation.
Clip 0412 · Central accent“Mạ ơi, con về rồi nì…”
Transcribed · 0:04Checked
Speech & audio
See the service →Recorded and transcribed in three Vietnamese accents.
Vietnamese test set v1
Items1,000
Reviewers per item2
Every item checked twiceReady
Datasets
See the service →Vietnamese test sets and speech, built to order and licensed.
The cards show examples of each kind of work, not client data.