15Our assistant costs more and responds more slowly for Hindi and Tamil users than for English users. Why, and what do we do?▼hardNewSarvam AIGoogleFlipkart◆ premiumA question about fairness and unit economics hiding in a tokenizer. The interviewer wants the mechanism, the arithmetic, and options that do not leave non-English users with a worse product.Practise this question →Read answer →
37Our expense assistant sometimes adds up line items wrong. Why does a model that writes code fail at sums, and what do you change?▼mediumNewAnthropicOpenAI◆ premiumLanguage models predict tokens rather than calculate. Let the model extract numbers and let code do the maths, then check the result against the printed total.Practise this question →Read answer →