38Our general-purpose assistant handles 100 million messages a week. Design how it responds when a user may be in crisis.▼hardNewOpenAIAnthropic◆ premiumAt a 0.05% base rate, a classifier that is right 99% of the time on safe messages still flags about twenty people who are fine for every one in danger. Build a ladder of responses that each fit their error rate.Practise this question →Read answer →
19Our assistant forgets instructions and contradicts itself in long conversations. Why, and what do you change?▼hardNewOpenAIAnthropicNotion◆ premiumA quality problem with a technical cause and a product solution. The strong answer explains why long contexts degrade and designs conversation management rather than hoping a bigger window fixes it.Practise this question →Read answer →