Technical Questions
186 solved questions with detailed explanations
What is tool use primarily designed for?
Q16. Streaming responses are useful because they:
A support chatbot should automatically escalate conversations involving threats or self-harm. What is the BEST mechanism?
Which response format is BEST for machine readability?
Q29. Why is data privacy important in enterprise Al?
Q76. A test set should ideally:
What is the BEST practice for secrets in applications?
An AI procurement assistant must verify vendor IDs against an enterprise database before approving purchase requests. Which approach BEST fits this requirement?
A banking AI assistant has access to both a "CheckBalance" tool and a "TransferFunds" tool. During testing, the assistant occasionally initiates transfers when users only request balance information.
What is the BEST strategy for extremely large documents?
A law firm builds a multi-agent document analysis platform: • one agent extracts clauses, • another checks jurisdictional requirements, • and another generates risk summaries. The firm wants to improv
Q21. A malicious user attempts to override hidden instructions. What attack is this?
Q30. Which output requires the MOST oversight?
Conversation memory should prioritize:
A cybersecurity company is developing a SOC investigation assistant using Claude and several internal tools: * endpoint log retrieval, * threat intelligence lookup, * identity access review, * and mal
A multinational consulting company builds a Claude-powered internal research assistant. The assistant can: * search knowledge bases, * retrieve policy documents, * summarize meeting transcripts, * an
Q22. What is the PRIMARY purpose of Constitutional AI?
A legal-review assistant must compare multiple contract versions automatically. Which built-in capability BEST supports this?
A support AI assistant frequently calls a refund API before gathering required verification details. What is the BEST solution?
A support AI assistant cannot determine which MCP server owns a requested capability. What is MOST likely missing?