Technical Questions
186 solved questions with detailed explanations
Q18. Which statement about LLMs is TRUE?
A company wants all Claude-generated customer emails scanned for prohibited language before sending. Which enforcement pattern is BEST?
Q5. What does chain-of-thought prompting encourage?
Which retrieval strategy combines keyword and semantic search?
A healthcare assistant must ensure PHI remains within regional infrastructure boundaries. Which MCP configuration is MOST appropriate?
Q26. A healthcare chatbot should NEVER:
Q74. Human evaluation is valuable because:
Q11. What is a context window?
A customer-support workflow requires Claude to schedule meetings automatically. Which tool category is MOST suitable?
An enterprise chatbot occasionally produces outputs not matching the required JSON schema. Which solution is MOST reliable?
What improves agent reliability?
A financial assistant incorrectly uses a “CloseAccount" tool during informational conversations. Which tool-description improvement is MOST effective?
A cybersecurity assistant must never execute destructive infrastructure commands automatically. What is the BEST safeguard?
An internal HR assistant accesses sensitive employee data. What is MOST important?
Sliding window techniques help by:
Q25. Bias mitigation primarily focuses on:
Q98. Which workflow MOST benefits from multi-agent systems?
A legal AI assistant must only use contract-signing tools after final review approval. What should the tool description emphasize?
Q3. A prompt contains: <instructions>Summarize in bullet points</instructions>. What is the main purpose of using XML tags?
An enterprise orchestration workflow requires tools to produce machine-readable outputs consistently. What should tool descriptions include?