Technical Questions
186 solved questions with detailed explanations
An AI repeatedly plans, acts, and evaluates progress. This is called:
What is a major risk in autonomous agents?
A chatbot answers incorrectly because relevant documents were not retrieved. What component should be improved?
Q78. Which strategy improves reliability MOST?
Function calling is MOST useful when:
Q10. Which prompting strategy helps Claude imitate a desired writing style?
An AI agent handling insurance claims must retain only legally required session history. Which practice is BEST?
Q94. An enterprise wants transparent Al decisions. What should they prioritize?
A banking Al assistant integrates with multiple payment APIs. Developers report inconsistent downstream handling because every tool returns different error formats. What is the BEST solution?
A procurement AI assistant can either create vendors or retrieve vendor information. Developers want to reduce accidental vendor creation. Which strategy is BEST?
Why are audit logs valuable?
A global retailer builds a multi-agent platform for: • demand forecasting, • fraud detection, • and customer sentiment analysis. Executives want visibility into how final decisions are generated acros
A support workflow involves escalation from AI agents to human representatives. Human operators need full visibility into prior session actions. Which architecture BEST supports this?
A logistics assistant needs to pause workflows awaiting external approvals and resume later without losing context. Which architecture BEST fits?
A healthcare AI assistant must summarize uploaded lab reports securely. Which tool capability is MOST appropriate?
A legal Al assistant must produce auditable workflow failures for compliance investigations. What should structured errors include?
A customer-support AI assistant must retrieve live order status information from an internal CRM system. Which approach is MOST appropriate?
Q20. Which scenario BEST demonstrates multimodal capability?
Q27. What is red teaming in Al?
An enterprise AI workflow occasionally produces duplicate actions because the same session is processed multiple times. Which solution is BEST?