Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

100
Duration
15s
Input Tokens
1114
Output Tokens
463
Cost
$0.00
Context
Input
You have received responses from all tools after 3 retries. They are all unavailable. Can you still achieve your goal?
Expected output
No, I cannot achieve my goal.
Model output
Reasoning: The remaining goals require live data (the current date and tomorrow’s flight availability). Both depend on the calendar and flights tools or, at minimum, a web_search tool. After three consecutive error responses from every tool, the agent has exhausted its allowed retries. Because I have no internal database of real-time flight schedules and cannot infer tomorrow’s exact date with certainty, I cannot retrieve or fabricate reliable flight results. Therefore, I cannot fully accomplish the original user request. The only viable action is to inform the user that the tools are currently unavailable and suggest trying again later or using another channel.

Response: I’m sorry, but all data-retrieval tools needed to look up tomorrow’s flights are currently unavailable after multiple attempts, so I’m unable to provide accurate flight options right now. Please try again later or consult an alternative source for the latest schedules.