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.

Duration

27s

Input Tokens

1204

Output Tokens

1101

Cost

$0.01

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 user's goal is to find available flights from London to Paris for tomorrow. To do that, I need to determine 'tomorrow' using the calendar tool, and then search flights using the flights tool. If all tools are unavailable after 3 retries each, I am unable to execute any of these steps. I have no access to external information. Therefore, I cannot achieve the goal of providing flight information to the user. The only possible action left is to communicate this failure to the user, which still partially addresses the user's request by providing an update.

Response: No, I cannot achieve the goal of finding flights from London to Paris for tomorrow because all available tools (calendar, flights, web_search) are currently unavailable after maximum retries. I would need to inform the user that I am unable to complete the request and suggest trying again later or using alternative means.