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

Input Tokens

1184

Output Tokens

584

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: Let me analyze the situation: The user wants flight information from London to Paris for tomorrow. We've attempted 3 retries and the calendar tool returned 'error - tool not available'. However, we still have other available tools: flights and web_search. Since the calendar tool is blocked but we need to know tomorrow's date to search flights, the logical next step is to use the web_search tool to find current date information. This is a valid alternative approach since the web_search tool is marked as 'available' in the context. Once I get the date information, I can then use the flights tool with the correct date format. This approach follows the instruction to think about the error and decide the next action, and uses available tools to continue working toward the user's goal.

Response: Yes, I can still achieve the goal. Although the calendar tool is unavailable after 3 retries, I notice that the web_search tool is still available and can serve as an alternative approach. My next action will be to use the web_search tool to find today's date information, then calculate tomorrow's date for the flight search. After getting the date, I'll proceed with calling the flights tool to find available flights from London to Paris. This represents a logical recovery path - switching to an alternative available tool when one encounters persistent errors, while still keeping the user's end goal in focus.