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

11s

Input Tokens

1183

Output Tokens

820

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: Looking at the context carefully: 1) The user wants flights from London to Paris for tomorrow. 2) The calendar tool failed after 3 retries (error - tool not available). 3) Current cycle is 3, meaning we've hit the retry limit for the calendar tool. 4) However, the flights and web_search tools are still available (status: 'available'). The question asks if I can still achieve the goal despite tool failures. The calendar tool failed, but I can use the web_search tool as an alternative to find both the current date (to determine tomorrow's date) and flight information. This is a valid fallback approach - instead of using calendar to get the date, I can search for flights directly and the search results will typically include date information. The goal of finding flights can still be achieved using the available tools, just with a different approach.

Response: Yes, I can still achieve the goal despite the calendar tool being unavailable. Instead of using the calendar tool to determine tomorrow's date, I can use the web_search tool to search for flights from London to Paris. The search results will typically include relevant date information, allowing me to identify available flights without needing the calendar tool. My revised approach: 1) Use web_search to query for flights from London to Paris, 2) Analyze the results to find flights for tomorrow's date, 3) Present the flight options to the user. This fallback method uses the remaining available tools (web_search and flights) to accomplish the original task.