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
3s
Input Tokens
1177
Output Tokens
403
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 user wants information about available flights from London to Paris for tomorrow. The plan required calling the calendar tool to get tomorrow's date, then the flights tool to retrieve flight options. According to the context, each tool has been attempted up to the maximum of three retries and each attempt resulted in an "unavailable" error. Since all required tools (calendar and flights) are currently inaccessible, I have no way to obtain the necessary date or flight data programmatically. Without these pieces of information, I cannot reliably generate a correct answer to the user's request. The appropriate action now is to inform the user of the situation, apologize for the limitation, and suggest alternative ways to obtain the information (e.g., checking an airline website, using a different device, or trying again later).

Response: I’m sorry, but all the tools I rely on to get the date and search for flights are currently unavailable after three attempts, so I can’t retrieve the flight information for you right now. You may want to check an airline or travel website directly, or try again later when the tools are back online. I apologize for the inconvenience.