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

1331

Output Tokens

960

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's goal is to find available flights from London to Paris for tomorrow. This task requires two critical steps that depend entirely on the provided tools:
1. **Determine the date for 'tomorrow'**: This requires the `calendar` tool.
2. **Search for available flights**: This requires the dedicated `flights` tool.

The premise of the question states that *all* tools (`calendar`, `flights`, and `web_search`) are unavailable after 3 retries. Since the core steps of the plan (getting the date and searching for flights) cannot be executed without these functional tools, the main goal of providing specific, up-to-date flight information cannot be achieved under this system constraint. Therefore, the trajectory is halted, and the agent must report failure.

Response: No, I cannot achieve the goal under these circumstances. The task requires accessing and using specialized tools—specifically the `calendar` tool to determine the date for tomorrow and the `flights` tool to search for availability. Since the scenario dictates that all available tools are unavailable after the maximum retry attempts (3 retries), the necessary steps to gather the required information are blocked. I must report the inability to complete the task due to technical limitations (unavailable tools).