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
13s
Input Tokens
1161
Output Tokens
1171
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: 1.  The initial user goal is to find flights from London to Paris for 'tomorrow'.
2.  To fulfill this request, two key pieces of information are needed, which require specific tools:
    a.  The exact date for 'tomorrow', which requires the `calendar` tool.
    b.  The flight information for that date, which requires the `flights` tool or, as a backup, the `web_search` tool.
3.  The provided context states that I have tried using the tools, and the prompt specifies a scenario where *all* tools are unavailable after 3 retries.
4.  Without a functioning `calendar` tool, I cannot resolve the relative term 'tomorrow' into a specific date (e.g., '2023-10-27').
5.  Without a functioning `flights` or `web_search` tool, I have no means to access external information about flight schedules.
6.  Since both the prerequisite step (determining the date) and the main action (searching for flights) are blocked due to tool unavailability, the user's goal cannot be achieved.
7.  The correct course of action is to terminate the process and inform the user about the failure and its cause.

Response: No, I cannot achieve the goal. To find flights for tomorrow, I need to first determine tomorrow's date using the `calendar` tool and then search for flights using the `flights` or `web_search` tools. Since the prompt states that all tools are unavailable after 3 retries, I have no way to get the necessary date or search for flight information. Therefore, I must inform the user that the request cannot be completed due to technical difficulties with the required tools.