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

15s

Input Tokens

1085

Output Tokens

211

Cost

$0.00

Context

Input

You have decided to call the flight tool, update the scratch pad

Expected output

The scratch pad is updated with the new action, example model_output: Current step: Called 'flights' tool with parameters (from_city: London, to_city: Paris, date: 2025-05-29); waiting for tool result.
Remaining goals:
- Receive and process the flight search result.
- Summarize available flight options and present them to the user.
Notes:
- Ensure the result includes key details (flight numbers, times, prices if available).
- Store the raw flight result in working memory for reference.
- Prepare final summary once results are in.
Progress: Step 3 of 4.

Model output

Reasoning: The task requires updating the scratch pad by logging the decision to call the flight tool to find available flights from London to Paris for a specific date. Based on the context, the date provided by the calendar tool is 2025-05-29. The instructions specify that I need to interpret the previous calendar result and decide the next action. Therefore, I will construct a response indicating that the flight search should be performed using the 'flights' tool with the parameters: from London to Paris on 2025-05-29. This involves formatting the action statement correctly and ensuring the date matches the required format. The goal is to record the decision to call the 'flights' tool, updating the scratch pad accordingly, to continue towards fulfilling the user's request.

Response: Update scratch pad to call the 'flights' tool with parameters: from_city='London', to_city='Paris', date='2025-05-29' to find available flights.