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

1827

Output Tokens

104

Cost

$0.00

Context

Input

Looking at the trajectory and the scratch pad, what is the next action?

Expected output

The task is complete, the agent process will end

Model output

Reasoning: The task has already been completed according to the trajectory and scratch pad. All required steps were executed successfully: the event was added to the calendar with a reminder set two days prior. There is no further action needed.

Response: The calendar event 'Yearly Company Dinner' has been successfully created for 2025-06-15 with a reminder set for two days before. No further action is required.