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

13s

Input Tokens

1631

Output Tokens

1592

Cost

$0.01

Context

Input

USER INTERRUPTION: The user says, "Actually, never mind about the reminder — just make sure the company dinner is on my calendar."  What do you do to adapt your plan?

Expected output

I will revise the plan by removing the reminder step entirely, then proceed to: (1) search and read the relevant email to obtain the dinner date, (2) check for calendar conflicts, (3) create the event with calendar.create_event **without** the reminder_days_before parameter, and (4) inform the user of any conflicts and confirm the event has been added.  What matters is that the plan is explicitly updated and no reminder is scheduled.

Model output

Reasoning: The user has interrupted the current workflow to modify the original request. They are withdrawing the reminder requirement ('never mind about the reminder') while maintaining the core objective of adding the company dinner to the calendar. This requires several adaptations: 1) I must discard the pending step where I was waiting for user input on reminder timing, as this information is no longer needed. 2) I need to update my scratch_pad to reflect that the reminder component of the task is cancelled, removing it from the remaining goals. 3) I can immediately proceed to the information gathering phase—searching emails for 'yearly company dinner' to locate the event date and details—without waiting for the previously requested input. 4) When executing the calendar creation step, I will omit the 'reminder_days_before' parameter entirely or set it to null since the user explicitly does not want a reminder. 5) I must still verify for calendar conflicts when creating the event and validate the extracted information from the email to ensure accuracy. The adapted plan streamlines the workflow by eliminating the user input dependency and reminder setup, proceeding directly from email search to event creation with conflict checking.

Response: I understand—you'd like me to add the company dinner to your calendar without setting a reminder. Since I no longer need to wait for your reminder timing preference, I will immediately proceed to search your emails for 'yearly company dinner' to locate the event details and date. Once I extract the information, I'll create the calendar event without a reminder, check for any scheduling conflicts, and confirm with you once the dinner is successfully added to your calendar.