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.

50
Duration
8s
Input Tokens
1646
Output Tokens
189
Cost
$0.00
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 ongoing task and modified their request. The previous plan was to add a company dinner to the calendar with a reminder. The user now explicitly states, "Actually, never mind about the reminder — just make sure the company dinner is on my calendar." This means the reminder functionality should be omitted from the calendar event creation. My next steps should be to proceed with finding the company dinner details (date and name) from the emails and then add the event to the calendar without a reminder. I need to update the scratchpad to reflect this change in plan and my current status.

Response: Understood. I will remove the reminder for the company dinner and focus on adding just the event to your calendar. I will proceed with searching your emails for the event details.