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.

Input Tokens

45938

Output Tokens

5677

Duration

113588.372

Cost

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 previous plan by saying 'never mind about the reminder' and instructing me to 'just make sure the company dinner is on my calendar'. I need to adapt my plan accordingly. My original plan involved asking for reminder days, searching emails for the event date, reading the email for details, adding the event to calendar with a reminder, checking for conflicts, and notifying the user. Now, the reminder aspect is no longer needed. I should focus on: 1) Searching emails to find information about the company dinner and extract the event date, 2) Adding the event to the calendar without setting any reminder (since the user explicitly said 'never mind about the reminder'), 3) Checking for calendar conflicts, and 4) Notifying the user of completion. I should proceed with searching emails first to get the necessary event details.

Response: I will adapt my plan by removing the reminder-related steps. I'll proceed to search emails for information about the yearly company dinner to find the event date and details, then add the event to the calendar without any reminder, check for conflicts, and notify you once completed.