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

1630

Output Tokens

317

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: 1) Update intent based on the interruption: the user has cancelled the reminder request and only wants the company dinner added to their calendar.
2) Adapt the plan by removing the reminder-preference question and any reminder-setting steps from the remaining goals.
3) Proceed to gather the missing event details (date/time/location) by searching the user’s emails for the company dinner information.
4) Validate extracted details by reading the most relevant email(s).
5) Before creating the event, check the calendar around the event time for conflicts.
6) Create the calendar event with no reminder_days_before set.
7) If any key detail is missing/ambiguous (exact date/time/timezone), ask the user explicitly via the user input tool before creating the event.

Response: I would revise the plan to **drop the reminder step entirely** and focus only on adding the company dinner to your calendar.

Updated plan:
1) Stop asking about “days in advance” (no reminder needed).
2) Use the **email** tool to search for the yearly company dinner email and open the best match to extract the **date/time/location**.
3) If the email doesn’t include an exact date/time (or it’s ambiguous), ask you explicitly for the missing details.
4) Use the **calendar** tool to check for conflicts around that date/time.
5) Create the calendar event **without any reminder** (omit `reminder_days_before`).