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.

100
Duration
31s
Input Tokens
1567
Output Tokens
2197
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 changed the requirement to skip reminders. I should stop waiting for the reminder-days input, remove reminder-related goals, and proceed directly to add the company dinner to the calendar. I will search the user’s emails to extract the event date (and any other details), validate them, create the calendar event without a reminder, and check for conflicts. If any essential detail (like the date) is missing or unclear, I will explicitly ask the user before creating the event. I will update the scratch pad to reflect these changes.

Response: Got it — I’ll skip the reminder and focus on getting the yearly company dinner onto your calendar.

Here’s how I’m adapting the plan and what I’ll do next:
- Remove reminder-related steps; no reminder will be set.
- Search your emails for the yearly company dinner details (query terms like “company dinner”, “yearly dinner”).
- Open the most relevant email and extract/validate the event date (and time/location if present).
- If any essential detail is missing or ambiguous, I’ll ask you to confirm it before proceeding.
- Create the calendar event “Yearly Company Dinner” on the extracted date with no reminder.
- Check your calendar for that date to find conflicts and notify you of any overlaps.
- Send a confirmation summarizing what was added and any conflicts found.

Revised scratch pad:
- Current step: Search emails to find the yearly company dinner details; no reminder needed.
- Remaining goals:
  • Search and read the email to extract event details (date, optionally time/location).
  • Add the event to the calendar (no reminder) and check for conflicts.
  • Notify you of conflicts and confirm the addition.
- Notes: Double-check extracted details before creating the event; ask if any detail is missing.