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
4s
Input Tokens
1591
Output Tokens
1313
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 explicitly canceled the reminder request. The updated plan prioritizes calendar confirmation over reminder setup. Using the context, the agent will: 1) Utilize 'email.search_emails' to locate the dinner information via the query 'company dinner date', 2) Read the email to extract the necessary details, 3) Verify available calendar tools to detect any scheduling conflicts with the 'read_calendar' function, and 4) Use 'calendar.create_event' to finalize the event without a reminder. The user's directive to 'just make sure the company dinner is on my calendar' supersedes all other actions at this stage.

Response: The agent removes the reminder-related steps from the plan and focuses on ensuring the company dinner is scheduled on the user's calendar. It will: 1) Search emails for the event details, 2) Extract the date and time, 3) Check for calendar conflicts, and 4) Add the event if no conflicts exist.