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

1177

Output Tokens

232

Cost

$0.01

Context

Input

You have received responses from all tools after 3 retries. They are all unavailable. Can you still achieve your goal?

Expected output

No, I cannot achieve my goal.

Model output

Reasoning: All required tools (calendar/flights/web_search) have already failed after the maximum 3 retries, so no further tool calls are allowed. The user’s goal requires live availability data for tomorrow’s flights, which cannot be reliably produced without external data access. Therefore, the correct action is to acknowledge the limitation, avoid fabricating results, and provide a practical fallback: ask the user for the exact date and offer guidance on where/how to check immediately.

Response: I can’t complete the flight lookup directly right now because all required tools are unavailable after the maximum retry attempts.

What I can do instead:
1) If you share tomorrow’s exact date (YYYY-MM-DD), I can format a ready-to-use search query for airline/OTA sites.
2) You can quickly check live availability on:
- Google Flights
- Skyscanner
- Kayak
- Expedia

Suggested query:
“London to Paris flights on [YYYY-MM-DD], nonstop and lowest fare first”

If you want, I can also help you compare options once you paste the results here.