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

53302

Output Tokens

5628

Duration

183626.217

Cost

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: After carefully analyzing the context, I can see that multiple tool calls (calendar, flights, web_search) have been attempted and all have returned unavailable status after 3 retries. This means I cannot complete the original task of finding flights from London to Paris through the standard automated tools.

In this scenario, my goal is to still help the user find flight information. Since the tools are unavailable, I will need to provide alternative guidance:

1. Despite tool failures, the user's original request for flight information is still valid
2. The best course of action is to offer manual guidance and alternative methods
3. I will craft a response that helps the user find flight information through other means

Key points to communicate:
- Tools are currently unavailable
- Recommend manual flight search methods
- Provide general advice for finding flights

Response: I apologize, but our automated tools are currently unavailable. To find flights from London to Paris for tomorrow, I recommend the following alternative methods:

1. Use online travel websites like:
   - Skyscanner
   - Kayak
   - Expedia
   - Google Flights

2. Check directly with airlines that operate this route:
   - British Airways
   - Air France
   - EasyJet
   - Ryanair

3. Contact a travel agent who can help you find available flights

Please note the specific details you'll need for your search:
- Departure City: London 
- Arrival City: Paris
- Travel Date: Tomorrow's date

When searching, consider checking multiple sources to compare prices and availability.