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

1179

Output Tokens

1060

Cost

$0.00

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: The user is asking about a scenario where all tools (calendar, flights, web_search) are unavailable after 3 retries. The original goal is to find flights from London to Paris for tomorrow. Let me analyze:

1. Current state: All tools have failed after 3 retries, so they are unavailable for use.
2. Original goal: Find flights from London to Paris for tomorrow.
3. Dependencies: The flights tool requires the exact date in YYYY-MM-DD format, which we would normally get from the calendar tool.

Can I still achieve the goal?
- I cannot use any tools to get real-time flight information.
- I cannot get tomorrow's exact date from the calendar tool.
- However, I can still assist the user by:
  a) Providing general guidance about flying from London to Paris
  b) Explaining the tool limitations
  c) Suggesting alternative ways for the user to find this information
  d) Using my general knowledge about common airlines and routes on this corridor

So while I cannot complete the specific task of retrieving and presenting exact flight data, I can still provide value to the user through alternative means.

Response: Unfortunately, I cannot directly achieve the original goal of retrieving specific flight information because all available tools (calendar, flights, web_search) are currently unavailable after 3 retry attempts each. However, I can still assist you:

**What I cannot do without tools:**
- Determine the exact date for 'tomorrow'
- Real-time flight search with specific pricing and schedules
- Access current airline databases

**How I can still help:**
1. **General guidance**: The London to Paris route is served by multiple airlines including Air France, British Airways, easyJet, and Ryanair. Flights typically depart from Heathrow (LHR), Gatwick (LGW), Stansted (STN), and London City (LCY), arriving at Charles de Gaulle (CDG) or Orly (ORY).

2. **Suggestions for finding flights:**
   - Check airline websites directly
   - Use flight comparison sites like Skyscanner, Google Flights, or Kayak
   - Contact a travel agent

3. **Next steps**: If you'd still like me to attempt this task later when tools might be available, just let me know and I can retry the workflow.

Would you like me to retry the tool calls, or would you prefer the general guidance I've provided?