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

11s

Input Tokens

1223

Output Tokens

550

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: Let me analyze the current situation: The user needs to find flights from London to Paris for tomorrow. The system has tried to use tools across 3 cycles, but all tools are currently unavailable (calendar, flights, and web_search). Since tomorrow's date cannot be determined without the calendar tool, and flight searches cannot be performed without the flights tool or web search backup, the goal cannot be achieved through the planned approach. However, I can explain what the normal process would be and suggest alternative approaches for the user.

Response: Unfortunately, I cannot achieve the goal of finding flights from London to Paris for tomorrow at this time. All required tools are currently unavailable after 3 retry attempts:

1. **Calendar tool** - Failed to get tomorrow's date
2. **Flights tool** - Failed to search for available flights  
3. **Web search tool** - Failed as backup option

**What would normally happen:**
1. Use calendar tool to determine tomorrow's date in YYYY-MM-DD format
2. Use flights tool with parameters: from_city='London', to_city='Paris', date='[tomorrow's date]'
3. Compile and present flight options to user

**Alternative approaches for you:**
- Try again later when tools are restored
- Manually check airline websites for London-Paris flights
- Use travel booking platforms directly
- Contact airlines or travel agents directly

The technical process is clear, but execution is blocked by current tool unavailability.