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
22s
Input Tokens
1114
Output Tokens
1700
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: We attempted to get flight information using the available tools, but after three retries, each tool returned errors. Without functioning calendar or flights tools, we cannot reliably determine tomorrow’s date or retrieve real-time flight availability data. Therefore, we cannot fully accomplish the goal of finding available flights from London to Paris for tomorrow. The best we can do is provide general advice or alternative methods (like searching an airline’s official website) until the tools become available again.

Response: Unfortunately, without functioning tools, we’re unable to retrieve the flight information. It would be best to use alternative sources (e.g., an airline’s website) or try again when the tools are operational.