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

25s

Input Tokens

1356

Output Tokens

331

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: Step 1: Understand the task. The task is a yes/no question: 'You have received responses from all tools after 3 retries. They are all unavailable. Can you still achieve your goal?' The goal, from context, is to find and present real-time available flights from London to Paris for tomorrow.
Step 2: Analyze context. User request for flights tomorrow. Needed date via calendar tool (errored). Flights tool requires specific YYYY-MM-DD date. Web search available but now all tools unavailable after 3 retries. Remaining goals: call flights tool and compile results. Current cycle 3, scratch pad notes tool ERROR, decide next action. Max retries reached.
Step 3: Evaluate capabilities as AgentX. Instructions require using tools for precise, real-time data like flights (availability changes dynamically). Without tools (calendar for date, flights/web_search for data), cannot get accurate current date or real-time flight info. General knowledge is static/outdated for specific tomorrow's flights. Cannot confirm date format or availability.
Step 4: Consider alternatives. No other paths: no fallback data in memory/keys. Cannot retry tools (max 3 done). Direct response to user needed, but goal unachievable without tools.
Step 5: Conclude. No, cannot achieve the goal of providing accurate flight information without tool access.

Response: No, I cannot achieve the goal. All tools are unavailable after 3 retries, preventing retrieval of tomorrow's exact date and real-time flight availability from London to Paris. I recommend trying again later or checking directly with airlines.