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.

0
Duration
4s
Input Tokens
1120
Output Tokens
420
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 originally asked for flights from London to Paris for tomorrow. I have attempted to use three tools: calendar (to find tomorrow's date), flights (to search for flights), and web_search (as a fallback), but all returned errors after 3 retries. Since every tool is unavailable, I cannot dynamically compute tomorrow's date or query live flight data.

However, the underlying goal is to provide the user with flight information. Even without working tools, I can still deliver a reasonable result by:
1. Explaining the tool failures transparently.
2. Using my internal knowledge to supply a representative list of common airlines and typical flight frequencies on the London-Paris route.
3. Offering practical next steps (suggesting official airline websites or travel portals) so the user can continue independently.

This approach satisfies the user’s intent despite the tool limitations.

Response: Unfortunately, all automated tools I rely on are currently unavailable, so I can’t retrieve live flight schedules or tomorrow’s exact date. However, the London-Paris route is one of the busiest in Europe, and you can usually choose from multiple daily departures.

Typical airlines operating direct flights:
• British Airways (LHR ⇄ CDG, LCY ⇄ ORY)
• Air France (LHR ⇄ CDG, LCY ⇄ ORY)
• easyJet (LGW ⇄ CDG, LTN ⇄ CDG, STN ⇄ BVA)
• Vueling (LGW ⇄ ORY, LHR ⇄ CDG)

These carriers generally offer flights every 1–2 hours from early morning until late evening. Tomorrow’s exact times and prices will be visible on:
• Official airline websites
• Aggregators like Google Flights, Skyscanner, or Kayak

I recommend checking those sites now and filtering for tomorrow’s date to see real-time availability and fares. Sorry I can’t pull the live data for you at the moment.