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If you’re planning a trip to Berlin and looking for recommendations on things to do, ChatGPT is a reliable option. It can suggest restaurants, bars, museums, and parks that may interest you. However, if you ask ChatGPT to plan your entire trip, including the order of sights to see, travel details, dining options within a budget, it may not be able to meet your expectations.

To overcome this challenge, multi-agent systems (MAS) can be utilized. These teams of large language models collaborate with each other and can assign tasks to each other effectively. They build on one another’s work and solve complex problems with sophisticated reasoning abilities and mathematical skills beyond the capabilities of standalone models.

By working together as a team, these AI models demonstrate their reliability in generating accurate information without relying on constant human intervention. This collaborative approach shows promise in handling complex tasks that require a combination of skills and knowledge.

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