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With the advancement of artificial intelligence technology, multi-agent systems are increasingly capable of handling complex tasks across various fields. These systems are composed of multiple specialized agents that collaborate to leverage their individual strengths and achieve common goals. Such collaboration excels in areas like complex reasoning, programming, drug discovery, and safety assurance, as the structured interactions between agents not only enhance problem-solving efficiency but also allow for mutual correction, thereby improving each agent's output. Research indicates that this collaborative approach often outperforms in tasks that require rigorous reasoning or fact verification.

The latest report reveals the deep concerns Americans have about their personal finances. 45% of Americans express worry about their financial situation, particularly regarding insufficient retirement savings (68%), rising living costs (56%), and debt management issues (45%). Meanwhile, 62% of American workers report that financial hardship has led to moderate to severe anxiety. Currently, inflation and rising living costs (62%) are the primary financial issues, followed by credit card debt (34%), housing costs (31%), and medical expenses (25%).