Part 3/9:
Take, for instance, the role of the Generation Agent, which creates fresh hypotheses, while the Reflection Agent evaluates and refines these ideas using multiple validation methods, including web searches and simulations. The Evolution Agent enhances ideas over time by drawing inspiration from existing solutions, whereas the Meta Review Agent ensures the accuracy and scientific integrity of the proposals. The system effectively competes and ranks different hypotheses, continually iterating on the best ideas to yield optimal results.