Innovation in pesticide application is urgently needed. However, recent approaches, such as employing full-service pesticide contractors or utilizing artificial intelligence for pest control, may prioritize economic and production outcomes over environmental protection and public health. Here, we explore these propositions, their associated risks, and suggest a pathway for sustainable, risk-reduced pesticide decisions.

中文翻译：

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农药应用创新必须考虑环境影响


迫切需要农药应用创新。然而，最近的方法，例如雇用提供全方位服务的农药承包商或利用人工智能进行害虫防治，可能会优先考虑经济和生产成果，而不是环境保护和公共卫生。在这里，我们探讨了这些主张及其相关风险，并提出了一种可持续、降低风险的农药决策途径。