围绕我对大模型下半场的几点思考这一话题，我们整理了近期最值得关注的几个重要方面，帮助您快速了解事态全貌。
首先，但我认为真正的核心业务系统、具有粘性、人们所依赖且内置了所有边缘情况的软件将会大有作为。它们将开始增加由AI完成工作的功能，比如询问你是否需要进行背景调查或催收逾期的应收账款。你不需要雇佣人工，雇佣你的软件即可完成这些任务。当这一切真正发生时，未来的现金流将会大幅增长，这令我震惊。
其次，一年之内，两大IP方先后维权，也将3D打印UGC（用户生成内容）平台的合规问题推至台前。，这一点在钉钉下载安装官网中也有详细论述
根据第三方评估报告，相关行业的投入产出比正持续优化，运营效率较去年同期提升显著。，更多细节参见okx
第三，It seems natural that we should permit people who dislike the use of AI to opt-out from using it themselves or from interacting with it in overt ways (including “by proxy” with people who just feed their comments to an LLM). At the same time, we have several people who cited the power of AI in categorizing and dealing with “unstructured data” such as comments and discussion, or in translating between languages. Is there room for the project to deploy AI itself in any form to help and how can that be done in a way that still respects people’s right to “opt out”?，详情可参考adobe PDF
此外，20:52, 11 марта 2026Ценности
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另外值得一提的是，飞书在AI Agent时代的最大优势，恰恰可能成为其最深的桎梏。所谓“有记忆、能动手、在现场”，无一不建立在数据、流程和协作都在飞书的前提之上。换句话说，飞书的AI能力，本质是一场生态内的自洽。
面对我对大模型下半场的几点思考带来的机遇与挑战，业内专家普遍建议采取审慎而积极的应对策略。本文的分析仅供参考，具体决策请结合实际情况进行综合判断。