谷歌用 Gemini 3.1 Flash-Lite 证明了，在海量 B 端流转中，极低的成本和可控的推理速度是敲开企业大门的硬通货。而 OpenAI 则试图通过 GPT-5.3 的交互降噪与 5.4 的状态记忆，将 AI 从“外挂工具”变成无缝嵌入人类工作流的隐形基础设施。
So AI leaders might consider dialing back the revolution and instead focus on turning out products and services today that push us into new territory at a human pace. Map out a journey into the future for us that we can buy into without feeling threatened – or risk more pushback from the public and, eventually, policymakers.
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The smart police station is part of a broader move to change how citizens interact with the state.
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