模型免费、推理翻倍：Gemini 3 Flash炸场，发放智能体时代的入场券

\u003cdiv class=\"rich_media_content\"\u003e\u003csection data-mpa-template=\"t\" mpa-paragraph-type=\"ignored\"\u003e\u003csection data-pm-slice=\"3 5 []\" mpa-from-tpl=\"t\" mpa-paragraph-type=\"ignored\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px 0px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003e\u003c!--IMG_0--\u003e\u003cimg class=\"rich_pages wxw-img\" data-src=\"\" style=\"\" data-aigc-mark=\"0\"/\u003e\u003cimg class=\"rich_pages wxw-img\" data-src=\"\" style=\"\" data-aigc-mark=\"0\"/\u003e\u003c/span\u003e\u003c/span\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"background-color: rgb(0, 0, 0) !important; background-image: url(\u0026#34;https://inews.gtimg.com/om_bt/Ou2SYLWmOvQ5TjtQaE-owSoKWfMT_9xBH8RrjiM38MzSMAA/0\u0026#34;); background-position: 100% 100%; background-repeat: no-repeat; background-size: 100%; clear: both; color: rgb(255, 255, 255); font-size: 15px; letter-spacing: 0.3px; line-height: 1.8em; margin: -0.6em 8px 2em; min-height: 1em; padding: 25px 18px 18px; text-align: justify\"\u003e\u003cspan leaf=\"\"\u003eAI竞技场开始清场。\u003c/span\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"clear: both; color: rgb(0, 0, 0); font-size: 17px; letter-spacing: 1px; line-height: normal; margin-left: 8px; margin-right: 8px; margin-top: 25px; min-height: 1em; text-indent: 0em\"\u003e\u003cstrong mpa-font-style=\"mja3f586o8u\" mpa-from-tpl=\"t\" style=\"color: rgb(55, 84, 116); font-size: 16px; text-indent: 0em\"\u003e\u003csection\u003e\u003cspan leaf=\"\" style=\"color: rgb(55, 84, 116); font-size: 16px; letter-spacing: 1px\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/section\u003e\u003cspan leaf=\"\"\u003e作者｜徐珊\u003c/span\u003e\u003c/strong\u003e\u003cstrong mpa-from-tpl=\"t\" style=\"color: rgb(55, 84, 116); font-size: 16px; text-indent: 0em\"\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"clear: both; color: rgb(0, 0, 0); font-size: 17px; letter-spacing: 1px; line-height: normal; margin-left: 8px; margin-right: 8px; min-height: 1em; text-indent: 0em\"\u003e\u003cstrong mpa-font-style=\"mja3f586tq9\" mpa-from-tpl=\"t\" style=\"color: rgb(55, 84, 116); font-size: 16px; text-indent: 0em\"\u003e\u003c/strong\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cp data-pm-slice=\"0 0 []\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan mpa-font-style=\"mj9pmxu4qpl\" style=\"\"\u003e\u003cspan data-pm-slice=\"1 1 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;p\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;style\u0026#34;:\u0026#34;margin: 48px 8px 25px;text-align: justify;color: rgb(0, 0, 0);letter-spacing: 1px;font-size: 16px;line-height: 1.75;\u0026#34;,\u0026#34;mpa-paragraph-type\u0026#34;:\u0026#34;body\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;},\u0026#34;node\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;span\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;mpa-font-style\u0026#34;:\u0026#34;mj9pmxu4qpl\u0026#34;,\u0026#34;style\u0026#34;:\u0026#34;font-family: Optima-Regular, PingFangTC-light;\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" leaf=\"\"\u003e就在刚刚，谷歌再次扣动扳机，正式推出了 Gemini 3 Flash。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e这是继 Gemini 3 Pro 之后的又一次暴力输出。没有预告，没有任何铺垫，谷歌直接宣布 Gemini 3 Flash 现已成为 Gemini 应用中的默认模型，全面取代 2.5 Flash。这意味着，\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e全球\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: bold\" textstyle=\"\"\u003e数亿用户无需支付任何费用，就能立刻体验到 Gemini 3 系列模型的推理能力。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e如果说 Gemini 3 Pro 是为了尽情发挥 AI 算力的优势，那 Gemini 3 Flash 则打破了「高智」、「低成本」与「响应快」之间的不可能三角。\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e打开 Model Card，我们看到一组令人惊讶的数据：在评估编码代理能力的权威基准测试 SWE-bench Verified 中，Gemini 3 Flash 的得分高达 78%。这不仅把此前的 2.5 系列远远甩在身后，甚至在部分领域，比如说逻辑深度上还反超了自家老大哥 Gemini 3 Pro。更离谱的是，在提供这种「碾压级」性能的同时，它的价格竟然不到 \u003c/span\u003e\u003cspan data-pm-slice=\"1 1 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;p\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;style\u0026#34;:\u0026#34;margin: 24px 8px; text-align: justify; color: rgb(0, 0, 0); letter-spacing: 1px; font-size: 16px; line-height: 1.75em;\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003eGemini\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e 3 Pro 的四分之一。\u003c/span\u003e\u003c!--MID_AD_0--\u003e\u003c!--EOP_0--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_0--\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e这可能不仅是等等党们在性价比上获得了胜利，更像是谷歌一场不讲道理的「肌肉秀」。\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e相对来说，Gemini 3 Flash 更适合一些需要高频、极速的开发工作场景，有了极低的延迟，Gemini 3 Flash 就可以以几乎实时的速度更新应用程序。与过去主打等待长时间响应不同，Gemini 3 Flash 反应，已经可\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e以成为在一个大规模复杂流中快速完成推理、纠错以及自我验证的「大脑」。\u003c!--AI_AD_1000--\u003e\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e而对于普通用户，谷歌扔出了另一个「王炸」：零门槛语音建站。这意味\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e着你不需要懂任何代码，只需要对着 Gemini 随口描述你的创意，Gemini 3 Flash 就能在几分钟内将那些零散的想法转化为一个功能齐全的应用程序。\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e尽管此前 Gemini 3 也能从一定程度上实现这一点，但有了 Gemini 3 Flash 后，价格成本更低，工作流更简便，时间成本也更低。目前，Gemini 3 Flash 的定价为每百万个输入 tokens \u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e 0.50 美元，每百万个输出\u003c/span\u003e\u003cspan data-pm-slice=\"1 1 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;p\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;style\u0026#34;:\u0026#34;margin: 24px 8px;text-align: justify;color: rgb(0, 0, 0);letter-spacing: 1px;font-size: 16px;line-height: 1.75em;\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003etokens 3 美元，音频输入价格仍为每百万个输入 tokens 1 美元。\u003c/span\u003e\u003c/p\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e从视频分析、数据提取到视觉问答，Gemini 3 Flash 配合搜索算法的迭代，也正在重新定义 AI 的响应极限。它目前已通过 Google AI Studio、Gemini API 和 Vertex AI 同步上线。谷歌这一波「快准狠」的发布宣告了，在大模型竞技场上，速度与智能的最后一道屏障，已被拆除。新王已至，且无处不在。\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"margin: 8px; text-align: center\"\u003e\u003c!--IMG_3--\u003e\u003c/section\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003eGemini 3 Flash 上线 Google AI Studio ｜图源：极客公园\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"margin-left: 8px; margin-right: 8px\"\u003e\u003cspan data-lark-record-data=\"{\u0026#34;rootId\u0026#34;:\u0026#34;BQb5dCpw7oktTvx1wzhc7oXOnph\u0026#34;,\u0026#34;text\u0026#34;:{\u0026#34;initialAttributedTexts\u0026#34;:{\u0026#34;text\u0026#34;:{\u0026#34;0\u0026#34;:\u0026#34;Gemini 3 Flash 上线 Google AI Studio 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data-lark-record-format=\"docx/text\"\u003e\u003c/span\u003e\u003c/section\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/p\u003e\u003csection data-mpa-action-id=\"mj9xdwki205y\" data-mpa-template=\"t\" mpa-data-temp-power-by=\"yiban.io\" mpa-from-tpl=\"t\"\u003e\u003csection data-mpa-template=\"t\" mpa-from-tpl=\"t\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(62, 62, 62); font-size: 16px; letter-spacing: 0.578px; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"display: flex; flex-flow: row; justify-content: center; margin-top: 10px; text-align: center\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"align-self: flex-start; display: inline-block; flex: 0 0 auto; height: auto; min-width: 10%; vertical-align: top; width: auto\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"isolation: isolate\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(45, 113, 214); font-size: 36px; letter-spacing: 0px; line-height: 1\"\u003e\u003cp style=\"clear: both; margin-left: 8px; margin-right: 8px; min-height: 1em\"\u003e\u003cspan mpa-font-style=\"mja3f58618hf\" style=\"\"\u003e\u003cem\u003e\u003cstrong mpa-from-tpl=\"t\"\u003e\u003cspan leaf=\"\"\u003e01\u003c/span\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/em\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"margin-top: -10px\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"background-color: rgb(254, 226, 0); display: inline-block; height: 10px; margin-left: 8px; margin-right: 8px; overflow: hidden; vertical-align: top; width: 44.9531px\"\u003e\u003csvg mpa-from-tpl=\"t\" style=\"float: left; line-height: 0; vertical-align: top; width: 0px\" viewBox=\"0 0 1 1\"\u003e\u003c/svg\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cp style=\"clear: both; color: rgba(0, 0, 0, 0.9); font-size: 17px; letter-spacing: 0.578px; margin-bottom: 24px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: center\"\u003e\u003cspan mpa-font-style=\"mja3f586h8c\" style=\"font-size: 17px\"\u003e\u003cstrong mpa-from-tpl=\"t\" style=\"letter-spacing: 1px\"\u003e\u003cspan style=\"color: rgb(0, 0, 0); font-size: 17px\"\u003e\u003cstrong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"color: rgb(0, 0, 0); letter-spacing: 0.578px\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-size: 17px\" textstyle=\"\"\u003e\u003c!--AIPOS_0--\u003e这一次，「轻量」不再意味着「妥协」\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003cp mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586ffp\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003eGemini 3 Flash 的发布，其核心价值并非仅仅是单纯的参数更迭，而是小模型也能在 Agent 核心能力上超越一些旗舰模型。在衡量智能体编码与长程工具调用的 SWE-bench 和 Toolathlon 测试中，Gemini 3 Flash 的得分不仅反超了自家老大哥 Gemini 3 Pro，甚至在特定维度上压制了 GPT 与 Claude 的顶级型号。\u003c/span\u003e\u003c!--MID_AD_1--\u003e\u003c!--EOP_1--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_1--\u003e\u003cp mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586ffp\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e这也可以看出，在需要频繁交互和快速反馈的自动化工作场景中，更短的推理链路和更高的指令遵循敏感度，或许会比庞大的参数规模更具实战价值。\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"margin-left: 8px; margin-right: 8px; text-align: center\"\u003e\u003c!--IMG_4--\u003e\u003c/section\u003e\u003cp mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586ffp\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003eGemini 3 Flash 在各项顶级基准测试中均展现出超高智能 | 图源：谷歌官网\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e当然，这也不一定说明参数大的模型已经没有了应用价值。虽然 Gemini 3 Flash 在 ARC-AGI-2 这种视觉推理谜题上实现了相较于 2.5 Pro 近 7 倍的提升，但在处理极其复杂的架构设计时，它与顶级 SOTA 模型之间仍存在一定的差距。这也意味着 Gemini 3 Flash 的定位并非全能，而是局部强化。\u003c/span\u003e\u003c/section\u003e\u003csection style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e但更重要的是，Gemini 3 Flash 通过将输入成本压低至 0.50 美元并配合大幅度的缓存优惠，为即将到来的智能体时代提供了更低的准入门槛，也创造了爆发的条件。要知道，可能一年前，想要获得这种博士级推理能力的代价很高，如今却可以几近免费使用。这也可以看出，大模型在技术同质化竞争下仍然是逃不脱价格战，而显然，目前谷歌在这一局中占尽了优势。\u003c!--AI_AD_1001--\u003e\u003c/span\u003e\u003c/section\u003e\u003csection style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e具体性能上，根据第三方分析基准测试，Gemini 3 Flash 运行速度达\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e到了 2.5 Pro 的整整 3 倍，逻辑进化配合极低的延迟，让其在处理高容量法律合同、提取定义条款等繁琐任务时，精准且迅速。\u003c/span\u003e\u003c/section\u003e\u003csection nodeleaf=\"\" style=\"margin-left: 8px; margin-right: 8px; text-align: center\"\u003e\u003c!--IMG_5--\u003e\u003c/section\u003e\u003csection\u003e\u003cp mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan data-pm-slice=\"1 1 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;p\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;style\u0026#34;:\u0026#34;margin: 24px 8px;text-align: justify;color: rgb(0, 0, 0);letter-spacing: 1px;font-size: 16px;line-height: 1.75em;\u0026#34;,\u0026#34;mpa-paragraph-type\u0026#34;:\u0026#34;body\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" leaf=\"\" mpa-font-style=\"mja3f586ffp\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003eGemini 3 Flash\u003c/span\u003e\u003c/span\u003e\u003cspan data-pm-slice=\"1 1 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;p\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;style\u0026#34;:\u0026#34;margin: 24px 8px;text-align: justify;color: rgb(0, 0, 0);letter-spacing: 1px;font-size: 16px;line-height: 1.75em;\u0026#34;,\u0026#34;mpa-paragraph-type\u0026#34;:\u0026#34;body\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" leaf=\"\" mpa-font-style=\"mja3f586ffp\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003e 在性能、成本和速度方面突破了帕累\u003c/span\u003e\u003c/span\u003e\u003cspan data-pm-slice=\"1 1 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;p\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;style\u0026#34;:\u0026#34;margin: 24px 8px;text-align: justify;color: rgb(0, 0, 0);letter-spacing: 1px;font-size: 16px;line-height: 1.75em;\u0026#34;,\u0026#34;mpa-paragraph-type\u0026#34;:\u0026#34;body\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" leaf=\"\" mpa-font-style=\"mja3f586ffp\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003e托极限 | 图源：谷歌官网\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003csection style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e而在多模\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e态领\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e域，Gemini 3 Flash 在视频理解与复杂图表分析上展现出的显著统治力，证明了谷歌内部「感知即推理」的能力已趋于成熟。尤其\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e是，它能以秒级速度将复杂的非结构化视频数据转化为可执行的商业计划，这意味着视觉信息已不再是 AI 的专项特长，而是底层逻辑的一部分。或许谷歌浏览器上大量沉寂的数据可以再次被激活为可流动的商业资产。\u003c/span\u003e\u003c/section\u003e\u003csection style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e对于开发者和企业级用户而言，Gemini 3 Flash 通过极具竞争力的定价和上下文缓存技术，直接把前沿 AI 的部署门槛降至冰点。无论是支撑在线客服对话，还是通过 Google Antigravity 实现智能体自动编程，它都在证明：高性能、低延迟与极低成本，只要现在选择 Gemini 3 Flash 就可以同时拥有。\u003c/span\u003e\u003c/section\u003e\u003csection style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e如今，Flash 系列模型也不再是一个为了折中妥协而存在的「备选方案」，而是成为了更适合大众开发者升级的武器。Gemini 3 Flash 的到来，或许会从一定程度上促进智能体大规模爆发，加速智能体应用时代到来。\u003c/span\u003e\u003c/section\u003e\u003csection data-mpa-action-id=\"mj9xeauj1pyx\" data-pm-slice=\"0 0 []\" mpa-from-tpl=\"t\" style=\"margin-left: 8px; margin-right: 8px\"\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003csection data-mpa-template=\"t\" mpa-from-tpl=\"t\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(62, 62, 62); font-size: 16px; letter-spacing: 0.578px; text-align: justify\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"display: flex; flex-flow: row; justify-content: center; margin-top: 10px; text-align: center\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"align-self: flex-start; display: inline-block; flex: 0 0 auto; height: auto; min-width: 10%; vertical-align: top; width: auto\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"isolation: isolate\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(45, 113, 214); font-size: 36px; letter-spacing: 0px; line-height: 1\"\u003e\u003cp style=\"clear: both; margin-left: 8px; margin-right: 8px; min-height: 1em\"\u003e\u003cspan mpa-font-style=\"mja3f5869w1\" style=\"\"\u003e\u003cem\u003e\u003cstrong mpa-from-tpl=\"t\"\u003e\u003cspan leaf=\"\"\u003e02\u003c/span\u003e\u003c/strong\u003e\u003c/em\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"margin-top: -10px\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"background-color: rgb(254, 226, 0); display: inline-block; height: 10px; margin-left: 8px; margin-right: 8px; overflow: hidden; vertical-align: top; width: 44.9531px\"\u003e\u003csvg mpa-from-tpl=\"t\" style=\"float: left; line-height: 0; vertical-align: top; width: 0px\" viewBox=\"0 0 1 1\"\u003e\u003c/svg\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cp style=\"clear: both; color: rgba(0, 0, 0, 0.9); font-size: 17px; letter-spacing: 0.578px; margin-bottom: 0px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: center\"\u003e\u003cstrong mpa-from-tpl=\"t\" mpa-is-content=\"t\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-size: 17px\" textstyle=\"\"\u003e搜索效率的暴力升级：\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003cp style=\"clear: both; color: rgba(0, 0, 0, 0.9); font-size: 17px; letter-spacing: 0.578px; margin-bottom: 24px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: center\"\u003e\u003cstrong mpa-from-tpl=\"t\" mpa-is-content=\"t\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-size: 17px\" textstyle=\"\"\u003e谷歌搜索的最后一块模型拼图\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586mhn\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e从\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586mhn\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e今年下半\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586mhn\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e年\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586mhn\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e开始，搜索显然已经成为了谷歌的重点。Gemini 3 Flash 同样上线，就直接送入搜索体系。从某种程度上，我们也能看出现在的模型升级不再仅仅是某一个单一产品线的升级，而是整个 AI 产品生态联动提升。\u003c/span\u003e\u003c/section\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f586mhn\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e首先，Gemini 3 Flash 将在全球范围内铺开，直接成为谷歌搜索 AI 模式的默认配置。\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e 只要用户使用谷歌 AI 搜索，就会直接感受到 Gemini 3 系列模型的强大。\u003c/span\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e深度推理能力与即时响应速度之间的互斥，不再是模型永恒的难题。Gemini 3 Flash 在推理能力、工具调用及多模态处理上的提升，可以让系统在应对复杂约束条件下的细致追问时，也能够产出更具结构化且符合逻辑的回复，而无需牺牲搜索场景中至关重要的时效性。这也意味着，过去\u003c/span\u003e\u003cstrong style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: bold\" textstyle=\"\"\u003e「高阶推理」正在转变为大众检索的标准化基础设施，AI 搜索也可以从简单的信息匹配迈向了复杂问题的实时解答。\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c!--MID_AD_2--\u003e\u003c!--EOP_2--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_2--\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e与此同时，针对更高任务需求，Gemini 3 Pro 与 Nano Banana Pro 的引入搜索领域，也从一定程度上补齐了垂直领域的缺口。\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e结合当前谷歌在美国市场推出的「Thinking with 3 Pro」模式，可以看出，谷歌并非为了想要打造常规的 AI 检索，而是希望能够对复杂数学编程等重度计算任务进行动态可视化布局、交互式模拟呈现。加上 Gemini 3 Flash，谷歌已经针对用户需求进行了较为全面的模型产品布局：由 Flash 承担高频、极速的普惠性智能交互，由 Pro 承载低频但高价值的逻辑攻坚。很显然，\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e未来的 AI 交互一定不会是单一模型的单打独斗，而是根据任务复杂度进行的动态算力分配与智能分层。\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c!--MID_AD_3--\u003e\u003c!--EOP_3--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_3--\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cstrong style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003eGemini 3 Flash 的出现，在客观上标志着小模型与大模型之间「智力差」的收缩，\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cstrong style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e它证明了在算法优化到达一定阈值后，智能体验的瓶颈已不再是算力规\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e模，而是如\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e何将这种极速的智能\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cstrong style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e感\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cstrong style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e无缝编织进用户的日常决策流中。\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e 随着「快速模式」与「思考模式」的并行提供，AI 交互已正式从「实验性对话」进化为一种工业级的辅助决策引擎。而作为技术底座的模型全家桶，谷歌已经早早为大家准备好了。\u003c/span\u003e\u003c/span\u003e\u003c!--MID_AD_4--\u003e\u003c!--EOP_4--\u003e\u003c/p\u003e\u003c!--PARAGRAPH_4--\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/p\u003e\u003csection data-mpa-action-id=\"mj9xexlis8p\" data-mpa-template=\"t\" mpa-data-temp-power-by=\"yiban.io\" mpa-from-tpl=\"t\"\u003e\u003csection data-mpa-template=\"t\" mpa-from-tpl=\"t\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(62, 62, 62); font-size: 16px; letter-spacing: 0.578px; margin-left: 8px; margin-right: 8px; text-align: justify\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"display: flex; flex-flow: row; justify-content: center; margin-top: 10px; text-align: center\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"align-self: flex-start; display: inline-block; flex: 0 0 auto; height: auto; min-width: 10%; vertical-align: top; width: auto\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"isolation: isolate\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"color: rgb(45, 113, 214); font-size: 36px; letter-spacing: 0px; line-height: 1\"\u003e\u003cp style=\"clear: both; margin-left: 8px; margin-right: 8px; min-height: 1em\"\u003e\u003cspan mpa-font-style=\"mja3f586i7k\" style=\"\"\u003e\u003cem\u003e\u003cstrong mpa-from-tpl=\"t\"\u003e\u003cspan leaf=\"\"\u003e03\u003c/span\u003e\u003cspan leaf=\"\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/em\u003e\u003c/span\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"margin-top: -10px\"\u003e\u003csection mpa-from-tpl=\"t\" style=\"background-color: rgb(254, 226, 0); display: inline-block; height: 10px; margin-left: 8px; margin-right: 8px; overflow: hidden; vertical-align: top; width: 44.9531px\"\u003e\u003csvg mpa-from-tpl=\"t\" style=\"float: left; line-height: 0; vertical-align: top; width: 0px\" viewBox=\"0 0 1 1\"\u003e\u003c/svg\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cp style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 8px 8px 0px; text-align: center\"\u003e\u003cstrong mpa-from-tpl=\"t\" mpa-is-content=\"t\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em\"\u003e\u003cspan style=\"font-weight: bold\" textstyle=\"\"\u003e\u003c!--AIPOS_1--\u003e模型走出实验室后，谷歌生态再次拓宽边界\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003c/section\u003e\u003c/section\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e就在刚刚，AI \u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e模型生态的天平再次\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e倾斜\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e。Ge\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003emini 3 Flash 的出现以及谷歌 Gemini 3 系列模型的全面铺开，意味着谷歌模型生态优势再次加强，并正在各垂直行业的任\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e务循环中引发链式反应。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e在软件工程领\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e域\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e，编码平台如 Cursor 和 Devin 发现，Gemini 3 Flash 的介入让 AI 的响\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e应\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e速度能跟上工程师的直觉，让「编码 Agent」从异步等待的过程变成了近乎实时的同步协作。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e在法律与金融这种对精度有着近乎苛刻要求的场景下，Harvey 和 Box AI 的实践证明了 Gemini 3 Flash 能够在不牺牲速度的\u003c/span\u003e\u003c/span\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e前提下，在复杂财务数据识别和长篇合同交叉引用等任务上实现 15% 的准确率提升。这也可以说明AI 终于能够以工业级水准处理高容量的非结构化数据，而不再让用户在「深度理解」与「实时反馈」之间做痛苦的取舍。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e此外，深度伪造检测平台 Resemble AI 利用其多模态能力，将复杂的取证数据即时转化为简明情报，其分析速度比以往提升了 4 倍；而桥水基金则通过它在大规模多模态数据集中捕捉那些瞬息万变的概念理解。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e甚至在游戏开发领域，Latitude 利用其近乎实时的推理性能，让游戏世界的角色逻辑从预设脚本转向了真正的自主智能。\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003csection nodeleaf=\"\" style=\"margin-bottom: 8px; margin-left: 8px; margin-right: 8px; text-align: center\"\u003e\u003c!--IMG_6--\u003e\u003c/section\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"color: rgb(178, 178, 178); font-size: 14px\" textstyle=\"\"\u003e图片来源：谷歌官网\u003c/span\u003e\u003c/span\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cspan leaf=\"\" mpa-font-style=\"mja3f5861ztw\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e可以看出，Gemini 3 Flash \u003c/span\u003e\u003c/span\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cspan style=\"font-weight: normal\" textstyle=\"\"\u003e成功跑通了从原型开发到大规模落地的最后一公里，证明了最好的技术不应只是少数人的优势，而应是推动一个时代迎接生产力大规模爆发的基石。\u003c/span\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003cp data-pm-slice=\"2 2 []\" mpa-paragraph-type=\"body\" style=\"color: rgb(0, 0, 0); font-size: 16px; letter-spacing: 1px; line-height: 1.75em; margin: 24px 8px; text-align: justify\"\u003e\u003cstrong\u003e\u003cspan leaf=\"\" style=\"color: rgb(0, 0, 0); font-size: 16px; font-weight: bold; letter-spacing: 1px; line-height: 1.75em; text-align: justify\"\u003e\u003cbr/\u003e\u003c/span\u003e\u003c/strong\u003e\u003c/p\u003e\u003csection data-mpa-template=\"t\" mpa-paragraph-type=\"ignored\"\u003e\u003csection mpa-from-tpl=\"t\"\u003e\u003csection data-pm-slice=\"4 3 [\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;section\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;data-mpa-template\u0026#34;:\u0026#34;t\u0026#34;,\u0026#34;mpa-paragraph-type\u0026#34;:\u0026#34;ignored\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;},\u0026#34;para\u0026#34;,{\u0026#34;tagName\u0026#34;:\u0026#34;section\u0026#34;,\u0026#34;attributes\u0026#34;:{\u0026#34;mpa-from-tpl\u0026#34;:\u0026#34;t\u0026#34;},\u0026#34;namespaceURI\u0026#34;:\u0026#34;http://www.w3.org/1999/xhtml\u0026#34;}]\" mpa-from-tpl=\"t\"\u003e\u003csection data-pm-slice=\"3 4 []\" mpa-from-tpl=\"t\" style=\"clear: both; color: rgba(0, 0, 0, 0.9); font-size: 16px; letter-spacing: 1px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: justify\"\u003e\u003cspan mpa-font-style=\"mja3f586e17\" style=\"color: rgb(172, 172, 172); font-size: 14px\"\u003e\u003cspan leaf=\"\"\u003e*头图来源：谷歌官网\u003c/span\u003e\u003c/span\u003e\u003c/section\u003e\u003csection mpa-from-tpl=\"t\" style=\"clear: both; color: rgba(0, 0, 0, 0.9); font-size: 16px; letter-spacing: 1px; margin-left: 8px; margin-right: 8px; min-height: 1em; text-align: justify\"\u003e\u003cspan mpa-font-style=\"mja3f586kkx\" style=\"color: rgb(172, 172, 172); font-size: 14px; text-align: unset\"\u003e\u003cspan leaf=\"\"\u003e本文为极客公园原创文章，转载请联系极客君微信 geekparkGO\u003c/span\u003e\u003c/span\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003c/section\u003e\u003cstyle\u003e.data_color_scheme_dark{--weui-BTN-ACTIVE-MASK: rgba(255, 255, 255, .1)}.data_color_scheme_dark{--weui-BTN-DEFAULT-ACTIVE-BG: rgba(255, 255, 255, .126)}.data_color_scheme_dark{--weui-DIALOG-LINE-COLOR: rgba(255, 255, 255, .1)}.data_color_scheme_dark{--weui-BG-COLOR-ACTIVE: #373737}.data_color_scheme_dark{--weui-BG-6: rgba(255, 255, 255, .1);--weui-ACTIVE-MASK: rgba(255, 255, 255, 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#10AEFF;--weui-BLUE-120: #0C8BCC;--weui-BLUE-170: #04344D;--weui-BLUE-80: #3FBEFF;--weui-BLUE-90: #28B6FF;--weui-BLUE-BG-100: #48A6E2;--weui-BLUE-BG-110: #4095CB;--weui-BLUE-BG-130: #32749E;--weui-BLUE-BG-90: #5AAFE4;--weui-BRAND-100: #07C160;--weui-BRAND-120: #059A4C;--weui-BRAND-170: #023A1C;--weui-BRAND-80: #38CD7F;--weui-BRAND-90: #20C770;--weui-BRAND-BG-100: #2AAE67;--weui-BRAND-BG-110: #259C5C;--weui-BRAND-BG-130: #1D7A48;--weui-BRAND-BG-90: #3EB575;--weui-FG-0: rgba(255, 255, 255, .85);--weui-FG-0_5: rgba(255, 255, 255, .65);--weui-FG-1: rgba(255, 255, 255, .55);--weui-FG-2: rgba(255, 255, 255, .35);--weui-FG-3: rgba(255, 255, 255, .1);--weui-FG-4: rgba(255, 255, 255, .15);--weui-GLYPH-0: rgba(255, 255, 255, .85);--weui-GLYPH-1: rgba(255, 255, 255, .55);--weui-GLYPH-2: rgba(255, 255, 255, .35);--weui-GLYPH-WHITE-0: rgba(255, 255, 255, .85);--weui-GLYPH-WHITE-1: rgba(255, 255, 255, .55);--weui-GLYPH-WHITE-2: rgba(255, 255, 255, .35);--weui-GLYPH-WHITE-3: #FFFFFF;--weui-GREEN-100: #74A800;--weui-GREEN-120: #5C8600;--weui-GREEN-170: #233200;--weui-GREEN-80: #8FB933;--weui-GREEN-90: #82B01A;--weui-GREEN-BG-100: #789833;--weui-GREEN-BG-110: #6B882D;--weui-GREEN-BG-130: #65802B;--weui-GREEN-BG-90: #85A247;--weui-INDIGO-100: #1196FF;--weui-INDIGO-120: #0D78CC;--weui-INDIGO-170: #052D4D;--weui-INDIGO-80: #40ABFF;--weui-INDIGO-90: #28A0FF;--weui-INDIGO-BG-100: #0D78CC;--weui-INDIGO-BG-110: #0B6BB7;--weui-INDIGO-BG-130: #09548F;--weui-INDIGO-BG-90: #2585D1;--weui-LIGHTGREEN-100: #3EB575;--weui-LIGHTGREEN-120: #31905D;--weui-LIGHTGREEN-170: #123522;--weui-LIGHTGREEN-80: #64C390;--weui-LIGHTGREEN-90: #51BC83;--weui-LIGHTGREEN-BG-100: #31905D;--weui-LIGHTGREEN-BG-110: #2C8153;--weui-LIGHTGREEN-BG-130: #226541;--weui-LIGHTGREEN-BG-90: #31905D;--weui-LINK-100: #7D90A9;--weui-LINK-120: #647387;--weui-LINK-170: #252A32;--weui-LINK-80: #97A6BA;--weui-LINK-90: #899AB1;--weui-LINKFINDER-100: #DEE9FF;--weui-MATERIAL-ATTACHMENTCOLUMN: rgba(32, 32, 32, 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#CF5148;--weui-RED-BG-110: #BA4940;--weui-RED-BG-130: #913832;--weui-RED-BG-90: #D3625A;--weui-SECONDARY-BG: rgba(255, 255, 255, .15);--weui-SEPARATOR-0: rgba(255, 255, 255, .05);--weui-SEPARATOR-1: rgba(255, 255, 255, .15);--weui-STATELAYER-HOVERED: rgba(0, 0, 0, .02);--weui-STATELAYER-PRESSED: rgba(255, 255, 255, .1);--weui-STATELAYER-PRESSEDSTRENGTHENED: rgba(255, 255, 255, .2);--weui-YELLOW-100: #CC9C00;--weui-YELLOW-120: #A37C00;--weui-YELLOW-170: #3D2F00;--weui-YELLOW-80: #D6AF33;--weui-YELLOW-90: #D1A519;--weui-YELLOW-BG-100: #BF9100;--weui-YELLOW-BG-110: #AB8200;--weui-YELLOW-BG-130: #866500;--weui-YELLOW-BG-90: #C59C1A;--weui-FG-HALF: rgba(255, 255, 255, .65);--weui-RED: #FA5151;--weui-ORANGERED: #FF6146;--weui-ORANGE: #C87D2F;--weui-YELLOW: #CC9C00;--weui-GREEN: #74A800;--weui-LIGHTGREEN: #3EB575;--weui-TEXTGREEN: #259C5C;--weui-BRAND: #07C160;--weui-BLUE: #10AEFF;--weui-INDIGO: #1196FF;--weui-PURPLE: #8183FF;--weui-LINK: #7D90A9;--weui-REDORANGE: #FF6146;--weui-TAG-BACKGROUND-BLACK: rgba(255, 255, 255, .05);--weui-FG: #fff;--weui-WHITE: rgba(255, 255, 255, .8);--weui-FG-5: rgba(255, 255, 255, .1);--weui-TAG-BACKGROUND-ORANGE: rgba(250, 157, 59, .1);--weui-TAG-BACKGROUND-GREEN: rgba(6, 174, 86, .1);--weui-TAG-TEXT-RED: rgba(250, 81, 81, .6);--weui-TAG-BACKGROUND-RED: rgba(250, 81, 81, .1);--weui-TAG-BACKGROUND-BLUE: rgba(16, 174, 255, .1);--weui-TAG-TEXT-ORANGE: rgba(250, 157, 59, .6);--weui-BG: #000;--weui-TAG-TEXT-GREEN: rgba(6, 174, 86, .6);--weui-TAG-TEXT-BLUE: rgba(16, 174, 255, .6);--weui-TAG-TEXT-BLACK: rgba(255, 255, 255, .5)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root,body:not(.pages_skin_pc) body{--appmsgExtra-BG: #F7F7F7}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root,body:not(.pages_skin_pc) body{--new-title-color: rgba(0, 0, 0, .9)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root,body:not(.pages_skin_pc) body{--new-content-color: rgba(0, 0, 0, .9)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--weui-BG-0: #111111;--weui-BG-1: #1E1E1E;--weui-BG-2: #191919;--weui-BG-3: #202020;--weui-BG-4: #404040;--weui-BG-5: #2C2C2C;--weui-BLUE-100: #10AEFF;--weui-BLUE-120: #0C8BCC;--weui-BLUE-170: #04344D;--weui-BLUE-80: #3FBEFF;--weui-BLUE-90: #28B6FF;--weui-BLUE-BG-100: #48A6E2;--weui-BLUE-BG-110: #4095CB;--weui-BLUE-BG-130: #32749E;--weui-BLUE-BG-90: #5AAFE4;--weui-BRAND-100: #07C160;--weui-BRAND-120: #059A4C;--weui-BRAND-170: #023A1C;--weui-BRAND-80: #38CD7F;--weui-BRAND-90: #20C770;--weui-BRAND-BG-100: #2AAE67;--weui-BRAND-BG-110: #259C5C;--weui-BRAND-BG-130: #1D7A48;--weui-BRAND-BG-90: #3EB575;--weui-FG-0: rgba(255, 255, 255, .8);--weui-FG-0_5: rgba(255, 255, 255, .6);--weui-FG-1: rgba(255, 255, 255, .5);--weui-FG-2: rgba(255, 255, 255, .3);--weui-FG-3: rgba(255, 255, 255, .1);--weui-FG-4: rgba(255, 255, 255, .15);--weui-GLYPH-0: rgba(255, 255, 255, .8);--weui-GLYPH-1: rgba(255, 255, 255, .5);--weui-GLYPH-2: rgba(255, 255, 255, .3);--weui-GLYPH-WHITE-0: rgba(255, 255, 255, .8);--weui-GLYPH-WHITE-1: rgba(255, 255, 255, .5);--weui-GLYPH-WHITE-2: rgba(255, 255, 255, .3);--weui-GLYPH-WHITE-3: #FFFFFF;--weui-GREEN-100: #74A800;--weui-GREEN-120: #5C8600;--weui-GREEN-170: #233200;--weui-GREEN-80: #8FB933;--weui-GREEN-90: #82B01A;--weui-GREEN-BG-100: #789833;--weui-GREEN-BG-110: #6B882D;--weui-GREEN-BG-130: #65802B;--weui-GREEN-BG-90: #85A247;--weui-INDIGO-100: #1196FF;--weui-INDIGO-120: #0D78CC;--weui-INDIGO-170: #052D4D;--weui-INDIGO-80: #40ABFF;--weui-INDIGO-90: #28A0FF;--weui-INDIGO-BG-100: #0D78CC;--weui-INDIGO-BG-110: #0B6BB7;--weui-INDIGO-BG-130: #09548F;--weui-INDIGO-BG-90: #2585D1;--weui-LIGHTGREEN-100: #3EB575;--weui-LIGHTGREEN-120: #31905D;--weui-LIGHTGREEN-170: #123522;--weui-LIGHTGREEN-80: #64C390;--weui-LIGHTGREEN-90: #51BC83;--weui-LIGHTGREEN-BG-100: #31905D;--weui-LIGHTGREEN-BG-110: #2C8153;--weui-LIGHTGREEN-BG-130: #226541;--weui-LIGHTGREEN-BG-90: #31905D;--weui-LINK-100: #7D90A9;--weui-LINK-120: #647387;--weui-LINK-170: #252A32;--weui-LINK-80: #97A6BA;--weui-LINK-90: #899AB1;--weui-LINKFINDER-100: #DEE9FF;--weui-MATERIAL-ATTACHMENTCOLUMN: rgba(32, 32, 32, .93);--weui-MATERIAL-NAVIGATIONBAR: rgba(18, 18, 18, .9);--weui-MATERIAL-REGULAR: rgba(37, 37, 37, .6);--weui-MATERIAL-THICK: rgba(34, 34, 34, .9);--weui-MATERIAL-THIN: rgba(95, 95, 95, .4);--weui-MATERIAL-TOOLBAR: rgba(35, 35, 35, .93);--weui-ORANGE-100: #C87D2F;--weui-ORANGE-120: #A06425;--weui-ORANGE-170: #3B250E;--weui-ORANGE-80: #D39758;--weui-ORANGE-90: #CD8943;--weui-ORANGE-BG-100: #BB6000;--weui-ORANGE-BG-110: #A85600;--weui-ORANGE-BG-130: #824300;--weui-ORANGE-BG-90: #C1701A;--weui-ORANGERED-100: #FF6146;--weui-OVERLAY: rgba(0, 0, 0, .8);--weui-OVERLAY-WHITE: rgba(242, 242, 242, .8);--weui-PURPLE-100: #8183FF;--weui-PURPLE-120: #6768CC;--weui-PURPLE-170: #26274C;--weui-PURPLE-80: 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#FA5151;--weui-ORANGERED: #FF6146;--weui-ORANGE: #C87D2F;--weui-YELLOW: #CC9C00;--weui-GREEN: #74A800;--weui-LIGHTGREEN: #3EB575;--weui-TEXTGREEN: #259C5C;--weui-BRAND: #07C160;--weui-BLUE: #10AEFF;--weui-INDIGO: #1196FF;--weui-PURPLE: #8183FF;--weui-LINK: #7D90A9;--weui-REDORANGE: #FF6146;--weui-TAG-TEXT-BLACK: rgba(255, 255, 255, .5);--weui-TAG-BACKGROUND-BLACK: rgba(255, 255, 255, .05);--weui-WHITE: rgba(255, 255, 255, .8);--weui-FG: #fff;--weui-BG: #000;--weui-FG-5: rgba(255, 255, 255, .1);--weui-TAG-BACKGROUND-ORANGE: rgba(250, 157, 59, .1);--weui-TAG-BACKGROUND-GREEN: rgba(6, 174, 86, .1);--weui-TAG-TEXT-RED: rgba(250, 81, 81, .6);--weui-TAG-BACKGROUND-RED: rgba(250, 81, 81, .1);--weui-TAG-BACKGROUND-BLUE: rgba(16, 174, 255, .1);--weui-TAG-TEXT-ORANGE: rgba(250, 157, 59, .6);--weui-TAG-TEXT-GREEN: rgba(6, 174, 86, .6);--weui-TAG-TEXT-BLUE: rgba(16, 174, 255, .6)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--appmsgExtra-BG: #121212}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--new-title-color: rgba(255, 255, 255, .8)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc) .wx-root[data-weui-theme=dark],body:not(.pages_skin_pc) body[data-weui-theme=dark]{--new-content-color: rgba(255, 255, 255, .7)}}@media screen and (min-width:1024px){body:not(.pages_skin_pc)body:not(.pages_skin_pc){background:var(--weui-BG-2)}}@media screen and (min-width:1024px) and (prefers-color-scheme:dark){body:not(.pages_skin_pc) .wx-root[data-weui-mode=care]:not([data-weui-theme=light]),body:not(.pages_skin_pc) body[data-weui-mode=care]:not([data-weui-theme=light]){--weui-BG-0: #111111;--weui-BG-1: #1E1E1E;--weui-BG-2: #191919;--weui-BG-3: #202020;--weui-BG-4: #404040;--weui-BG-5: #2C2C2C;--weui-BLUE-100: #10AEFF;--weui-BLUE-120: #0C8BCC;--weui-BLUE-170: #04344D;--weui-BLUE-80: 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255, .8);--weui-FG-5: rgba(255, 255, 255, .1);--weui-TAG-BACKGROUND-ORANGE: rgba(250, 157, 59, .1);--weui-TAG-BACKGROUND-GREEN: rgba(6, 174, 86, .1);--weui-TAG-TEXT-RED: rgba(250, 81, 81, .6);--weui-TAG-BACKGROUND-RED: rgba(250, 81, 81, .1);--weui-TAG-BACKGROUND-BLUE: rgba(16, 174, 255, .1);--weui-TAG-TEXT-ORANGE: rgba(250, 157, 59, .6);--weui-BG: #000;--weui-TAG-TEXT-GREEN: rgba(6, 174, 86, .6);--weui-TAG-TEXT-BLUE: rgba(16, 174, 255, .6);--weui-TAG-TEXT-BLACK: rgba(255, 255, 255, .5)}}@media screen and (min-width:1024px) and (prefers-color-scheme:dark){body:not(.pages_skin_pc) .wx-root:not([data-weui-theme=light]),body:not(.pages_skin_pc) body:not([data-weui-theme=light]){--weui-BG-0: #111111;--weui-BG-1: #1E1E1E;--weui-BG-2: #191919;--weui-BG-3: #202020;--weui-BG-4: #404040;--weui-BG-5: #2C2C2C;--weui-BLUE-100: #10AEFF;--weui-BLUE-120: #0C8BCC;--weui-BLUE-170: #04344D;--weui-BLUE-80: #3FBEFF;--weui-BLUE-90: #28B6FF;--weui-BLUE-BG-100: #48A6E2;--weui-BLUE-BG-110: 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北京10月24日电(记者左雨晴) 10月21日以来，一

2026-04-12 07:41:31