由此，我甚至可以得出一个暴论：只要还需要小声自言自语，AI 硬件就很难走出小圈子。
2021—2025 年度，44 个行业研发投入金额呈现整体扩张的态势，说明重视研发不只是龙头和腰部企业的行为，而且成为了更加广泛的共同行动。另一方面，研发均值下滑的行业集中在末端，印证了行业整体分化的现象。典型案例来自房地产和教育行业，在“去杠杆”“双减”等政策催化下，市场步入格局重塑阶段，企业纷纷降本增效或是寻求转型路径。，这一点在一键获取谷歌浏览器下载中也有详细论述
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