然而，总有巨头能打破常规。在普遍受“分母”影响的背景下，千亿元研发投入的华为，研发强度达到20.85%，位列5896家有效企业的前9%。当企业将研发作为核心竞争力而非成本项时，有望跳出规模与创新的博弈，实现“研发强度与营收规模双高”的罕见平衡。
for attempt in range(self.config.max_retries):，详情可参考搜狗输入法2026
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Implement changes incrementally, testing as you go rather than making all modifications simultaneously. This allows you to learn which specific changes seem to impact your AI citation rates most significantly. While many factors influence visibility, you might discover that certain tactics work particularly well for your niche or content style, allowing you to prioritize those approaches for future content.