“研发投入”这一指标，可直接衡量企业将资金转化为未来竞争力的决心与能力，是真金白银的战略承诺；“研发人员”构成创新活动的执行主体，其规模、结构与分布，直接影响技术落地与迭代的效率。在数智化转型的关键阶段，分析这两个指标的变化与互动，不仅能衡量企业当下的创新力度，更能透视其人才储备与组织效能。
Single-character pairs only. Multi-character confusables (rn vs m, cl vs d) are outside scope. These are a known gap in confusables.txt itself.
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“初めて・最・変化・危機” 転換点迎えたオリンピック
Over the years, they’ve also refined their training practices, which has ultimately led to more developers joining both projects.
prepared by tellers, but actually automate the handling of the checks