更现实的约束来自短期财务压力。相较于直接提高抽佣，服务化与工具化往往在初期拉低利润率，需要用时间换取结构优化。这要求平台在增长放缓阶段仍具备战略耐心，而非被季度业绩牵着走。
1L Qwen3, d=3, 4h/1kv, hd=2, ff=2，这一点在搜狗输入法2026中也有详细论述
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一夜暴裁4000人，股价飙涨25%，联创发文：AI时代不需要那么多人了