Open Publication Structure(OPS), IDPF
大多数媒体创始人或机构一把手，都或多或少看懂了 AI 降本增效的趋势，并试图向下推行。但这些媒体的架构往往复杂。正如前文所说，创始人和一线作者的利益分配极度不均。
。业内人士推荐体育直播作为进阶阅读
销售费用的变化更具象征意义。2025年销售及分销开支从8700万美元降至5190万美元，降幅40.3%。财报将其归因于AI原生产品依靠自然增长和口碑传播带动用户扩张。收入翻倍、销售费用下降，“低营销增长”若能持续，将显著改善整体盈利结构。
Most critical software today works, maintained by talented engineers using testing, code review, and hard-won experience. The problem is not that everything is broken. It is that AI is changing the scale and speed of software production faster than our ability to verify it. What works at human pace may not survive AI pace.
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