TikTok

ByteDance elevates growth from tactics to a platformized core capability: via 730-day LTV modeling, automated bidding (‘distilled’ human operators), creative industrialization (Qiancang → Beidou), and 4-layer risk control—achieving explosive DAU growth while rejecting black-hat practices like fake traffic or reward walls.

LLMs带来自动化理解'什么'和'为什么'的能力，改变了推荐系统的工作方式，但冷启动问题依然存在。

Justine Moore在X平台上发表观点，指出尽管有人认为AI时代缺乏成功的消费者应用程序，但ChatGPT仅用两个月就达到了1亿月活跃用户，这比历史上任何应用程序都要快。她对比了TikTok的9个月和Instagram的30个月达到同样用户数的时间，并质疑为什么App Store仍然看起来没有显著变化。

U.S.-China AI competition intensifies as Meta's acquisition of Manus reveals the clash between tech sovereignty and capital logic; Chinese tech firms face foreign investment scrutiny, requiring hard-tech entrepreneurs to adapt to dual regulatory frameworks.

Creatify AI 推出新功能，允许用户通过单一工具创建广告并直接启动完整营销活动。

Astrocade lets non-programmers build playable games in 3 minutes; 20M users in 8 months, $56M funding, called the 'TikTok of gaming'.

A social media post claims an AI-generated Puerto Rican-style song has gone viral with over 55,000 TikTok uses, but lacks technical depth.