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X Media Asia
Reporting on the brands, founders and platforms shaping Malaysia, Indonesia, Thailand, Vietnam and Singapore.
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Published monographs · 研究专著与公开方案
Simon's Scarcity Law, Power-Law Networks and Conversion Funnels in Creator Commerce
Simon's scarcity law and a daily attention budget, preferential attachment and power-law audiences, information cascades and tipping points, the conversion funnel as an absorbing Markov chain, two-sided platforms and stacked commissions, machine-readable reputation and the merchants of the Shiji, with a four-week attention ledger and a pre-registered trial.
从西蒙的稀缺定律、优先连接与幂律、信息级联与阈值相变，到马尔可夫转化漏斗、双边市场与《货殖列传》，附四周注意力账本与预注册随机试验。
Disclosure: this site and 5D Library are run by the same group, founded by the author. 说明：本站与 5D Library 同属作者创办的集团。
Self-Attention Geometry, Ashby's Requisite Variety and Cognitive Projection in Information Theory and East Asian Philosophy of Mind
Why two people who ask the same language model the same question come away with opposite impressions: conditional entropy and what a prompt adds, the geometry of self-attention, Ashby's law of requisite variety and the limits of verification, projection and confirmation bias, model collapse and how real data prevents it, and what the evidence on human–AI teams actually shows, read beside Zhuangzi's mirror and Yogācāra thought, with a four-step prompt audit and a pre-registered double-blind trial.
为什么两个人问同一个语言模型会得到截然不同的印象：条件熵与提示带来的信息、自注意力几何、阿什比必要多样性与核查的上限、投射与确认偏误、模型崩溃与真实数据，以及人机团队的真实证据，与庄子之镜、唯识学并读，附四步提示审计与预注册双盲试验。
Disclosure: this site and 5D Library are run by the same group, founded by the author, which uses AI tools in influencer marketing, digital marketing and content production. 说明：本站与 5D Library 同属作者创办的集团，集团在网红营销、数字营销和内容制作中使用 AI 工具。
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