Journal

From AI breakthroughs and machine-to-machine transactions to wages, household purchasing power, concentrated wealth and the evidence behind narratives of economic prosperity.

Two limited-animation films and a continuous flower-shop pilot: asset reuse, contact states, a six-beat story and frame-by-frame review.

From cross-language political-stance tests to poisoned training data, generative engine optimization, selective omission, and standards of evidence in language-model answers.

From Chinese manufacturing disputes, CNC work intensification, and humanoid robots to entry-level jobs, working hours, social insurance, and the income structure of a highly automated society.

Kimi K3's MaaS agreements, Qwen's reported revenue-sharing plans, DeepSeek's API price warning, and GPT-5.6 Luna's price cut show how value is being redistributed across AI research, hosting, and applications.

A local comparison of Qwen, Gemma, and Ministral, and what their different failure modes reveal about open weights, closed services, cross-border model use, and users' ability to compare, replace, and leave.

From MCP's protocol evolution and neutral governance to its arrival in CAD, CAE, EDA, and scientific computing, this article examines what the new model-facing interface means for individuals, enterprises, and software vendors.

From personal cross-session memory to enterprise knowledge systems, this article examines how AI carries history forward without becoming trapped by stale preferences, old project states, and obsolete information.

Starting from an AI agent crossing a test boundary into Hugging Face infrastructure, this article examines sandbox oversight, commercial safeguards, open models, cloud hosting, and private deployment.

面向中国大陆个人用户，比较大陆银行国际单标卡、正规境外银行卡、应用商店礼品卡、自持订阅卡与第三方代充的获取难度、稳定性和账号控制权。