部署冒烟素材：验证采集与生成链路
本文介绍一条部署冒烟素材，用于验证采集、持久化、队列处理和草稿生成链路是否正常工作。
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AI Frontier
Posts in AI Frontier
A Big Four Firm’s AI Report Flipped Over
A report by one of the Big Four accounting firms was criticized for inaccurate citations and questionable AI-use cases. The article uses the case to examine the hidden cost companies often ignore when adopting AI: verification.
Claude’s Most Powerful Model Was Paused by the U.S. Government. Chinese Users Are Not Surprised.
Anthropic’s Fable 5 and Mythos 5 were suspended shortly after its confidential IPO filing and model launch, following a U.S. export control directive. This article looks at Anthropic’s safety narrative, the long-running restrictions felt by Chinese users, and why advanced AI is starting to look less like software and more like a controlled supply chain.
Xiaomi open-sourced MiMo Code and made MiMo V2.5 free for a limited time: perk or developer-entry war?
Starting from a Xiaomi MiMo email, this article examines why the key phrase is not simply open source or self-evolution, but limited-time free access to MiMo V2.5 inside a terminal coding agent.
Claude Is Still Strong, but Chinese Developers Are Losing Trust in Anthropic
Anthropic apologized for hidden safeguards in Claude Fable 5, but many Chinese developers read the incident through a longer history of account bans, access restrictions, anti-distillation claims, and geopolitical framing. This article does not take OpenAI’s side or defend Anthropic; it explains why an opaque governance style is especially dangerous when the tool is still one of the strongest in the market.
Claude Fable 5 刚发布就被吹爆，但我被说明书里一行小字劝退了
Claude Fable 5 发布后，很多人都在讨论它多强、多贵。但真正值得普通开发者警惕的，是 Anthropic 安全说明里提到的一类不可见限制：某些前沿大模型开发相关请求不会明确拒绝，也不会提示用户，却可能限制回答有效性。