should be made non-optional
所谓的可用率，通俗地理解就是AI生成的视频素材能够被实际采用的比例。过去，AI视频生成模型最主要的技术难点就是无法保持分镜的连续性、音画的匹配度，生成的素材也无法像实拍一样有大范围的运动镜头。所以如果只是生成15秒左右的短片，上一代AI视频生成模型完全能够胜任，但要是制作1分钟以上、包含完整剧情的短剧，这些景别单一又缺乏角色调度的视频素材就完全不够用了。
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Ситуация усугубляется тем, что Нью-Дели не сможет быстро переключиться на альтернативные поставки из США. Даже в случае проведения срочных закупок американские грузы попадут в Индию не раньше апреля.
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The threat extends beyond accidental errors. When AI writes the software, the attack surface shifts: an adversary who can poison training data or compromise the model’s API can inject subtle vulnerabilities into every system that AI touches. These are not hypothetical risks. Supply chain attacks are already among the most damaging in cybersecurity, and AI-generated code creates a new supply chain at a scale that did not previously exist. Traditional code review cannot reliably detect deliberately subtle vulnerabilities, and a determined adversary can study the test suite and plant bugs specifically designed to evade it. A formal specification is the defense: it defines what “correct” means independently of the AI that produced the code. When something breaks, you know exactly which assumption failed, and so does the auditor.，推荐阅读爱思助手下载最新版本获取更多信息
The file browser... is nice, but why on earth do we need yet another file browser when the OS already gives me one?The “alien tool” problemSmalltalk was designed as an environment where everything is built inside the image. That philosophy is powerful—but it also creates friction with modern workflows and OS conventions (window management, menus, shortcuts, external tools). Some differences are essential to the Smalltalk experience; others are just gratuitous incompatibilities.