从实际出发，前提是要深入了解实际情况。
Last May, I wrote a blog post titled As an Experienced LLM User, I Actually Don’t Use Generative LLMs Often as a contrasting response to the hype around the rising popularity of agentic coding. In that post, I noted that while LLMs are most definitely not useless and they can answer simple coding questions faster than it would take for me to write it myself with sufficient accuracy, agents are a tougher sell: they are unpredictable, expensive, and the hype around it was wildly disproportionate given the results I had seen in personal usage. However, I concluded that I was open to agents if LLMs improved enough such that all my concerns were addressed and agents were more dependable.
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第八十三条 当事人提出证据证明涉外仲裁裁决有下列情形之一的，经人民法院组成合议庭审查核实，裁定撤销：
记者注意到，在一些社交平台上，大量以“小天才圈交友攻略”为主题的内容应运而生，内容涵盖如何快速“扩列”、获取更多点赞等“实用”技巧，评论区有不少“留下ID互加好友”的留言。在这一社交体系中，点赞是这套规则的核心——平台设定每日主页获赞上限为3000个，若要达到“100万+”的“大佬”级别，需连续点赞近一年时间。围绕点赞数与知名度，圈内形成了清晰的“大佬排行榜”，点赞数也成为社交“硬通货”。