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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这些技术将高成本的多语言客服能力，变成了可一键调用的标准化服务，显著地降低了中小商户接待全球客人的门槛。反映在数据上，2025年，有近7万家国内商家首次通过携程海外平台获得入境游订单，其中酒店超过6.3万家，技术普惠的力量由此可见一斑。
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