当下智能体的能力边界刚刚过去的2025年被不少AI从业者和科技媒体称作“智能体元年”。这个观察是较为准确的，得益于以下几个条件的成熟，过去一年左右的智能体发展进入快车道：
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《夜王》把女性写成结构中的行动者，就让夜总会题材从旧港片的“声色”叙事里跳了出来。女性角色不再只能被动承受，而是能够判断局势、理解规则、作出选择。更关键的是：她们的清醒不是“现代价值观的硬塞”，而是行业经验自然导向的结果。，详情可参考服务器推荐
Moment of introspection aside, I’m not sure what the future holds for agents and generative AI. My use of agents has proven to have significant utility (for myself at the least) and I have more-than-enough high-impact projects in the pipeline to occupy me for a few months. Although certainly I will use LLMs more for coding apps which benefit from this optimization, that doesn’t imply I will use LLMs more elsewhere: I still don’t use LLMs for writing — in fact I have intentionally made my writing voice more sardonic to specifically fend off AI accusations.
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