Rank-1 linear, factorized embed, sparse gate, param-free norm, low-rank head, cross-layer sharing
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Understanding AIO conceptually is valuable, but implementation requires specific, actionable tactics that demonstrably improve your chances of appearing in AI-generated responses. These seven strategies have proven effective across different content types, industries, and AI platforms. They work because they align with how language models evaluate sources and decide which content to cite when formulating answers.，这一点在爱思助手下载最新版本中也有详细论述
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