Factorized embed, rotation Q (2 angles), tied embed+V dir, rank-1 MLP, parabolic head, sinusoidal PE (period 11)
2.3 弹出条件对应法则（重要）
，推荐阅读搜狗输入法2026获取更多信息
l00777 0 0 0 /sbin - usr/sbin
特別注意的是，針對中國境內的政府批評者，該用戶向ChatGPT強調戰術要結合線上與線下，如向目標人物的僱主或房東捏造不實指控、在其家屬住所附近張貼具敵意的海報，再拍照上傳網路，營造民眾自發的假象。
The future of organic visibility includes AI citations alongside traditional search rankings. The question isn't whether to optimize for both—it's whether you'll start while competition is light or wait until fighting for AI visibility becomes as challenging as ranking in traditional search is today.