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，这一点在同城约会中也有详细论述
Rank-1 linear, factorized embed, sinusoidal PE (period 11), ReLU carry detection, parabolic logit decoding
This growth trajectory suggests that early adoption advantages in AIO will compound over time. Establishing strong AI visibility now, while competition remains relatively light, positions you favorably as usage explodes and competition intensifies. The content creators building AI authority today will have structural advantages over those who wait until AI search is fully mainstream and optimization becomes more competitive.