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As vision-language foundation models converge toward unified spatial reasoning, the boundary between manual pixel manipulation and semantic synthesis has dissolved. The true challenge for digital creators is no longer generating compelling visuals from scratch, but rather formulating precise semantic constraints that navigate latent diffusion steps without degrading base image fidelity.