Welcome to Prompt Lab, Cybermaxia's new category dissecting the science behind AI commands. Today we discuss: Tokenization.
Scientific Concept: Vector Embeddings
AI doesn't read English. It converts words into numbers (vectors). Words at the start of a prompt carry higher 'attention weight' than those at the end.
Case Study: Adjective Order
Observe the difference between these two prompts:
Prompt A: A futuristic cybermaxia office, blue neon, cinematic lighting Prompt B: Blue neon cinematic lighting, a futuristic cybermaxia office
Analysis: Prompt B yields a more abstract image focused on color/light, because 'Blue neon' tokens are processed first in initial denoising steps. Want a clear subject? Put Subject first. Want dominant atmosphere? Put Style first.