Troubleshooting Prompt Drift: Why Your AI Isn’t Listening

Prompt drift occurs when the model's 'Semantic Attention' is spread too thin across conflicting instructions.[20, 28] This technical blog teaches you how to use 'Prompt Weighting' (::) to tell the AI which parts of your instruction are most important, and 'Negative Reinforcement' to banish unwanted elements like 'monochrome' or 'extra digits' . We also cover the 'Resolution Fallacy'—why generating at too high a resolution initially can lead to limb duplication—and why the best strategy is to 'generate low, upscale high'.