14.2 Prompt Fatigue and Hallucinations

One of the most pressing issues in AI is managing hallucinations and prompt degradation over long interactions. Craft addresses this with advanced prompt engineering strategies that incorporate context clipping, memory recall, and modular prompt chaining. Our persistent prompt memory system segments input context by type (task, user intent, metadata), ensuring that only relevant information persists across interactions. Regular prompt testing and feedback data are used to finetune how templates are composed and delivered to each model.