https://aibussin.com/tags/ai-self-evaluation/ Recent content in AI Self-Evaluation on AIBussin — AI applications, systems and books Hugo en-US Thu, 26 Jun 2025 13:31:41 +0100 https://aibussin.com/post/compiler/ Thu, 26 Jun 2025 13:31:41 +0100 https://aibussin.com/post/compiler/ <p><strong>How to design a pipeline that turns vague goals into smart prompts</strong></p> <h2 id="-summary">🧪 Summary</h2> <p>Why spend hours engineering prompts when AI can optimize its own instructions. This blog post introduces a novel approach toward creating a self-improving AI by treating prompts as programs. Traditional AI systems often rely on static instructions rigid and limited in adaptability. Here, we present a different perspective: viewing the Large Language Model (LLM) as a <strong>prompt compiler</strong> capable of dynamically transforming raw instructions into optimized prompts through iterative cycles of decomposition, evaluation, and intelligent reassembly.</p>