Atlas · GenAI 2026
Automated Prompt Optimization
Auto meta-prompting (AI-critiques-AI prompts)
conceptPeak: 2024Prompt Optimization FrameworksAI consensus: 1/3
Prerequisites
Meta-prompting uses one LLM to improve another's prompts — understanding prompting is essential for both sides
Recommended reference
Madaan et al. (2023) 'Self-Refine: Iterative Refinement with Self-Feedback' — arXiv:2303.17651
Notes from AI deep research
Anthropic Opus
Self-Refine (Madaan 2023). Model A krytykuje output B. Meta-prompting at scale
Google Deep Think
Model ewaluacyjny krytykuje prompty wykonawcze [G#38]
Related skills
- → is subcategory of: Prompt Engineering(3/3)
- ← is an instance of: DSPy(3/3)