Enhancing AI-Generated Content:

The landscape of AIGC is evolving, facing challenges with maintaining current knowledge, data leakage, and high operational costs.

Innovative Intervention through RAG:

• Penghao Zhao et al. detail the use of RAG, where information retrieval process is integrated, enhancing AIGC outputs.
• The survey classifies foundations of RAG, summarizes enhancement methods, and explores applications across different modalities (Read More).

Outlook:

By addressing pivotal challenges, RAG could significantly improve the quality and reliability of AIGC, ushering in a new era of digital content that is both accurate and creative.