Baidu has introduced a new self-reasoning AI framework aimed at enhancing the reliability and traceability of Retrieval Augmented Language Models (RALMs) and RAG systems. This novel approach leverages reasoning trajectories generated by the language model itself, significantly improving performance on question-answering tasks with minimal training data. The framework addresses the issue of AI 'hallucinations', where models produce inaccurate or fabricated information, by using end-to-end self-reasoning processes. This development positions Baidu's AI to potentially rival the performance of GPT-4 and set new standards for AI reliability and trustworthiness.