C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails.

arXiv:2610.34961v1 Announce Type: new Abstract: Despite the remarkable capabilities of large language models (LLMs) across diverse applications, they remain vulnerable to generating content that violates safety regulations and policies. To mitigate these risks