📄 中文摘要
随着行业共识的形成，模型的扩展不再是主要挑战，信任成为了关键问题。从简单的聊天机器人转向管理现实工作流程的自主代理，'幻觉问题'已从一个小麻烦上升为一个关键的系统性风险。为了解决这一问题，HalluciGuard应运而生，它是行业首个开源可靠性层，能够实时强制执行真实性，弥合'不可预测的AI'与'生产就绪系统'之间的差距。
超越提示：为何每个大型语言模型管道在2026年都需要一个可靠性层
📄 English Summary
Beyond the Prompt: Why Every LLM Pipeline Needs a Reliability Layer in 2026
The industry has reached a consensus that scaling models is no longer the primary challenge; trust has become the key issue. As we transition from simple chatbots to autonomous agents managing real-world workflows, the 'hallucination problem' has evolved from a minor nuisance to a critical systemic risk. HalluciGuard has emerged as a breakthrough solution, being the first open-source reliability layer designed to enforce truthfulness in real-time, effectively bridging the gap between 'unpredictable AI' and 'production-ready systems.'