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Building Guardrails for LLMs: A Technical Deep Dive into I/O Engineering

As Large Language Models (LLMs) like ChatGPT are increasingly integrated into various applications, the need for advanced safeguards is evident. Guardrails, which filter the inputs and outputs of LLMs, have emerged as a core technology to mitigate risks associated with these models.

Real-Time Defense: The Power of Data In Transit Classification​

It’s no longer sufficient to merely scan data at rest; a foundational shift towards data in transit classification is imperative to observe data access, properly mitigate threats, and uphold regulatory compliance within production environments.