
Author Archives: Kathy Liao
Author Archives: Kathy Liao
The transition of AI from experimental to production is not without its challenges. Developers face the challenge of balancing rapid innovation with the need to protect users and meet strict regulatory requirements. To address this, we are introducing Guardrails in AI Gateway, designed to help you deploy AI safely and confidently.
LLMs are inherently non-deterministic, meaning outputs can be unpredictable. Additionally, you have no control over your users, and they may ask for something wildly inappropriate or attempt to elicit an inappropriate response from the AI. Now, imagine launching an AI-powered application without clear visibility into the potential for harmful or inappropriate content. Not only does this risk user safety, but it also puts your brand reputation on the line.
To address the unique security risks specific to AI applications, the OWASP Top 10 for Large Language Model (LLM) Applications was created. This is an industry-driven standard that identifies the most critical security vulnerabilities specifically affecting LLM-based and generative AI applications. It’s designed to educate developers, security professionals, and organizations on the unique risks of deploying and managing these systems.
The stakes are even higher with new regulations being introduced:
During Developer Week in April 2024, we announced General Availability of Workers AI, and today, we are excited to announce that AI Gateway is Generally Available as well. Since its launch to beta in September 2023 during Birthday Week, we’ve proxied over 500 million requests and are now prepared for you to use it in production.
AI Gateway is an AI ops platform that offers a unified interface for managing and scaling your generative AI workloads. At its core, it acts as a proxy between your service and your inference provider(s), regardless of where your model runs. With a single line of code, you can unlock a set of powerful features focused on performance, security, reliability, and observability – think of it as your control plane for your AI ops. And this is just the beginning – we have a roadmap full of exciting features planned for the near future, making AI Gateway the tool for any organization looking to get more out of their AI workloads.
The AI space moves fast, and it seems like every day there is a new model, provider, or framework. Given this high rate of Continue reading