This article is based on Ballerina Swan Lake Update 4 (2201.4.0).

In recent years, cybersecurity has faced increasingly sophisticated threats, making it crucial for organizations to develop robust systems for threat detection and response. One emerging technology that holds promise in this domain is ChatGPT, an advanced natural language processing model developed by OpenAI. In this blog post, we will explore how ChatGPT can be leveraged to enhance threat detection and response in cybersecurity.

The rise of AI and LLMs in our world is revolutionizing the applications we’re building and the customer experiences we’re delivering. This is one of the pivotal moments in our industry where we cross over an intersection in our technology evolution to enter a new journey with a paradigm shift. Past intersections were the rise of mobile, the rise of the cloud, and the rise of microservices, among others. Some people may even say that AI is as revolutionary as the birth of the internet.

Across the industry, organizations are attempting to find ways to implement generative AI in their business and operations. But doing so requires significant engineering, quality data and overcoming risks. In this blog post, we show all the elements and practices you need to to take to productize LLMs and generative AI. You can watch the full talk this blog post is based on, which took place at ODSC West 2023, here.