LLM-based Feature Extraction for Operational Optimization // Xin Lian // LLMs in Prod Con Part 2

// Abstract
Large language models (LLMs) have revolutionized AI, breaking down barriers to entry to cutting-edge AI applications, ranging from sophisticated chatbots to content creation engines.

LLMs also provide an easy-to-use and efficient way to perform high-quality feature extraction of any language tasks for downstream consumption. This significantly reduces the time to bring models into production as well as operational costs.

In Canva, part of our product development involves understanding the content of our users, both consumers (who search for …

abstract ai applications applications breaking chatbots easy edge edge ai extraction feature language language models large language large language models llm llms optimization part prod quality tasks