Zero Shot LLM
We've built a large language model that can interpret our detection signals to make an attack/safe judgment on a message.
What is the item?
We've built a large language model that can interpret our detection signals to make an attack/safe judgment on a message This model reviews messages in a text format, which is more similar to how a human reviews a message than how a traditional ML system reviews a message This increases the resilience of our overall detection engine
Why is it helpful to our customers?
This large language model enables our system to process messages more deeply and with broader context This results in a substantial reduction in false positives and increase in attacks detected across all of our customers
Why is it interesting?
This kind of system performs classification in a very different way from a traditional machine learning pipeline This suggests a new paradigm for detection systems that combine traditional machine learning with generative AI