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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.

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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