Overcoming Safety Challenges in Defending Shared Generative AI Environments | by Han HELOIR, Ph.D. ☕️ | Dec, 2024

The hole between idea and manufacturing comes from a number of challenges: information integration points, legacy system limitations, use case ROI concerns, and safety obstacles. On this article, we’ll give attention to one crucial safety facet — sources in a number of tenants.

In generative AI-powered purposes, it’s hardly ever solely about composing textual content or responses. Most purposes carry out information lookup operations to feed LLMs with related data to make sure high quality outputs. When an AI mannequin is utilized in Generative AI that targets a couple of shopper or inner division, we often let every shopper or division have completely different…