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Showing posts from August, 2024

Secure LLM interface for Enterprises

With advent of ChatGPT people's interest towards LLM's is growing. They are slowing becoming go to tool for several needs like for content for an email to code for an application. But, Enterprises across the globe are blocking usage of LLM's in their networks.  There are multiple reasons. A quick question to an LLM gave the below response:   Lack of access controls, leading to potential data leakage  Risk of plagiarism and intellectual property theft  Lack of transparency and control over data processing and storage  Creation of "shadow AI" phenomenon, leading to potential security risks  They are genuine problems & concerns of businesses. So, this is actually an opportunity for building a SaaS offering to help/solve/mitigate above problems & risks Idea: Build an interface to different LLM offerings.  Primary job of this is to check for any data/secret leakages, Intellectual Property protection & make sure that only allowed content is ...