AI Security Podcast How are LLMs deployed in enterprise | AI Explained
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Jan 3, 2024 Exploring the deployment of LLMs in enterprises, challenges and security measures, compliance standards, vendor risk assessment, and hot topics in AI. The podcast delves into data protection, copyright laws, and future cybersecurity topics with guest speakers.
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Simplifying LLM Deployment Visualization
- Caleb recommends visualizing complex LLM deployments as a simple stack.
- This stack includes request/response, validation, orchestration, and data layers.
LLM Deployment Flexibility
- Each component of the LLM stack can be custom-built, outsourced, or consolidated.
- This flexibility applies to enterprises and individual deployments.
Enterprise LLM Data Handling
- Enterprise LLM deployments often involve external data storage and ingestion pipelines.
- This is crucial for leveraging internal data like documents and tickets.