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On-Demand

Securing Next Generation AI Deployments: A Guide for Enterprises

While Generative AI has a lot of potential for helping your enterprise, it’s important to be aware of its inherent security challenges, not to mention its ability to, well, make things up.

This webinar will discuss: 

  • What you need to know about key compliance requirements such as SOC 2 and the European Union’s General Data Protection Regulation (GDPR) 
  • How to use Redis’s Vector Similarity Search to help mitigate AI-generated hallucinations
  • Learn about Chirps and Knowledge Vaults, two tools from Mantium designed to address security risks and promote efficient data management

Agenda

Event Speakers

Tyler Hutcherson

Tyler Hutcherson

Sr. Applied Machine Learning Engineer
Redis

Headshot-Ryan-Sevey

Ryan Sevey

CEO and Co-Founder
Mantium

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Agenda

  • Welcome and introductions
  • Understanding Generative AI and its security challenges
    • Explanation of Generative AI and its potential in enterprise applications
    • Data security and compliance issues associated with Generative AI implementation in the enterprise
    • Real-world examples of security and compliance pitfalls and how they were addressed
    • Overview of the regulatory landscape and compliance requirements (SOC 2, GDPR, etc.)
  • Mitigating hallucinations
    • Leveraging your data: Advantages and disadvantages of retrieval-augmented generation (RAG) vs. fine-tuning
    • Semantic caching – Content moderation, Cost/Performance improvement
    • Using Redis’s Vector Similarity Search
  • Introduction to Mantium’s Chirps and Knowledge Vaults
    • Chirps, its functions, and how it can help detect security risks in vector databases
    • Introduction to Knowledge Vaults and how it helps remediate detected issues
    • The importance of data quality and volume
    • The role of cloud services in the deployment
    • Safety, ethics, and compliance considerations
  • Deploying Generative AI in the enterprise with security and compliance in mind
    • Step-by-step guide on security and compliance considerations when implementing Generative AI in the enterprise 
    • Using Chirps and Knowledge Vaults in this process
    • Using Redis Vector Similarity Search for efficient data management
    • Addressing safety, ethics, and compliance considerations with Mantium solutions
  • Q&A 
  • Concluding comments
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