Scaling Secure Large Language Models with AWS Bedrock - Design and Implementation
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Explore a lightning talk from AWS re:Invent that delves into Robinhood's innovative approach to building and scaling a secure large language model (LLM) platform on AWS infrastructure. Discover the architectural design and techniques behind their LLM platform, focusing on how they leverage LLM gateways and Amazon Bedrock to ensure private inference while maintaining optimal performance. Examine the operational model that enables Robinhood to scale their AI capabilities effectively while adhering to strict security protocols. Learn how the company utilizes Amazon Bedrock's security features to handle sensitive data processing while staying compliant with evolving regulatory requirements in the financial services industry.
Syllabus
AWS re:Invent 2024 - Scaling secure large language models with Robinhood (FSI317)
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