Partially Redacted: Data, AI, Security, and Privacy
Skyflow
76 episodes
8 months ago
Partially Redacted brings together experts on engineering, architecture, privacy, data, and security to share knowledge, best practices, and real world experiences – all to help you better understand how to use, manage, and protect sensitive customer data.
Each episode provides an in-depth conversation with an industry expert who dives into their background and experience working in data privacy. They’ll share practical advice and insights about the techniques, tools, and technologies that every company – and every technology professional – should know about.
Learn from an amazing array of founders, engineers, architects, and leaders in the privacy space. Subscribe to the podcast and join the community at https://skyflow.com/community to stay up to date on the latest trends in data privacy, and to learn what lies ahead.
All content for Partially Redacted: Data, AI, Security, and Privacy is the property of Skyflow and is served directly from their servers
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Partially Redacted brings together experts on engineering, architecture, privacy, data, and security to share knowledge, best practices, and real world experiences – all to help you better understand how to use, manage, and protect sensitive customer data.
Each episode provides an in-depth conversation with an industry expert who dives into their background and experience working in data privacy. They’ll share practical advice and insights about the techniques, tools, and technologies that every company – and every technology professional – should know about.
Learn from an amazing array of founders, engineers, architects, and leaders in the privacy space. Subscribe to the podcast and join the community at https://skyflow.com/community to stay up to date on the latest trends in data privacy, and to learn what lies ahead.
Privacy and Security Considerations for RAG with Graphlit's Kirk Marple
Partially Redacted: Data, AI, Security, and Privacy
39 minutes 32 seconds
1 year ago
Privacy and Security Considerations for RAG with Graphlit's Kirk Marple
In this episode, Kirk Marple, CEO and Co-founder of Graphlit, joins the show. Sean and Kirk dive into the world of unstructured data management, discussing the evolution and current challenges in the field.
While structured data has been well-handled since the 1970s, 80-90% of the world’s data remains unstructured, with predictions of 175 billion terabytes by 2025. Despite this vast amount, companies struggle to utilize it effectively due to immature tools and processes. Graphlit was founded to address this gap, providing scalable, maintainable systems with enhanced observability to handle unstructured data efficiently.
Kirk discusses the challenges in data security and privacy when building RAG-based applications. He discusses some of their exploration into PII scrubbing and also controlled access to the vector embeddings based on the roles of a user.
Finally, looking forward, Kirk shares insights into the future of Graphlit and their continued focus on enhancing the accessibility and utility of unstructured data for businesses across various industries.
Partially Redacted: Data, AI, Security, and Privacy
Partially Redacted brings together experts on engineering, architecture, privacy, data, and security to share knowledge, best practices, and real world experiences – all to help you better understand how to use, manage, and protect sensitive customer data.
Each episode provides an in-depth conversation with an industry expert who dives into their background and experience working in data privacy. They’ll share practical advice and insights about the techniques, tools, and technologies that every company – and every technology professional – should know about.
Learn from an amazing array of founders, engineers, architects, and leaders in the privacy space. Subscribe to the podcast and join the community at https://skyflow.com/community to stay up to date on the latest trends in data privacy, and to learn what lies ahead.
