#dataprivacy

Episodes

235 - GenAI + RAG + Apple Mac = Private GenAI
In this conversation, Matthew Pulsipher discusses the intricacies of setting up a private generative AI system, emphasizing the importance of understanding its components, including models, servers, and front-end applications. He elaborates on the significance of context in AI responses and introduces the concept of Retrieval-Augmented Generation (RAG) to enhance AI performance. The discussion also covers tuning embedding models, the role of quantization in AI efficiency, and the potential for running private AI systems on Macs, highlighting cost-effective hosting solutions for businesses. ## Takeaways * Setting up a private generative AI requires understanding various components. * Data leakage is not a concern with private generative AI models. * Context is crucial for generating relevant AI responses. * Retrieval-Augmented Generation (RAG) enhances AI's ability to provide context. * Tuning the embedding model can significantly improve AI results. * Quantization reduces model size but may impact accuracy. * Macs are uniquely positioned to run private generative AI efficiently. * Cost-effective hosting solutions for private AI can save businesses money. * A technology is advancing towards mobile devices and local processing. ## Chapters 00:00 Introduction to Matthew's Superpowers and Backstory 07:50 Enhancing Context with Retrieval-Augmented Generation (RAG) 18:25 Understanding Quantization in AI Models 23:31 Running Private Generative AI on Macs 29:20 Cost-Effective Hosting Solutions for Private AI

231 - Embracing Private GenAI
GenAI has transformed the world, sparking significant concerns about data privacy, leakage, bias, and loss of control. However, these concerns can be effectively managed with a unique approach to the prevalent public GenAI. Discover how private GenAI is empowering organizations to regulate and harness this potent new tool. Listen to Darren's insightful interview with Jason Langone, a renowned AI specialist from Nutanix, as he shares his expertise and insights.

223 - Zero Trust Identify
In this episode, Darren interviewed Jordan Burris, CEO of Socure, about verifying identity in the government's ever-increasing dependence on digital technology.

218 - Evolution of Secure Data Management in Medicine
There is no better place to examine the evolution of data management and digital transformation than healthcare, and no better guest than one of the pioneers in healthcare information technology, Dr. Michael Blum. Check out the compelling interview with Darren and Dr. Michael Blum.

210 - Cyber Technology Cannot Hide Bad Risk Management
In today’s tech-driven business world, balancing the use of SaaS platforms and maintaining robust cybersecurity is like walking a tightrope. In this podcast episode, we chat with Richard Hollis, Director at RiskCrew, about the practical application of Zero Trust principles and a holistic approach to risk management in the digital age. We explore the importance of data-centric security, the challenges posed by cloud-based SaaS platforms, and the necessity of evolving our cybersecurity strategies.

186 - Introduction to GenAI RAG
In a rapidly evolving digital sphere, generative Artificial Intelligence (GenAI) is capturing the attention of technophiles across the globe. Regarded as the future of AI technology, GenAI is broadening boundaries with its potential for accurate simulations and data modeling. A prominent figure in this arena, Eduardo Alveraz, an AI Solution Architect at Intel and former geophysicist, holds invaluable insights into this fascinating world of GenAI.

176 - Zero Trust Shared Data
In this episode, Darren interviews Shammim Naqvi, the CEO and founder of SafelyShare, about managing and securing data in shared and collaborative environments using the zero-trust data model.

59 - Evolution of Data Privacy
Darren Pulsipher, Chief Solution Architect, Intel, discusses what data privacy really means and its future direction with Jeremy Harris, Assistant General Counsel – Privacy/Information Security, at Sutter Health.

40 - Collaborative Medical Research with Confidential Computing
Breakdown the barriers to accelerating medical research for the cure to cancer with confidential computing. Nick Bhadange, Technology Specialist, AI-Vets and Darren Pulsipher, Chief Solution Architect, Public Sector, Intel, discuss the need for confidential computing in healthcare and the potential benefits through use cases.

12 - Put the Title Right Here
On our last episode, Erin Moseley, Sr. Account Exec for Education at Intel, and Grant Kelly, Solution Architect for Education at Intel joined Darren to talk about the technological challenges and options in distance learning. In this episode, we delve more deeply into privacy and security threats and solutions.