How to Fortify Your AI: Privacy Solutions for Enterprises

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Digital Labor Lab

8 episodes

2 days ago

AI is changing work faster than ever, and while the destination is unclear, the opportunity is undeniable. Digital Labor Lab is the podcast for leaders who want to stay ahead—not by guessing, but by exploring, questioning, and adapting. We bring together top minds, real-world case studies, and evolving strategies to understand what’s happening now and what’s coming next. If you’re ready to take part in shaping the future of digital labor, you’re in the right place.

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How to Fortify Your AI: Privacy Solutions for Enterprises

Digital Labor Lab

14 minutes 46 seconds

7 months ago

How to Fortify Your AI: Privacy Solutions for Enterprises

Discover How to Secure Your Data from AI's Hungry Grasp! Explore essential strategies to shield your proprietary data from becoming someone else’s AI training fodder.

In today’s episode of Digital Labor Lab, we dive into on-prem AI solutions, the ins and outs of private model training, and seamlessly integrating security into your digital labor tools for a robust defense against unauthorized data usage.In a world where your data is your crown jewel, maintaining confidentiality is crucial. Whether you’re operating in healthcare, law, or tech, the risk of your data being used to fine-tune external models without your knowledge is real. Learn how companies like Samsung and JP Morgan tackle these challenges and why blocking AI isn’t the ultimate answer. Gain insights on safeguarding your data through strategic architecture designs, such as deploying AI models within your existing systems and leveraging synthetic data sets for privacy. We also discuss cutting-edge developments like open-source models and hardware advancements, ensuring you're well-equipped for the evolving AI landscape.How are you currently protecting your data when using AI tools? Is your organization exploring on-prem AI solutions? We'd love to hear your thoughts.Don’t forget to subscribe to Digital Labor Lab for more eye-opening discussions on AI and the future of work. For more content and updates, connect with us at www.digitallaborlab.com and follow us on social media @DigitalLaborLab.#AI #DataSecurity #DigitalLaborLab #AITools #PrivacyProtectionResources from this episode: Meta Secretly Trained Its AI on a Notorious Piracy Database, Newly Unredacted Court Docs Reveal - https://www.wired.com/story/new-documents-unredacted-meta-copyright-ai-lawsuit/00:00 Introduction 00:33 Welcome to Digital Labor Lab 01:00 Protecting Your Proprietary Data 01:47 Risks of Uncontrolled AI Usage 02:09 AI Architecture Strategies 02:50 Challenges with Local AI Hosting 03:09 Cloud AI Solutions 03:34 Open Source Models 04:31 Benefits of Local Models 05:56 Differential Privacy 07:09 Data Classification 08:05 Sandbox Training Environments 08:52 Synthetic Data Sets 09:55 Digital Labor Strategy 10:15 Security First Approach 10:32 Identity Verification and Monitoring 11:11 Governance and Ethics 13:00 Final Thoughts and Contact Information