Скачать или смотреть Apidays Paris 2023 - Protect Your Business: AI Privacy Solutions Explained

Title: An API-based Approach to Data Protection and Residency for LLMs
Speaker: Sean Falconer, Head of Developer Relations and Marketing at Skyflow

Apidays Paris 2023 - Software and APIs for Smart, Sustainable and Sovereign Societies
December 6, 7 & 8, 2023

Sean Falconer, Head of Developer Relations and Marketing at Skyflow, delves into the intricacies of AI privacy solutions and the significance of data protection and data residency for large language models (LLMs). In this insightful discussion, Shan draws parallels between historical technological shifts and the current era of AI, emphasizing the importance of adopting robust privacy measures in your business.

#SecurelyUseAi #PiiProtection #AiSolutions #PrivacyEngineering #PrivateLlms

CHAPTERS:
0:00 - Intro
2:19 - Historical Innovations
6:42 - The L Era
9:21 - The Problem with AI Models
11:52 - The Emerging LLM Abstraction
12:45 - Salesforce's Einstein GPT Trust Layer
13:32 - The Cloud Providers' Private LLMs
16:23 - The Future of Privacy Engineering
17:18 - The Zero-Trust PII Data Privacy Vault
17:53 - Privacy by Engineering
18:10 - Leakage of PII into an LLM
20:18 - Demo: Privacy-Safe Training & Inference with a PII Data Privacy Vault
21:50 - App Stack
22:10 - Training
22:54 - Inference
24:53 - Thank You

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