Language Models in Enterprises: Strategies for Private Data

SafetyDetectives interviewed Davit Buniatyan, CEO and Co-Founder of Activeloop, about their innovative approach to managing multi-modal datasets for AI teams. Buniatyan highlighted the significance of adapting to AI's rapid advancements using state-of-the-art technology like Deep Lake, especially during the global compute shortage. He also discussed safety concerns such as data confidentiality, model hallucination, or code injection when integrating company data with Large Language Models (LLMs).