Latent Space: The AI Engineer Podcast

In this engaging conversation, Shreya Shankar, a talented ML Engineer with a rich background at Facebook and Google Brain, shares her path to becoming a PhD candidate at UC Berkeley. She dives into the complexities of MLOps, highlighting crucial aspects like velocity, validation, and risks such as data leakage. Shreya emphasizes the importance of supporting underrepresented minorities in tech and discusses innovative AI tools that enhance creativity. Her insights into the evolving landscape of AI and data management spark excitement about the future of technology.

Logan Kilpatrick, a key player at OpenAI, shares insights on the groundbreaking launch of ChatGPT plugins, likening it to a modern app store. Florent Crivello discusses his AI assistant startup, emphasizing personalization in workflow management. Nader Dabit dives into the revolutionary capabilities of plugins, like executing Python code for video editing. They explore the competitive landscape among tech giants, innovative monetization strategies, and the potential of AI in transforming everyday tasks, sparking excitement for the future of technology.

In this conversation, Sarah Nagy, founder of Seek.ai and former astrophysicist, dives into the fascinating world of AI and data. She explains how Seek.ai empowers non-technical users to access insights effortlessly, transforming data querying with natural language interfaces. The discussion touches on the interplay between improv and AI in crafting responses, the significance of the semantic layer for better data management, and the evolving demands in the data engineering space. Sarah also shares her predictions for rapid advancements in AI productivity tools.

Varun Mohan, CEO of Codeium and former tech lead at Nuro, dives deep into the evolving landscape of AI infrastructure. He shares insights on achieving GPU efficiency and dynamic multiplexing for optimal model performance. The discussion tackles the significance of robust infrastructure in model development and the impact of AI in code generation, noting that 60-70% of AI-generated code is retained. Varun also explores the challenges of scaling AI applications and the transformative potential of AI in both software and legal industries.

Logan Kilpatrick, First Developer Advocate at OpenAI, shares insights from the forefront of AI technology. He discusses the rapid acceleration of AI, focusing on tools like ChatGPT and their transformative potential across sectors such as education and mental health. Logan also dives into the importance of prompt engineering for maximizing AI capabilities. He explores exciting developments like Apple's Neural Engine and advances in content creation via AI, highlighting the need for ethical considerations and innovation in this fast-evolving field.