Welcome to Episode 127 of the Eye on AI podcast with host Craig Smith and guest Clemens Mewald. In this episode, we dive into the world of AI and its transformative impact on industries. Join us as we explore Instabase, the cutting-edge company led by our guest, a seasoned engineer with an impressive background at Google Brain, Databricks, and now Instabase. Discover how Instabase is revolutionizing automation and content capture across various organizations using AI-driven methods. Uncover the mission behind Instabase and delve into the intricate details of AI Hub, a groundbreaking marketplace for AI models and products. We explore the limitations of model repositories and marketplaces, particularly in large-scale applications. As we compare AI Hub with the AWS Marketplace, we touch upon the abundance of low-code app development solutions in the market, highlighting Accio’s rich SaaS offerings and generative AI apps as an industry benchmark. No discussion about AI would be complete without delving into the potential of GPT-4, a powerful language model capable of accurately predicting task outcomes. Join us on this ride as we uncover the heart of AI, its revolutionary applications, and its transformative power across industries. (00:00) Preview (00:38) Introduction (01:22) Clemens background and Google Brain  (02:44) Instabase and solving unstructured data problems (07:40) How Instabase works and different use cases  (13:20) The long term vision of the AI Hub (17:12) Blockchain based marketplace for AI models  (21:50) AWS Marketplace compared to Instabase  (24:05) Generative AI and no code web apps  (31:05) Biggest concerns of using Open AI for security   (35:40) Considerations of use cases of GPT4  (40:00) LLMs acting as knowledge and reasoning engines  (46:40) Using different AI models based on different tasks  (51:00) Leveraging other AI models for compatibility  (54:14) How to get people to start using Instabase Craig Smith Twitter: https://twitter.com/craigss Eye on A.I. Twitter: https://twitter.com/EyeOn_AI  

Clemens Mewald, Head of Product at Instabase, discusses how to enhance engineering leadership using generative AI tools, addressing cross-functional collaboration challenges. They explore creative ways to implement GenAI beyond chatbots, questions to ask when leveraging GenAI capabilities, and rethinking productivity. Clemens also shares insights on translating technical knowledge into meaningful business outcomes.