Cody Coleman is the cofounder and CEO of Coactive AI, a multimodal AI platform to accelerate metadata generation. They recently raised their $30M Series B co-led by Cherryrock Capital and Emerson Collective along with participation from Greycroft, Andreessen Horowitz, and Bessemer Venture Partners. He has a masters degree from MIT and a PhD from Stanford. Cody's favorite books: - The Inner Game of Tennis (Author: W. Timonthy Gallwey) - Gettine More (Author: Stuart Diamond)(00:01) Introduction: Setting the Stage for Metadata(00:21) What is Metadata? Structure in Unstructured Data(01:37) Metadata in Real-World Visual Data Analysis(03:01) Automating Metadata Generation: Challenges and Approaches(06:57) Introduction to Multimodal AI: What and Why(11:25) Managing Trade-Offs in Multimodal AI Systems(13:31) Labeling Challenges in Multimodal Datasets(16:23) Characteristics of an Ideal Metadata Language(18:22) Linking Metadata Quality to Model Effectiveness(20:56) Measuring Efficiency of Metadata Extraction Engines(22:55) Role of Synthetic Data in Metadata and AI(25:30) Evolution of Data Labeling and Future of Metadata(27:27) Exciting Technological Advancements in AI(29:29) Rapid Fire Round--------Where to find Prateek Joshi: Newsletter: https://prateekjoshi.substack.com Website: https://prateekj.com LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19 Twitter: https://twitter.com/prateekvjoshi 

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