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Tiankai Feng, The Impact of AI on Creativity and the Challenges of Ownership
Manage episode 438045957 series 3557343
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In this new episode of The Praxi Pod, Andrew Turner spends a very enjoyable time with Tiankai Feng talking about data governance and AI governance. Tiankai shares his approach to making data more approachable and fun, using his musical talents to create songs and parodies about data. They discuss the resurgence of data governance, driven by innovation and regulations. They also explore the challenges of governing AI and machine learning models, including data quality, bias, and ethical considerations. Tiankai emphasizes the importance of human oversight in AI governance. They touch on the adoption of AI in different industries and the role of small innovation hubs in driving progress. Tiankai also explains the concept of data mesh and its principles. Finally, Tiankai shares his role at ThoughtWorks in helping clients with data strategy and governance, including implementing data mesh projects. In this conversation, Andrew and Tiankai discuss the concept of data mesh and its relevance in today's data landscape. They explore the role of data governance and metadata management in ensuring data quality and usability. They also touch on the impact of AI on creativity and the challenges of ownership and responsibility in the AI era. The conversation concludes with a discussion on the future of AI and the need for organizations to embrace new technologies while considering legal and ethical implications.
Chapters
00:00 Introduction and Background
02:15 The Resurgence of Data Governance
06:04 Challenges in Governing AI and Machine Learning Models
09:31 Adoption of AI Across Industries
13:29 Driving Progress in AI through Small Innovation Hubs
19:45 Understanding Data Mesh and its Principles
20:55 The Role of Human Oversight in AI Governance
21:10 The Concept of Data Mesh
23:24 The Evolution of Data Management
25:43 The Importance of Data Classification and Curation
28:36 The Role of Data Quality in Outcomes
29:26 The Challenges of Unstructured Data
30:30 The Impact of AI on Tedious Tasks
32:56 Motivating Data Owners and Providing Tools
36:57 The Boundaries of Human Creativity and AI
39:38 The Future of AI and Ethical Considerations
Our guest Tiankai Feng, is a Data & Analytics leader and author of "Humanizing Data Strategy". He is currently the Data Strategy & Governance Lead in Thoughtworks Europe and the Head of Marketing of DAMA Germany. With 11+ years experiences in Data Analytics, Data Governance and Data Strategy, he found a passion for the human aspect of data: how to collaborate, communicate and be creative around data. He is passionate about making data more understood, approachable and fun through unconventional methods like music and memes.
Links:
Book: https://technicspub.com/humanizing-data-strategy/
LinkedIn: https://www.linkedin.com/in/tiankaifeng/
Youtube: https://www.youtube.com/kaifeng
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