The Data-AI Loop: How Circularity Drives Innovation

Mar 6, 2025 · 34m 19s
The Data-AI Loop: How Circularity Drives Innovation
Chapters

01 · Introduction: Andrea Zinno, Data Evangelist

0s

02 · Circularity Between Data & AI

2m 49s

03 · Data Quality & AI Performance

4m 22s

04 · Challenges in AI & Data Management

11m 13s

05 · Human Learning

15m 36s

06 · QA: What would your data be as a superhero

28m 13s

Description

We’re excited to bring you another thought-provoking episode in Season 4, The Data-AI Loop: How Circularity Drives Innovation! Joining us today is Andrea Zinno, Data Evangelist at Denodo, who brings...

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We’re excited to bring you another thought-provoking episode in Season 4, The Data-AI Loop: How Circularity Drives Innovation! Joining us today is Andrea Zinno, Data Evangelist at Denodo, who brings over three decades of experience in IT, covering Machine Learning, Digital Transformation, Advanced Data Analytics, and Innovation. In this episode, we explore the concept of the Data-AI Loop—a continuous cycle where data fuels AI, and AI, in turn, refines and enhances data, driving ongoing learning and adaptation. We’ll dive into key areas, including: 
  • Circularity Between Data & AI – How a continuous feedback loop strengthens AI models and prevents deterioration. 
  • Data Quality & AI Performance – The critical role of data quality, bias mitigation, and dataset relevance in AI training. 
  • Challenges in AI & Data Management – Addressing explainability, trust, hallucinations, and privacy concerns. AI’s Learning vs. 
  • Human Learning – Why AI models must continuously adapt and where they fall short compared to human cognition. 
  • Optimizing AI with Denodo – How companies can leverage data virtualization to streamline AI training and enhance efficiency. 
Tune in as we uncover the transformative power of the Data-AI Loop and its implications for organizations looking to stay ahead in the AI-driven world.
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Author Denodo
Organization Denodo
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