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Data Engineering Weekly

Agents of Change: Navigating 2025 with AI and Data Innovation

29 Dec 2024

Description

Agents of Change: Navigating 2025 with AI and Data InnovationIn this episode of Dew, the hosts and guests discuss their predictions for 2025, focusing on the rise and impact of agentic AI. The conversation covers three main categories:1. The role of agent AI2. The future workforce dynamic involving human and AI agent3. Innovations in data platforms heading into 2025.Highlights include insights from Ashwin and our special guest, Rajesh, on building robust agent systems, strategies for data engineers and AI engineers to remain relevant, data quality and observability, and the evolving landscape of Lakehouse architectures.The discussion also discusses the challenges of integrating multi-agent systems and the economic implications of AI sovereignty and data privacy.00:00 Introduction and Predictions for 202501:49 Exploring Agentic AI04:44 The Evolution of AI Models16:36 Enterprise Data and AI Integration25:06 Managing AI Agents36:37 Opportunities in AI and Agent Development38:02 The Evolving Role of AI and Data Engineers38:31 Managing AI Agents and Data Pipelines39:05 The Future of Data Scientists in AI40:03 Multi-Agent Systems and Interoperability44:09 Economic Viability of Multi-Agent Systems47:06 Data Platforms and Lakehouse Implementations53:14 Data Quality, Observability, and Governance01:02:20 The Rise of Multi-Cloud and Multi-Engine Systems01:06:21 Final Thoughts and Future Outlook This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit www.dataengineeringweekly.com

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