AI Sparks Episode#19 Survey of data Agents

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AI Sparks

Praveen Govindaraj

26 episodes

2 days ago

Step into the world where artificial intelligence meets everyday impact. Each episode of AI Sparks brings you the latest trends, innovations, and breakthroughs shaping the AI landscape—alongside honest conversations about the challenges, risks, and threats that come with it. From game-changing discoveries to real-world applications, from ethical debates to future possibilities, AI Sparks is your guide to understanding how AI is reshaping industries, societies, and our lives.

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AI Sparks Episode#19 Survey of data Agents

AI Sparks

4 minutes 26 seconds

2 weeks ago

AI Sparks Episode#19 Survey of data Agents

A crisp tour of the new taxonomy for Data Agents — L0 to L5 — and why the L2→L3 leap (from executing steps to orchestrating pipelines) is the milestone to track. We cover the scope across Data Management, Preparation, and Analysis, the governance risks from vague marketing, and what “Proto-L3” systems look like in the wild. Source: A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

#AI #DataAgents #AgenticAI #LLMAgents #DataEngineering #DataManagement #DataPreparation #DataAnalysis #NL2SQL #RAG #MCP #AutonomyLevels #L2toL3 #EnterpriseAI #AISPARKS