Agents Aren't Stupid, They're Just Blind
AI agents are 'blind,' not stupid. The fix is context engineering at the data layer, requiring federation and logical views to unify data from sources like Kafka and Iceberg.
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Apache Iceberg
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Why AI Agents Need a Data Harness, Not Just a Lakehouse AI agents require a 'data harness' optimized for conversational pace. This requires combining open standards (Iceberg, Arrow) with a semantic layer to ensure data is accessible, understandable, and performant.Recent signals
Agents Aren't Stupid, They're Just Blind AI agents are 'blind,' not stupid. The fix is context engineering at the data layer, requiring federation and logical views to unify data from sources like Kafka and Iceberg. AI ROI, Why the Agent Isn't the Answer Achieving AI ROI requires architecting the system around the agent. Focus on robust feedback loops, formal verification, and federated data views that stitch together real-time and historical context.
AI ROI, Why the Agent Isn't the Answer
Achieving AI ROI requires architecting the system around the agent. Focus on robust feedback loops, formal verification, and federated data views that stitch together real-time and historical context.
Read article
Why AI Agents Need a Data Harness, Not Just a Lakehouse
AI agents require a 'data harness' optimized for conversational pace. This requires combining open standards (Iceberg, Arrow) with a semantic layer to ensure data is accessible, understandable, and performant.
Read article