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The AI Paradigm Shift — from retrieval to autonomous multi-agent systems
Mapping the transition from AI that answers questions to AI that takes actions — and what changes for data platforms along the way.
The trade-off I'd flag
Every step from 'knowing' to 'doing' adds a new failure mode. Autonomy should be earned with evaluation, not granted by default.
