Consilium Expert Panel Model: Practical Mode Selection, Orchestration, and Workflow Optimization for Real-World AI
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1. Why a Mode-Selection Guide Stops Expensive AI Surprises Most AI projects fail because teams pick a model or setting that sounds powerful, then discover it is unsuitable when the live system faces messy inputs