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Multimodal & Generative MediaHard· Evaluation· Multimodal RAG· Launch Readiness
A multimodal RAG model performs well on a benchmark but...
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See plansThe benchmark score is not evidence of success if the benchmark structure does not mirror the production failure mode (e.g., presenting multiple candidate images). You should block the launch and require an internal evaluation that specifically tests the model’s ability to disambiguate between multiple similar images, setting a clear performance threshold for launch.