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One thing that's been bothering me lately: benchmark performance often tells me almost nothing about whether a workflow will survive production usage.[D]

Via r/MachineLearning
Friday, May 22, 2026 ยท 6:43AM
Summary

I've seen systems score well internally and then immediately fail under: ambiguous user intent messy real-world context contradictory instructions long-running sessions Feels like evaluation still heavily rewards clean-task optimization instead of behavioral robustness. What are people using beyond

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