Red Hat AI(@RedHat_AI):Your AI assistant says 44% pull-through, 60 days to close. The dashboard says 43.2% and 52.5. Did the model hallucinate? Trace it with @MLflow and you see the agent got 44% and 60 straight from the tool. It summarized correctly. The bug is upstream: the tool and the dashboard just disagree. That's the shift, from "the AI is wrong" to a bug someone can actually fix. @cedricclyburn and @LegareKerrison on how AI observability works:

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Red Hat AI@RedHat_AI

2026.09.20 13:52

Your AI assistant says 44% pull-through, 60 days to close. The dashboard says 43.2% and 52.5. Did the model hallucinate? Trace it with @MLflow and you see the agent got 44% and 60 straight from the tool. It summarized correctly. The bug is upstream: the tool and the dashboard just disagree. That's the shift, from "the AI is wrong" to a bug someone can actually fix. @cedricclyburn and @LegareKerrison on how AI observability works: