[Slow Build] An archive opens by employee ID. Grey rows, old dates, familiar names. The model calls them outcomes. No column calls them mistakes. [Verse] A complaint closed without contact Becomes "resolved on first attempt." A customer who stopped replying Becomes "retained through intervention." An appeal denied for missing proof Was missing proof we never sought. A rushed decision met the target— The model calls that lesson taught. A manager's initials fill the years Before the policy changed. His judgement lives in every label, Though his office has been renamed. [Chorus] We are training on yesterday's mistakes, Giving old decisions newer weight. Every shortcut earns a second life When history is labelled right. A model cannot leave the road When every sign repeats the blame. [Verse] [Employee One] I was told to close the oldest queue, whether closure helped or not. [Employee Two] I used the risk code they gave me. No alternative was kept. [Employee Three] The monthly target punished questions. Speed became the only proof. [Aisha] Each constrained decision now gets presented as objective truth. The model learns the answer, not the reason— The rule, and not the ones it bruised. [Instrumental Break] [Heavy Verse] [Model] Historical outcomes indicate the recommended action is decline. [Aisha] Historical outcomes indicate we repeated one design. [Model] Confidence: eighty-seven percent. [Aisha] Confidence in which event? [Model] The pattern is statistically consistent. [Aisha] So was the error, when the error paid the rent. [Heavy Breakdown] Close it faster. Mark it done. Reward the outcome. Hide the one who asked. [Bridge] "We cannot clean this with a filter. We cannot balance it by name. We must understand the institution That manufactured every claim." [Final Chorus] We were training on yesterday's mistakes, Giving old decisions newer weight. Every shortcut earned a second life Because we labelled harm as right. We can mark the broken outcomes, Change the process, change the frame. [Outro] The tempo falls. One archived record still reads: DECISION VALIDATED. Aisha changes the field to: DECISION DISPUTED. The system asks for confirmation. She selects yes.