A KPI tree linking AI activity to excess return should:

Question

Accepted Answer

Connect activity → intermediate process KPIs → risk-adjusted performance with explicit assumptions and lag. — KPI trees: activity → process KPIs → risk-adjusted performance, with lags/assumptions explicit.

Answer

Stop at token counts.

Answer

Assume every prompt yields alpha.

Answer

Ignore risk adjustment.

A KPI tree linking AI activity to excess return should:

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