Beyond Backtesting: Why 'Identity Risk' Is the Silent Killer of Your Portfolio

Successful trading and content production both require filtering noise from signal by managing 'identity risk' rather than just technical metrics. This insight suggests that discipline and audio-engineering principles like gain structure and frequency separation are more vital for long-term survival than sophisticated but fragile models.