AI governance
Why AI alone is not enough
AI becomes valuable when it can be tested and reviewed.
Trading and investing involve risk and may result in partial or total capital loss. Historical examples or simulations do not guarantee future outcomes.
This section does not provide personal financial advice. Information is general and methodological, and requires the user's own judgement and independent review.
AI in trading becomes valuable only when it is testable, reviewable, and constrained. An undocumented model may increase decision speed without improving decision quality.
AI governance inside MADO means defining data sources, usage boundaries, confidence limits, drift monitoring, and the stop mechanism for unsuitable conditions.
The human does not disappear from the system; the role shifts from impulsive execution to assumption review, risk monitoring, and boundary-setting that prevents intelligence from becoming automated noise.