What EMI learned from closed trades

Loading EMI’s post-stop evidence. This is an operational learning cohort, not the customer Wins & Losses scorecard.

Window Asset Direction Diagnosis

EMI READOUT

What the evidence says

Plain-English interpretation of the selected cohort.

Learning evidence · no live authority

EMPIRICAL VIEWS

Trade outcome distributions

Real stored outcome and stop evidence. Every chart fails closed when its source is unavailable.

Loading empirical views…

Lane	Sample	Missed win	Difference p50	Action	Confidence

CLASSIFICATION

What happened after the stop

—

INTERPRETATION

How to read this

Liquidity grab means price hit the recorded stop and later reached the planned target. It does not automatically authorize a wider future stop.

Genuine loss means the idea stayed wrong after the stop. Stop valid means the stop did its job without later target recovery.

Any stop change still needs replay evidence, structure validity, the asset stop cap, and smaller sizing when risk widens.

MISSED-WIN FORENSICS

Stopped trades that later reached target

Exact post-stop observations; click a row to inspect the original casefile.

—

Symbol	Asset	Side	Diagnosis	Stop	Recovery	Target after stop

LANE PRESSURE

Where stop placement needs the most study

Grouped by asset, setup lane, and direction. These are learning observations, not live authority.

Lane	Sample	Missed wins	Miss rate	Liquidity grabs	Observed survival stop

Separate truths: Wins & Losses is the customer-facing truth-qualified signal scorecard. This Research page audits internal stop and price-path evidence. It does not claim a broker fill and does not prove that GraphSAGE retrained.