How calculate p&l on certificate trading are reshaped as AGI capability advances.

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Trigger: Execution of a certificate trade or the arrival of the daily trading cutoff time.
Outcome: Profit and loss for the certificate trading portfolio is quantified, reconciled, and recorded in the financial ledger.