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Remove lookahead from historical replay
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@@ -39,6 +39,12 @@ price is known, grades it at least 12 hours later, and combines that broad marke
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calibration with each agent's personal outcomes. This expands the learning sample
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without backfilling future information into old decisions.
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The initial seven-day chart seed is an approximate replay, not a live return.
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It uses only prices available on each simulated date, computes daily and weekly
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changes from those historical prices, disables unavailable hourly reversal data,
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and labels the combined number as legacy/replay. Engine-version returns are the
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clean live comparison.
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Paper accounts created with a password are also saved through the backend, so a
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user can log in from another device and see the same paper portfolio, activity,
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and value history. Passwordless paper accounts remain local-only.
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