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The outcome section measures the same thing as the backtest with the same code and data — its only unique value is catching when the live system drifts from the backtest (a bug, config/data drift, or look-ahead). So reframe it as exactly that: a one-line "Live X R vs Backtest Y R · n matured · tracking ✓ / drift ⚠" indicator (like-for-like with the qualified toggle), with the stat cards and By-Action/By-Confidence tables moved into a collapsed "Outcome details" disclosure. Drop the always-empty By-Direction table. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>