2026-05-20: $AEO predicted -2.01%, did +0.91%

On May 20th, the pattern picks achieved 11 correct directional calls out of 20 attempts, a 55% hit rate. The portfolio averaged a 0.31% gain across all selections. MFG delivered the largest surprise, climbing 2.43% against a predicted decline of 0.4%, while KGS fell 1.31% when a modest 0.34% rise was anticipated. The hero pick was AEO, flagged as bearish with a predicted 2.01% decline. Instead, AEO gained 0.91%, missing the direction entirely and generating a 2.92 percentage-point error. This represented one of the day's most substantial forecast misses—a reversal rather than a modest miss, suggesting the bearish signal carried weak conviction or the underlying catalyst failed to materialize as expected. The week's calibration shows mixed results. A 55% directional win rate sits modestly above a coin-flip baseline, indicating the pattern signals retain some signal but with considerable noise. The AEO miss underscores that even when a pattern is selected as sufficiently confident to highlight, execution can deviate sharply. No systematic bias toward optimism or pessimism is evident in the average return (0.31%) relative to the mix of wins and losses. The divergence between MFG (best) and KGS (worst)—separated by 3.74 percentage points—reflects the inherent variance in single-day stock movements regardless of pattern strength. Continuing to log these misses alongside hits provides the ground truth needed to refine thresholds over time.