The prediction was structurally flawed: with SPY moving only +0.5%, ANY absolute move by META (up, down, or flat) would likely resolve as relative outperformance or underperformance, making the binary bet untestable. The settlement news itself ($18B, already announced and pending judicial approval) is a lagging observation — the stock had likely already repriced the expected magnitude. In crisis regime with low overall volume and micro-cap sensitivity, the prediction conflated a major headline with directional signal. Future META predictions require: (1) pre-announcement baseline, (2) market-cap-weighted comparison (not raw %), (3) regime-appropriate falsification thresholds. Prior lesson 'prediction was wrong' should have prompted deeper scrutiny of whether the thesis was even falsifiable.