Premier League AI predictions require a league-specific calibration layer that generic football prediction engines miss. The Premier League's compressed schedule, squad rotation under UEFA fixture congestion, and the statistical anomaly of bottom-half clubs winning at Anfield or the Etihad with measurable frequency mean that a flat Poisson model trained on European averages consistently misprices home advantage, draw probability, and Over/Under thresholds. This guide documents the data architecture behind genuine AI Premier League predictions, explains how free daily outputs compare against pr
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