Predictions

The model weighs recent form, head-to-head history, home advantage, scoring and conceding patterns, and line-up signals into a probability for every outcome. A language model then writes the prose summary — told to stay consistent with the numbers and not invent context. Every prediction post is tagged as AI-assisted.

Confidence is shown as a band — low, medium, or high — derived from how strongly the model's distribution favours its top outcome. A "high confidence" prediction is one where the model gives a single result a clearly larger share of probability than the alternatives. It is not a guarantee. Football is the wrong sport to make absolute claims in. Fipster does not.