Rework player award ratings, swap weak photos, and rewrite copy for a more human tone

Add country flags throughout the UI

Redesign UI for information presentation: plain-language hero, How-it-works accordion, Methodology tab, and forecaster comparisons

Fix result-check automation: skip scoreless FINISHED matches, decouple overdue gate

Fit and validate World Cup forecast model

USA-flag redesign: Sora font, glassmorphism, upcoming matches first

Build live World Cup 2026 forecaster

Harden dataset evaluation and expose runtime fallback

Build Underdog Lab forecasting hackathon app