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- Model training system: training jobs produce TrainedModels with calculated capabilities based on compute, data, and research - Market system: organic API demand and consumer subscriptions now generate real revenue from deployed models - Talent system: salary costs calculated from department headcount - Toast notification system for game events (training complete, etc.) - Offline catch-up: progress bar + summary screen when returning - Market page: pricing controls for API and subscription products - Finance page: income statement, cash charts, funding history - Tick processor now runs all 7 systems in correct dependency order Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>