News-desk comedy needs an audience. Sitcom laugh tracks were wrong. Dense festival crowds were wrong. Weekend Update was right — and getting there took nine reaction types, a multi-take stem library, a density dial, a multi-model LLM planner, and one weirdly specific trick to make the goodbye bleed into the outro.
WillWin is a personal technical experiment — a single open-weights 32B model running on a local RTX 5090 reads public data sources and publishes nightly probability estimates for the 2026 World Cup, Eurovision, F1, Tour de France, and the Oscars. Not a prediction service, not betting advice.
How we built a real-time AI chatbot for TheDoodleCast using Ollama, a local RTX 5090, Cloudflare Tunnel, and a custom streaming UI — without paying per token.
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