Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
June 06, 2024
·
Seattle
Pick-Em's Bot
Learn how an LLM agent gathers sports articles and statistics, then predicts NFL Pick‑Em winners using structured prompts and coordinated agent collaboration.
Overview
This is an LLM agent built that scrapes sports articles and team stats to predict winners for ESPN’s Pick-Em’s game.
For the 2023 NFL season, this agent won my local group’s pick-em’s competition and came in the top 15% across all of ESPN’s users (~one million users played). The top player across all of ESPN for 2023 correctly chose 195 games (~71%). This agent correctly chose 163 (~60%).
Links
Tech stack