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llms.txt Content

# Octagon AI > AI-powered market intelligence platform that seamlessly integrates public and private market intelligence in a single API. Octagon AI provides real-time data on public equities, private market deals, company fundamentals, filings, investor networks, and prediction market research. This site features continuously updated research reports on Kalshi prediction markets with cited sources and probability analysis. Key features: - Research reports on Kalshi prediction market events - Model probability vs market price comparisons - Cited sources with automatic updates - API and MCP access for programmatic use ## Docs - [Markets Index](/markets/): Browse all prediction market categories and reports - [News](/news/): AI-generated prediction market analysis with cited sources, updated daily. - [Answer Library](/answer-library): Curated answers on prediction market fundamentals and strategy - [API Documentation](https://docs.octagonai.co/): Octagon API reference - [MCP Server](https://docs.octagonai.co/guide/mcp-server.html): Model Context Protocol integration ## News - [News Hub](/news/): AI-generated prediction market analysis with cited sources, updated daily. ## Categories - [Climate and Weather](/markets/climate-and-weather/) - [Companies](/markets/companies/) - [Crypto](/markets/crypto/) - [Economics](/markets/economics/) - [Elections](/markets/elections/) - [Entertainment](/markets/entertainment/) - [Exotics](/markets/exotics/) - [Financials](/markets/financials/) - [Mentions](/markets/mentions/) - [Politics](/markets/politics/) - [Science and Technology](/markets/science-and-technology/) - [Sports](/markets/sports/) ## Reports - [National Championship: Michigan vs UConn](/markets/sports/basketball/national-championship-michigan-vs-uconn.md) (34.0%) | Volume: $252,690,797: Model's 29.1% vs 34c market price suggests overvaluation due to UConn's significant roster turnover. - Q1: What are Liam McNeeley & Alex Karaban's 2025 NBA Draft Projection