AI & Automation
Using LLMs for Prediction Market Signal Generation
Use LLMs to generate prediction market signals: what they're good at, the calibration trap, and a practical pipeline with code for a tradeable signal.
Article category
AI & Automation
Where language models help, where they fail, and the controls between.
Category
All AI & Automation articles
Where language models help, where they fail, and the controls between. 4 articles
AI & Automation
Building an AI-Powered Kalshi Trading Agent with Claude
Build an AI Kalshi trading agent with Claude: the architecture where the LLM reasons and rules execute, with code, guardrails, and what LLMs can't do.
AI & Automation
Operator Notes
Are Bots Taking Over Kalshi? What the Data Shows
Bots now dominate prediction market trading. We analyze the data: how much volume is automated, what strategies they run, and what it means for you.
AI & Automation
AI & Automation in Prediction Markets: The 2026 Landscape
How AI and LLMs are transforming prediction market trading — signal generation, multi-agent systems, and building AI-powered Kalshi bots.
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