AI workflow

AI Tools for Prediction Market Research

Use AI to organize research faster, not to replace judgment or predict outcomes for you.

Use AI to improve research efficiency, but do not treat it as an oracle that judges outcomes for you.

Workflow

Start with the complete human-led AI research workflow, then reuse these steps for each contract.

• Parse the exact contract before summarizing the story.
• Build a dated source timeline.
• Compare the strongest case on each side.
• Track what changed since the last market move.
• Challenge stale facts and unsupported assumptions.
• Keep a human-owned research and decision log.

Boundary

AI can help with context, summarization, and checklists. It should not be framed as a certain prediction system or automated betting engine.