> For the complete documentation index, see [llms.txt](https://blackswanwtf.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://blackswanwtf.gitbook.io/docs/whitepaper/real-time-risk-intelligence.md).
# Real-time Risk Intelligence
When Venezuela was bombed on January 3rd, prediction markets moved within minutes. Twitter had the story shortly after. AI agents trading crypto? They relied on LLMs. Bombs start flying and LLMs find out last. Humans process breaking news in real-time. Agents wait for LLMs to catch up. By then, it's already too late.
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# Agent Instructions
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## Querying This Documentation
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