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BayesiaLabBayesiaLab User GuideHellixiaAutomatic Causal Network Generator

Automatic Causal Network Generator

The Automatic Causal Network Generator creates a Causal Bayesian Network from your question by leveraging knowledge available in LLMs.

What It Does

  • Creates nodes and arcs from a prompt-defined problem domain.
  • Adds explanatory comments for causal links.
  • Retrieves beliefs about causal effects (from -100 to 100).
  • Builds conditional probability tables.
  • Automatically formats the resulting network for readability.

A Risk-Centric Causal Network option is available to focus on risk characterization, including triggering events, controls, consequences, and mitigation actions.

Example

Causal Network on Car Accidents
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Causal Network on Car Accidents