Uncertainty Model Kit

Explicitly model what the system does NOT know and quantify epistemic uncertainty.

0/5 complete

Configuration

Framework

Propagate uncertainty

Uncertainty Pipeline

Identify knowledge gaps600ms

Quantify epistemic uncertainty1000ms

Quantify aleatoric uncertainty800ms

Propagate uncertainty1500ms

Generate uncertainty report400ms

Integration Code

import { createUncertaintyModel } from 'agent-tools-kit/world-modeling'

const uncertainty = createUncertaintyModel({
  framework: 'bayesian',
  propagate: true,
})

const unknowns = await uncertainty.assess(worldState)
console.log('Epistemic:', unknowns.epistemic)
console.log('Aleatoric:', unknowns.aleatoric)