Belief System Kit

Maintain multiple competing hypotheses about the world state with evidence tracking.

0/5 complete

Configuration

Update rule

Track evidence chains

Belief Update Pipeline

Initialize hypotheses500ms

Collect evidence1200ms

Compute likelihoods900ms

Update posteriors800ms

Rank hypotheses300ms

Integration Code

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

const beliefs = createBeliefSystem({
  updateRule: 'bayesian',
  trackEvidence: true,
})

await beliefs.addHypothesis('market-crash', { prior: 0.1 })
await beliefs.addEvidence(observation)
const posteriors = await beliefs.update()