WeltForm

Cognition · 03

Probe.

Before acting in the real world, agents explore hundreds of alternative futures internally and select the most steadfast trajectory. Same platform as Vektor, environments built on complex systems simulation.

Artificial imagination for agents

Probe is where synthetic agents stress-test decisions under uncertainty: probabilistic simulation and resonance testing, calibrated across industrial, financial, and clinical domains.

Every simulation refines Vektor OS. Forms ranked by probability, declared error bounds, and immunity to tail collapse.

How it works

The agent probes, measures risk sensitivity, and chooses on the tails and forks the model makes explicit.

Calibrated environments

High-impact domains: causal representations built on data and models checked against reality.

Exploring futures

Before acting, the agent samples hundreds of plausible forms, measuring damage concavity and sensitivity to assumptions.

Zdo(X)YM

Steadfast choice & Antifragility

The trajectory eliminating irreversible ruin risk while turning volatility into a resilience buffer.

On the same platform

Vektor serves measurable risk decisions for those who decide today. Probe serves agents that must imagine before they act. Both run on Vektor OS.