WeltForm

Cognition · 03

Research

Probe.

When an agent must act faster than a human can review every step, Probe has it explore hundreds of inner futures and pick a trajectory that holds.

Artificial imagination for agents

Probe is where synthetic agents put decisions to the test under uncertainty, across industrial, financial, and clinical domains, still on the plane of simulation.

Every run refines Vektor OS: scenarios ranked by probability, declared error bounds, attention to tail events that can collapse the system.

How it works

The agent explores, measures how sensitive it is to risk, and chooses with tails and forks the model has made explicit.

Calibrated environments

High-impact domains, with causal models built on data and checked against reality.

Exploring futures

The agent samples hundreds of plausible scenarios and measures where harm grows disproportionately, and how much the assumptions weigh.

Zdo(X)YM

Robust choice & antifragility

Favours trajectories that reduce irreversible ruin risk and, where possible, treat volatility as a buffer of antifragility.

On the same platform

Vektor serves people who decide today on risk estimates. Probe serves agents that must choose an inner future before acting. Both measure the gap between confidence and verification.