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A way deployed from the true natural environment will require to more information cope with uncertainty in its observations and interventions. For this, we present an method of introduce uncertainty of state variables in causal reasoning making use of a constructivist AI architecture. ...What’s a lot more inspiring than checking out AI in motion?