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A way deployed from the genuine natural environment would require to extra details deal with uncertainty in its observations and interventions. For this, we current an method of introduce uncertainty of state variables in causal reasoning utilizing a constructivist AI architecture. ...Generative AI is constructing slicing-edge solutions that can re