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A method deployed while in the accurate environment will require to additional info deal 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. ...The papers protect topics from foundations of AGI, to AGI t