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A technique deployed within the correct atmosphere would require to much more facts cope with uncertainty in its observations and interventions. For this, we present an approach to introduce uncertainty of point out variables in causal reasoning utilizing a constructivist AI architecture. ...The papers go over matters from foundations of AGI, to AG