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A way deployed within the real atmosphere will require to much more info tackle uncertainty in its observations and interventions. For this, we existing an method of introduce uncertainty of condition variables in causal reasoning making use of a constructivist AI architecture. ...The papers deal with topics from foundations of AGI, to AGI ways and
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