Consistent with the ultimate goals of AGI, we can expect that deductive consequences of large and grammatically varied text bases would not be generated by sequential application of inference rules but would instead be recognized in a single massively parallel pattern matching operation on their semantic structures which executes near instantaneously. We describe an approach to realizing such a capability in graphical terms whereby semantic structures are depicted as certain graphical arrays, and deductive relationships are determined by requisite pattern connections within and among those arrays.
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