…the Brain psychological data. Opinions differ as to whether this sort of modeling is valuable for achieving AGI goals. CogPrime is not designed to support this kind of modeling, as it intentionally does many things very differently from humans. ACT-R in its original form did no...
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… assumption that ConceptNodes embody concepts that are roughly spherically-shaped in attribute space. A highly advanced CogPrime system could potentially augment the independence-based and concept- geometry-based deduction formulas with additional formulas of its own derivation,...
…serialized for transmission from one software process to another, or for saving to disk, etc. Atom2Link: A part of OpenCogPrime s language generation system, that transforms appropriate Atoms into words connected via link parser link types. Atomspace: A collection of Atoms, co...
…mberLink, EvaluationLink). Strong Self-Modification: This is generally used as synonymous with Self-Modification, in a CogPrime context. Subsymbolic: Involving processing of data using elements that have no correspondence to natural language terms, nor abstract concepts; and th...
…here is on AGI systems whose operations contain uncertain inference as a central component. Obviously the main focus is CogPrime, but the essential ideas apply to any other uncertain inference centric AGI architecture as well. HOUSE_OVERSIGHT_013109
… of consciousness." In essence the contents of the global workspace form a moving bubble of attention or awareness. In CogPrime, this moving bubble is achieved largely via economic attention network (ECAN) equations [GPI~ 10] that propagate virtual currency between nodes and lin...
…sent proposal, the intention is to utilize DeSTIN for perception and actuation oriented processing, hybridizing it with CogPrime which will handle abstract cognition and language. Here we will discuss DeSTIN primarily in the perception context, only briefly mentioning the applica...
…et’s ideas very useful, and in Section 11.4 we will explore ways of defining them rigorously in the specific context of CogPrime’s declarative knowledge store and probabilistic logic engine. 11.3.1 Perry’s Stages Also relevant is William Perry’s [Per70, Per81] theory of the sta...
…y finite intelligence must be biased toward some sorts of environment. Relatedly, given a specific AGI design (such as CogPrime), one could use the principle to figure out which environments it would be best suited for. Or one could figure out how to adjust the particulars of th...
… is adult human-level intelligence. Note that the capability for formal operations is intrinsic in the PLN component of CogPrime, but in-principle capability is not the same as pragmatic, grounded, controllable capability. Very early on, Vygotsky [Vyg86] disagreed with Piaget’s...
… that human-level AGI in- trinsically depends on the synergetic interaction of multiple components (for instance, as in CogPrime, multiple memory systems each supplied with its own learning process). In this hy- pothesis, for instance, it might be that there are 10 critical compo...
… even if in some respects quite unlike human intelligence. An informal concept, which generally doesn’t come up much in CogPrime work, but is used frequently by some other AI theorists. Human-Like Intelligence: General intelligence with properties and capabilities broadly resemb...
…-level or more advanced AGI. But it can be a useful tool for explaining and interpreting a concrete AGI design, such as CogPrime. 5.3 An Architecture Diagram for Human-Like General Intelligence The integrative diagram is presented here in a series of seven Figures. Figure 5.1...
…rsus Localist Representations 91 The basic logic of action in Psi is carried out by “triples” that are very similar to CogPrime’s Context \ Procedure > Goal triples. However, an important role is played by four modulators that control how the processes of perception, cognition a...
… the heterarchy. A rigorous mathematical analysis of the formation of hierarchical, heterarchical and dual networks in CogPrime systems has not yet been undertaken, and would certainly be an inter- esting enterprise. Similar to the theory of small world networks, there is ample...