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creation of multiple overlapping communities of people over a long period of time. The vast bulk of the writing here was done by Ben Goertzel; but Cassio Pennachin and Nil Geisweiller made sufficient writing, thinking and editing contributions over the years to more than merit their inclusion of co-authors. Fur
g used as the basis for an open-source software project called OpenCog, which is being worked on by software developers around the world. Right now OpenCog embodies only a percentage of the overall CogPrime design as described here. But if OpenCog continues to attract sufficient funding or volunteer in
the ideas presented here are not mere armchair speculation - they are currently being used as the basis for an open-source software project called OpenCog, which is being worked on by software developers around the world. Right now OpenCog embodies only a percentage of the overall CogPrime design as d
validated or refuted via practice. (As a related note: here and there in this book, we will refer to the "current" CogPrime implementation (in the OpenCog framework); in all cases this refers to OpenCog as of late 2013.) To state one believes one knows a workable path to creating a human-level (and po
ve creation of multiple overlapping communities of people over a long period of time. The vast bulk of the writing here was done by Ben Goertzel; but Cassio Pennachin and Nil Geisweiller made sufficient writing, thinking and editing contributions over the years to more than merit their inclusion of co-authors. Furt
ing used as the basis for an open-source software project called OpenCog, which is being worked on by software developers around the world. Right now OpenCog embodies only a percentage of the overall CogPrime design as described here. But if OpenCog continues to attract sufficient funding or volunteer inte
at the ideas presented here are not mere armchair speculation — they are currently being used as the basis for an open-source software project called OpenCog, which is being worked on by software developers around the world. Right now OpenCog embodies only a percentage of the overall CogPrime design as des
be validated or refuted via practice. (As a related note: here and there in this book, we will refer to the "current" CogPrime implementation (in the OpenCog framework); in all cases this refers to OpenCog as of late 2013.) To state one believes one knows a workable path to creating a human-level (and pot
. CogPrime: An Integrative Architecture for Embodied Artificial General Intelligence, http://wiki.opencog.org/w/CogPrime_Overview • Goertzel, Ben, Cassio Pennachin and Nil Geisweiller (2013). Engineering General Intelligence, vol. 1 and 2. Atlantis Press. • Hunt, Gavin R. (January 1996). "Manufacture and use
the core of the CogPrime Artificial General Intelligence design, an integrative cognitive architecture that is partially implemented in the current OpenCog software system. The proposed project would explore and attempt to validate the cognitive synergy hypothesis, via utilizing the OpenCog system to co
the current OpenCog software system. The proposed project would explore and attempt to validate the cognitive synergy hypothesis, via utilizing the OpenCog system to control a virtual parrot in a game world, and studying how the parrot performs on virtual-world implementations of various "animal-level
Summary R&D Plan for April-July 2009 Novamente LLC Ben Goertzel, Cassio Pennachin April 10, 2009 This brief document summarizes Novamente LLC's software R&D plans for April-July 2009. (It does not touch on any of Novamente's nor
ning, etc. It is time to finally perform this integration. Carlos will complete the integration of RelEx (including the RelEx2Frame component) with OpenCog, and then carry out various RelEx improvements needed to make RelEx useful to virtually embodied agents. Samir will integrate the NLGen language ge
uage generation) and virtual agent control (in the RealXTend virtual world) to work together within the OpenCogPrime (OCP) system (built within the OpenCog framework). As a main (but not exclusive) goal we will be seeking to demonstrate some examples of the use of embodied experience to help with natur
. CogPrime: An Integrative Architecture for Embodied Artificial General Intelligence, http://wiki.opencog.org/w/CogPrime_Overview • Goertzel, Ben, Cassio Pennachin and Nil Geisweiller (2013). Engineering General Intelligence, vol. 1 and 2. Atlantis Press. • Hunt, Gavin R. (January 1996). "Manufacture and use
the core of the CogPrime Artificial General Intelligence design, an integrative cognitive architecture that is partially implemented in the current OpenCog software system. The proposed project would explore and attempt to validate the cognitive synergy hypothesis, via utilizing the OpenCog system to co
the current OpenCog software system. The proposed project would explore and attempt to validate the cognitive synergy hypothesis, via utilizing the OpenCog system to control a virtual parrot in a game world, and studying how the parrot performs on virtual-world implementations of various "animal-level
the lead author Ben Goertzel, the overall work and underlying ideas have been very much a team effort, with major input from the sec- ondary authors Cassio Pennachin and Nil Geisweiller, and large contributions from various other contributors as well. Nlany chapters have specifically indicated coauthors; but the
ledge and intuition regarding CogPrime. For example, beyond the ideas presented here, there is a body of work on the OpenCog wiki site, and then the OpenCog codebase itself. More extensive introductory remarks may be found in Preface of Part 1, including a brief history of the book and acknowledgements
sign. No doubt it will evolve in some respects as implementation progresses; one of the principles kept in mind during the design and development of OpenCog was modular- ity, enabling substantial modifications to particular parts of the framework to occur without requiring wholesale changes throughout th
HernAindez. Qualitative representation of posi- tional information. Artificial Intelligence, 95:317-356, 1997. COPH09. Lucio Coelho, Ben Goertzel, Cassio Pennachin, and Chris Howard. Classifier ensemble based analysis of a genome-wide snp dataset concerning late-onset alzheimer disease. In Proceedings of 8th I
his nature that can be effective in this context We have not yet done any sophisticated experiments in this regard - our current experiments using OpenCog to control robots involve cruder integration of OpenCog with perceptual and motor subsystems, rather than the tight hybridization described in Chapt
obabilistic evolutionary program learn- Mg is an effective method The probabilistic evolutionary program learning method we have worked with most in OpenCog is MOSES, and significant evidence has been gathered showing it to be dramatically more effective than genetic programming on relevant classes of p
OS Press, 2008. Cer99. Michael Gershon. The Second Brain. Harper, 1999. CCC+11. Ben Goertzel, Nil Geisweiller, Lucio Coelho, Predrag Janicic, and Cassio Pennachin. Real World Reasoning. Atlantis, 2011. CCK02. T. Cilovich, D. Griffin, and D. Kahneman. Heuristics and biases: The psychology of intuitive judgme
zed Terms • Abduction: A general form of inference that goes from data describing something to a hypothesis that accounts for the data. Often in an OpenCog context, this refers to the PLN abduction rule, a specific First-Order PLN rule (If A implies C, and B implies C, then maybe A is B), which embodie
bility. EFTA00624100 Appendix A Glossary A.1 List of Specialized Acronyms This includes acronyms that are commonly used in discussing CogPrime, OpenCog and related ideas, plus sonic that occur here and there in the text for relatively ephemeral reasons. • AA: Attention Allocation • ADF: Automatica
IOS Press, 2008. Ger99. Michael Gershon. The Second Brain. Harper, 1999. GGCr11. Ben Goertzel, Nil Geisweiller, Lucio Coelho, Predrag Janicic, and Cassio Pennachin. Real World Reasoning. Atlantis, 2011. GGKO02. T. Gilovich, D. Griffin, and D. Kahneman. Heuristics and biases: The psychology of intuitive judgment
HOUSE_OVERSIGHT_013240 Appendix A Glossary A.1 List of Specialized Acronyms This includes acronyms that are commonly used in discussing CogPrime, OpenCog and related ideas, plus some that occur here and there in the text for relatively ephemeral reasons. AA: Attention Allocation ADF: Automatically De
alized Terms Abduction: A general form of inference that goes from data describing something to a hypothesis that accounts for the data. Often in an OpenCog context, this refers to the PLN abduction rule, a specific First-Order PLN rule (If A implies C, and B implies C, then maybe A is B), which embodies
Entities connected to both Cassio Pennachin and OpenCog

Jeffrey Epstein
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Ben Goertzel
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Joscha Bach
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Marc Rich
PERSONNovamente LLC
ORGANIZATIONDeSTIN
ORGANIZATIONCogPrime
ORGANIZATION
Xiamen
LOCATIONBiomind LLC
ORGANIZATION
Marvin Minsky
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Novamente
ORGANIZATION
Itamar
PERSONArtificial General Intelligence
ORGANIZATIONNil Geisweiller
PERSONConceptNodes
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George W. Bush
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Joel Pitt
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Stephen Hawking
PERSONMindAgents
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Ray Kurzweil
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