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skin when it was repeated several times. Columbia University’s Nobelist in the brain
document IMAGES-002-HOUSE_OVERSIGHT_013615.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ciences, Eric Kandel studied the neural mechanisms of habituation as a primitive, accessible and fundamental example of learning, the association of a nonresponse to a usually evocative stimulus, in Aplysia californica. The sea snails learned not to respond to a local irritation...

agent that perceives, and acts in order to maximize, its expected utility. Subfields such as
document IMAGES-003-HOUSE_OVERSIGHT_016250.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…igm. AI has incorporated probability theory to handle uncertainty, utility theory to define objectives, and statistical learning to allow machines to adapt to new circumstances. These developments have created strong connections to other disciplines that build on similar concepts...

input of nurture and schooling, and then depreciates gradually to zero just as
document IMAGES-001-HOUSE_OVERSIGHT_010952.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…to avoid confusion with investment in physical capital. Since there is no settled term for the part of work invested in learning, | call it “self-invested work”. I call the part of work sold for pay “realized work”. Then the consensus view formed in the 1960s held that human capi...

166 Teaching Minds
document IMAGES-007-HOUSE_OVERSIGHT_023912.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…different idea, that idea will turn out to be right. Students should have the opportunity to write all kinds of plans, learning about the principles of planning while learning about what officially is considered to be a good plan in an area of the real world that interests them....

Ron Packard, Chairman and Founder
document IMAGES-008-HOUSE_OVERSIGHT_024590.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… a B.B.A, in accounting from the College of William and Mary in Williamsburg, VA. Bror Saxberg, Senior Vice President, Learning and Content Bror Saxberg serves as Senior Vice President of Learning and Content of k12. From 1998 to 2000, Dr. Saxberg served as Vice President of Op...

5.3 An Architecture Diagram for Human-Like General Intelligence 101
document IMAGES-002-HOUSE_OVERSIGHT_013017.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…Y Fig. 5.5: Architecture for Multimodal Perception Figure 5.5 models perception, according to the basic ideas of deep learning theory. Vision and audition are modeled as deep learning hierarchies, with bottom-up and top-down dynamics. The lower layers in each hierarchy refer to...

How to Teach the Twelve Cognitive Processes 127
document IMAGES-007-HOUSE_OVERSIGHT_023873.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ions that are simple and begin to analyze why they fail. (And these plans must fail, at least in simulation, or no real learning will occur.) Planning is very difficult. It must start simple and be practiced simply for a while or it never becomes second nature. Plans must fail,...

This is a large, two-part book with an even larger goal: To outline a practical approach to
document IMAGES-002-HOUSE_OVERSIGHT_012903.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…neral intelligence at the human level and ultimately beyond. Machines with flexible problem-solving ability, open-ended learning capability, creativity and eventually, their own kind of genius. Part 1, this volume, reviews various critical conceptual issues related to the nature...

Esa Origins 7 February 24 — 26, 2017
document IMAGES-001-HOUSE_OVERSIGHT_011297.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ntives for securing loT systems are low, key vulnerabilities are stockpiled rather than globally patched. Using machine learning the techniques for vulnerability detection are increasingly sophisticated but opaque. At some point adaptive cyber defense/offense systems become scal...

powerful room-cleaning robot was a Roomba, which moved around vacuuming at
document IMAGES-003-HOUSE_OVERSIGHT_016241.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…rity. His work on neuroscience and his initial support of McCulloch and Pitts adumbrated the startlingly effective deep-learning methods of the present day. Over the past decade, and particularly in the last five years, such deep-learning techniques have finally exhibited what Wi...

19.2. Appendix B: Knowledge Learning Corporation: Management’s Discussion &
document IMAGES-008-HOUSE_OVERSIGHT_024591.txt Dec 31, 2005 House Oversight Committee — Epstein Estate Records (Nov 2025)

19.2. Appendix B: Knowledge Learning Corporation: Management’s Discussion & Analysis of Financial Condition and Results of Operations for the Fiscal Years Ended December 31, 2005, 2004 and 2003 158 HOUSE_OVERSIGHT_024591