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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)

skin when it was repeated several times. Columbia University’s Nobelist in the brain sciences, 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...

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)

…ent plus self-invested work less human depreciation”. | call this the “Y rule”. Upending the Y =! + C equation is big news. Macroeconomics and the national accounts are founded on it. That’s one reason, although not the main one, why | think that macroeconomics should start ove...

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

166 Teaching Minds Planning. What I said about diagnosis is also true of planning. We plan in everything we do. There are economic plans, architectural plans, medical treatment plans, business plans, and so on. A computer program is a type of plan, and research plans are everywh...

Learning Corporation. Previously, Mr. Neumann was with TCW / Crescent Mezzanine where he
document IMAGES-008-HOUSE_OVERSIGHT_024584.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Learning Corporation. Previously, Mr. Neumann was with TCW / Crescent Mezzanine where he completed mezzanine financings primarily for leveraged buyout transactions. Prior thereto, Mr. Neumann worked in the investment banking division of Deutsche Bank (Bankers Trust) in the Financ...

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

k12 Management Ron Packard, Chairman and Founder Mr. Packard serves as Chairman of the Executive Committee of k12 and as acting Chief Executive Officer. Prior to co-founding k12 and since 1997, Mr. Packard has been an executive officer of KU Schools, whose subsidiaries and busi...

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)

5.3 An Architecture Diagram for Human-Like General Intelligence 101 Each of these long-term memory types has its analogue in working memory as well. In some cognitive models, the working memory and long-term memory versions of a memory type and corresponding cognitive processes,...

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)

Preface This is a large, two-part book with an even larger goal: To outline a practical approach to engineering software systems with general intelligence at the human level and ultimately beyond. Machines with flexible problem-solving ability, open-ended learning capability, cr...

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)

powerful room-cleaning robot was a Roomba, which moved around vacuuming at random and squeaked when it got caught under the couch. Technological prediction is particularly chancy, given that technologies progress by a series of refinements, halted by obstacles and overcome by in...

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

98 5 A Generic Architecture of Human-Like Cognition
document IMAGES-002-HOUSE_OVERSIGHT_013014.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

98 5 A Generic Architecture of Human-Like Cognition HIGH LEVEL MIND ARCHITECTURE META COGNITIVE J Ff —*_ PROCESSES } » SELF/SOCIAL ~ L =-_A ll : | —_ 4 P E R if ee — : A ¢ | ¥ : | ’ C = : DELIBERATIVE < > T — nnn LONG TERM ‘ PROCESSES ; MEMORY I L © ¥ oO I v"% ry a ‘ N...

How to Teach the Twelve Cognitive Processes 1713
document IMAGES-007-HOUSE_OVERSIGHT_023859.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

How to Teach the Twelve Cognitive Processes 1713 This should start as early as 1st grade (or age 5—I don’t really be- lieve in grades). How do we do it? We design experiences for children that are age appropriate and talk about what will happen in those experiences be- fore the...

Organizational Structure — Pro Forma for Funding of $7 Billion. All figures are rounded
document IMAGES-007-HOUSE_OVERSIGHT_024474.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Organizational Structure — Pro Forma for Funding of $7 Billion. All figures are rounded. Principals Knowledge Universe Holdings LLC, a Delaware limited lability company Knowledge Universe Learning Group LLC, a Delaware limited liability company “KULG” Investors 900 Class B Sh...