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Development of human-AI ecosystems is perhaps inevitable for a social species
document IMAGES-004-HOUSE_OVERSIGHT_016939.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… that you took away those limitations: Imagine that instead of using dumb neurons, you used neurons in which real-world knowledge was embedded. Maybe instead of linear neurons, you used neurons that were functions in physics, and then you tried to fit physics data. Or maybe you p...

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...

Years with Industry
document IMAGES-008-HOUSE_OVERSIGHT_024586.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…President, Finance and Chief Financial Officer Mr. Moreland is Executive Vice President and Chief Financial Officer of Knowledge Learning Corporation (KLC). Mr. Moreland joined KLC during 2006. Prior to joining KLC, Mr. Moreland was Interim CFO with Movie Gallery, Inc.; the $2.6...

How do you teach computational thinking? In terms of how to do programming
document IMAGES-004-HOUSE_OVERSIGHT_016992.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…, and the brain that’s reading it has to absorb the thoughts that came from the person who did the writing. Look at how knowledge has been transmitted in the history of the world. At level zero, one form of knowledge transmission is essentially genetic—that is, there’s an organis...

Case 9:08-cv-80736-KAM Document 306 Entered on FLSD Docket 02/02/2015 Page 1 of 19
document TEXT-001-HOUSE_OVERSIGHT_010735.txt Feb 2, 2015 House Oversight Committee — Epstein Estate Records (Nov 2025)

…is communications with the government in his role as Mr. Epstein’s defense attorney. There is no issue of complicity or knowledge in any misconduct. Moreover, a fact conveniently omitted by Jane Doe #3 is that Prof. Dershowitz is one of eleven lawyers whose communications Jane Do...

@ a loss or reduction of government funding for child care assistance programs or food reimbursement
document IMAGES-007-HOUSE_OVERSIGHT_024451.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ome of these applications to register additional marks will not result in registrations. KLC’s primary trademarks are “Knowledge Learning Corporation,” “Children's World,” “Knowledge Beginnings,” “Children's Discovery Centers” and “Medallion School Partnerships.” KinderCare own...

reasoning without having to hire a programmer for each problem. Wiener recognized the
document IMAGES-004-HOUSE_OVERSIGHT_016920.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

reasoning without having to hire a programmer for each problem. Wiener recognized the role of feedback in machine learning, but he missed the key role of representation. It’s not possible to store all possible images in a self-driving car, or all possible sounds in a conversation...

102 5 A Generic Architecture of Human-Like Cognition
document IMAGES-002-HOUSE_OVERSIGHT_013018.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

102 5 A Generic Architecture of Human-Like Cognition touch and smell (the latter being better modeled as something like an asymmetric Hopfield net, prone to frequent chaotic dynamics [LLW~05]) — these may also cross-connect with each other and with the more hierarchical perceptu...

228 12 The Engineering and Development of Ethics
document IMAGES-002-HOUSE_OVERSIGHT_013144.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

228 12 The Engineering and Development of Ethics the AGI are not the only source of concern. Immorality in AGIs might arise via learning gross moral hypocrisy from humans, through observing the blatant contradictions between our high minded principles and the ways in which we ac...

doing because we designed the algorithms at their heart. So when our computers
document IMAGES-004-HOUSE_OVERSIGHT_016935.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

doing because we designed the algorithms at their heart. So when our computers generate a result, we feel that we intellectually grasp it. The new machine-learning programs are different. Having recognized patterns via deep neural networks, they come up with conclusions, and we...

11.3. School Partnerships Unit (3% of Pro Forma FYE December 31, 2005 Revenue)
document IMAGES-008-HOUSE_OVERSIGHT_024517.txt Dec 31, 2005 House Oversight Committee — Epstein Estate Records (Nov 2025)

11.3. School Partnerships Unit (3% of Pro Forma FYE December 31, 2005 Revenue) Through the School Partnerships Unit, KLC OpCo provides customized before and after school educational enrichment and recreational programs for school age and preschool children in partnership with el...

68 4 Brief Survey of Cognitive Architectures
document IMAGES-002-HOUSE_OVERSIGHT_012984.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

68 4 Brief Survey of Cognitive Architectures Hierarchical control system | sensor | | actuator | sensor actuator sensations] actions sensations actions y ¥ Controlled system, controlled process, or environment \ ' | Fig. 4.5: A standard, general-purpose hierarchical control...

Twelve Cognitive Processes That Underlie Learning 53
document IMAGES-007-HOUSE_OVERSIGHT_023799.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Twelve Cognitive Processes That Underlie Learning 53 these subconscious choices, then there is no need to fix anything. But often we might behave differently in how we treat others, if we real- ized what we were doing. Getting along with people is a very big part of life. Each o...

4.4 Hybrid Cognitive Architectures 77
document IMAGES-002-HOUSE_OVERSIGHT_012993.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

4.4 Hybrid Cognitive Architectures 77 Monolithic:symbolic component "sits on top of" neural component and World < > Neural | a, = | Symbolic Hybrid:neural and symbolic components confront the world side by side a > Neural A World ¥ « » | Symbolic | Tightly interactive hybrid:ne...