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How can we offer new curricula and new ways of learning if no mat
document IMAGES-007-HOUSE_OVERSIGHT_023834.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

8g Teaching Minds How can we offer new curricula and new ways of learning if no mat- ter what we do children must pass algebra tests? Each administration says over and over again that science is important, but since science in high school is defined for the most part by boring t...

Introduction: On the Promise and Peril of AI
document IMAGES-004-HOUSE_OVERSIGHT_016809.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… cybernetic idea to human beings that Wiener’s conceptions missed their target. Judea Pearl: The Limitations of Opaque Learning Machines Deep learning has its own dynamics, it does its own repair and its own optimization, and it gives you the right results most of the time. But...

Case No. :50 2009 CA 040800XXXXMBAG
document TEXT-001-HOUSE_OVERSIGHT_010566.txt Mar 17, 2010 House Oversight Committee — Epstein Estate Records (Nov 2025)

…t all relevant times Edwards has had a good faith basis to believe and did in fact believe that to avoid the Government learning about his abuse of minor girls, Epstein threatened his employees and demanded that they not cooperate with the government. Epstein's aggressive witness...

Mind over Computer 37
document IMAGES-003-HOUSE_OVERSIGHT_015727.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…per Child adults — the adults have never even seen a computer before. Instead, they must rely entirely on their innate learning ability. At this point, the experiment has only just started; I will put details on my website as the experiment progresses. The 10,000 Hour Club Lea...

“Datapalooza.” Here’s the reference
document IMAGES-010-HOUSE_OVERSIGHT_028642.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…w Hampshire University and one that is about to launch at the University of Wisconsin. “So the idea would be if you’re learning the material faster, you can finish faster, which means you pay less and you save money,” Obama said Thursday in a speech at the University at Buffalo....

Glossary of Specialized Terms 327
document IMAGES-002-HOUSE_OVERSIGHT_013243.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… what the system pays attention to, at what points in time. This is a term inclusive of Importance Updating and Hebbian Learning. Attentional Currency: Short Term Importance and Long Term Importance values are implemented in terms of two different types of artificial money, STIC...

4.5 Globalist versus Localist Representations 81
document IMAGES-002-HOUSE_OVERSIGHT_012997.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… In principle the DUAL framework seems quite powerful; using the language of CogPrime, however, it seems to us that the learning mechanisms of DUAL have not been formulated in such a way as to give rise to powerful, scalable cognitive synergy. It would likely be possible to creat...

$ information “fy linguistic
document IMAGES-006-HOUSE_OVERSIGHT_021312.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…s edited several books on spoken language processing. His research interests include spoken language use, mechanisms of learning and attention, and the role of sleep in learning. His recent research has investigated the social use of language and the evolution of language. In add...

Edward West had written in 1815 that in economies already developed, there isn’t
document IMAGES-001-HOUSE_OVERSIGHT_011000.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…embodied” growth. The apparent problem here is that novelty is expensive. There are blind alleys and failure rates and learning curves that rote replication avoids. This is true somewhat even in disembodied growth, where redeployment is already a step into the unfamiliar. If dep...

no worry, ifiunderstand correctly you are suggsting there are layers 1 through N . lets cal them L 1
document IMAGES-008-HOUSE_OVERSIGHT_025961.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…al factors without any evidence, and they had faster motor development! I suspect this means their brains are slower at learning high-level concepts, because the low- level structures are optimized for a shorter time. But they will keep the lead in motor development, because it i...

powerful room-cleaning robot was a Roomba, which moved around vacuuming at
document IMAGES-004-HOUSE_OVERSIGHT_016824.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...

Computers, as a Tool for Creativity, Can’t Replace the Artist
document IMAGES-004-HOUSE_OVERSIGHT_016950.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…e preceding result. Rose said, of her own artistic decision making: It, to me, is distinctively different from machine learning, because at each decision there’s this core feeling that comes from a human being, which has to do with empathy, which has to do with communication, wh...