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I found a solution that seemed to make sense then. It was the exact opposite of what
document IMAGES-001-HOUSE_OVERSIGHT_010958.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

I found a solution that seemed to make sense then. It was the exact opposite of what I think now. If maintenance consumption were recovered in pay and work products, as I now think human depreciation but not maintenance consumption is, then human depreciation instead of maintenan...

Report on Stem Cells future
email TEXT-001-HOUSE_OVERSIGHT_013482.txt Nov 22, 2012 House Oversight Committee — Epstein Estate Records (Nov 2025)

…first approval and improved political climate Special Report Peter Winter Positive clinical data, increases in federal funding and the first regulatory approval of a manufactured stem cell product mean momentum is building in the US. With the re-election of President Obama, this...

A Natural History of Exercise and Health
document IMAGES-008-HOUSE_OVERSIGHT_025152.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ogy at Harvard, and author of The Story of the Human Body, a New York Times bestseller. Lieberman is well known for his unique and unusually integrative approach to research, which combines paleontology, anatomy, physiology and experimental biomechanics. "Endurance," Lieberman w...

problems, it often takes only a couple of noisy data points to get something that’s a
document IMAGES-004-HOUSE_OVERSIGHT_016940.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ormal AI, which requires millions of training examples and is very sensitive to noise. By adding the appropriate background knowledge, you get much more intelligence. Similar to the physical-systems case, if we make neurons that know a lot about how humans learn from each other,...

only until it runs out of fuel. Similarly, the exponential advances in Moore’s Law are
document IMAGES-004-HOUSE_OVERSIGHT_016825.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

only until it runs out of fuel. Similarly, the exponential advances in Moore’s Law are starting to run into limits imposed by basic physics. The clock speed of computers maxed out at a few gigahertz a decade and a half ago, simply because the chips were starting to melt. The mini...

and you turn that special capability to a human purpose, to something you want
document IMAGES-003-HOUSE_OVERSIGHT_016405.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ters intrinsically know how to do: allocating memory, setting values of variables, iterating things, changing program counters, and so on. Fundamentally, you’re telling computers to do things in your own terms. My approach was to make a language that panders not to the computers...

and have the results analyzed by the various stakeholders—trather like elected legislatures
document IMAGES-004-HOUSE_OVERSIGHT_016944.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…oblem arises with AI systems and is addressable in the same way. We need trusted data to hold current government to account in terms of what they take in and what they put out, and AI should be no different. Next-Generation AI Current AI machine-learning algorithms are, at thei...

and you turn that special capability to a human purpose, to something you want
document IMAGES-004-HOUSE_OVERSIGHT_016988.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ters intrinsically know how to do: allocating memory, setting values of variables, iterating things, changing program counters, and so on. Fundamentally, you’re telling computers to do things in your own terms. My approach was to make a language that panders not to the computers...

8.7 Is Cognitive Synergy Tricky? 157
document IMAGES-002-HOUSE_OVERSIGHT_013073.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ky? In this section we use the notion of cognitive synergy to explore a question that arises frequently in the AGI community: the well-known difficulty of measuring intermediate progress toward human-level AGI. We explore some potential reasons underlying this, via extending the...

The Status of the Body Politic and the
document IMAGES-006-HOUSE_OVERSIGHT_021286.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…oints matter. As Don Browning demonstrates through the example of Thomas Aquinas, when religions start with a desire to understand human behavior, such as the long-term human commitment between parent and child, they recognize that science might illuminate and refine that underst...

i belief Spicy ™ effects ¢
document IMAGES-006-HOUSE_OVERSIGHT_021251.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ect su Seance — Be bnpliegbions 4 g 3? * QD) powerful | a3 vestate jor: Ss) = = states | Connections nication. 9 & ers fungi ce ons Sarees nection aon i 5 gf ‘c 2 DES fe Soci invisible es" a o$r sé _ well-bein; 3 typically a ate & Preface We view our past through a reverse tele...

172 9 General Intelligence in the Everyday Human World
document IMAGES-002-HOUSE_OVERSIGHT_013088.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…y normal intelligence while totally blind or totally deaf is an indication that, in a sense, vision and audition are redundant for understanding the everyday world. However, it may be important that the brain has evolved to account for both of these senses, because this forced it...

e Connectivity: Human neurons typically support several hundred connections
document IMAGES-004-HOUSE_OVERSIGHT_016863.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

e Connectivity: Human neurons typically support several hundred connections (synapses). Moreover, the complex pattern of these connections is very meaningful. (See our next point.) Computer units typically make only a handful of connections, in regular, fixed patterns. e Develop...

My purpose in this analysis of the firm has been to derive equations valid for any
document IMAGES-001-HOUSE_OVERSIGHT_011043.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… been to derive equations valid for any capital of either factor. The firm is a good model for several reasons. Its accounting traditions are centuries old, and have been well thought through. It is rich in possibilities because it has to be. It must describe firms of many kinds....

e Connectivity: Human neurons typically support several hundred connections
document IMAGES-003-HOUSE_OVERSIGHT_016280.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

e Connectivity: Human neurons typically support several hundred connections (synapses). Moreover, the complex pattern of these connections is very meaningful. (See our next point.) Computer units typically make only a handful of connections, in regular, fixed patterns. e Develop...