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12.9 AGI Ethics As Related to Various Future Scenarios 235
document IMAGES-002-HOUSE_OVERSIGHT_013151.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

12.9 AGI Ethics As Related to Various Future Scenarios 235 approach does not necessarily need to be augmented with a prior complex of “ascent-safe” moral imperatives at startup time. Developing an AGI with theory of mind and ethical reinforcement learning capabilities as describ...

17.3 Conclusion 315
document IMAGES-002-HOUSE_OVERSIGHT_013231.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

17.3 Conclusion 315 e Physical: creative constructive play with objects — Example task: Ability to construct novel, interesting structures from blocks e Conceptual invention: concept formation — Example task: Given a new category of objects introduced into the lab (e.g. hats, or...

explain a puzzle in our lives or to help us through trauma. These stories are narratives that provid
document IMAGES-002-HOUSE_OVERSIGHT_012832.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

explain a puzzle in our lives or to help us through trauma. These stories are narratives that provide new truths by denying particular elements of reality. They represent the mind’s method of filling in gaps, providing justifications for what we can’t explain or wish to explain i...

174 9 General Intelligence in the Everyday Human World
document IMAGES-002-HOUSE_OVERSIGHT_013090.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

174 9 General Intelligence in the Everyday Human World The Second Brain . The gastrointestinal neural net contains millions of neurons and is capable of operating inde- pendently of the brain. It modulates stress response and other aspects of emotion and motivation based on exp...

xii Are the Androids Dreaming Yet?
document IMAGES-003-HOUSE_OVERSIGHT_015686.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

xii Are the Androids Dreaming Yet? decision was already made. As Daniel Dennett says, “You have no free will. Get over it!” They say I am effectively an avatar in some giant cosmic computer game, going about my business in an entirely predefined way. I do not agree! If they are...

30 2 What Is Human-Like General Intelligence?
document IMAGES-002-HOUSE_OVERSIGHT_012946.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

30 2 What Is Human-Like General Intelligence? between the learning components associated with different kinds of memory, and hence are un- likely to give rise to the emergent structures and dynamics characterizing general intelligence. One of the central ideas underlying CogPrim...

have been filed by any of his accusers” — although many have tried to serve him including
document IMAGES-001-HOUSE_OVERSIGHT_011952.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

have been filed by any of his accusers” — although many have tried to serve him including lawyers representing Epstein’s victims, Brunel continues to hide behind his French citizenship to prevent depositions. “Trawling for 5’11” underage teenagers to work for his agency, MC2, or...

210 12 The Engineering and Development of Ethics
document IMAGES-002-HOUSE_OVERSIGHT_013126.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

210 12 The Engineering and Development of Ethics We realize this point may be somewhat contentious — a counter-argument would be that the human brain is known to support at least moderately ethical behavior, according to human ethical standards, whereas less brain-like AGI syste...

A Patternist Philosophy of Mind
document IMAGES-002-HOUSE_OVERSIGHT_012951.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Chapter 3 A Patternist Philosophy of Mind 3.1 Introduction In the last chapter we discussed human intelligence from a fairly down-to-earth perspective, looking at the particular intelligent functions that human beings carry out in their everyday lives. And we strongly feel this...

Cho’s case 1s not the exception, but the rule: persistent fantasies, whether sexual, violent, or
document IMAGES-002-HOUSE_OVERSIGHT_012824.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Cho’s case 1s not the exception, but the rule: persistent fantasies, whether sexual, violent, or sexually violent, are often played out in real life. When people voice their fantasies, we should open our ears. When therapists, especially those influenced by the catharsis view of...

The bottom-up method for recognizing handwritten characters is to give the
document IMAGES-003-HOUSE_OVERSIGHT_016376.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

The bottom-up method for recognizing handwritten characters is to give the computer thousands of examples of each one and let it pull out the salient features. Instead, Lake ef al. gave the program a general model of how you draw a character: A stroke goes either right or left; a...

do with words alone. One less something nearer zero, whether that something (the
document IMAGES-001-HOUSE_OVERSIGHT_011033.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

do with words alone. One less something nearer zero, whether that something (the thrift index) is positive or negative, is nearer one. The wonderful books of Einstein (with Enfeld) and Steven Hawking, not to mention Mill, show that even calculus can be put that way. My task has b...

Pay 7, literal and imputed, is the measure of gross realized work if 1 am right in
document IMAGES-001-HOUSE_OVERSIGHT_011141.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

1 od mz—C a(F[H ))=2(@-C)=—— tt C= (A6.1) and also rH) = — =n (A6.2) Pay 7, literal and imputed, is the measure of gross realized work if 1 am right in (A5.5). I take this as meaning all adult productive activity not self-invested. Then the ratios 7 /H and C_ /H , the ratio of...

organizations” such as private companies or government departments. Or the
document IMAGES-001-HOUSE_OVERSIGHT_011657.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

organizations” such as private companies or government departments. Or the armed forces of Israel. The theorists at Stanford were leaders in the field. But from the start, I was drawn to other disciplines as well: business, economics, political science, history, sociology, psych...