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account the cost of computation. Real agents need to modulate the amount of time they
document IMAGES-004-HOUSE_OVERSIGHT_016898.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

account the cost of computation. Real agents need to modulate the amount of time they spend thinking by the effect the extra thought has on the results of a decision. If you’re trying to choose a toothbrush, you probably don’t need to consider all four thousand listings for manua...

Esa Origins 7 February 24 — 26, 2017
document IMAGES-003-HOUSE_OVERSIGHT_014708.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Esa Origins 7 February 24 — 26, 2017 PROJECT An Origins Project Scientific Workshop Challenges of Artificial Intelligence: Envisioning and Addressing Adverse Outcomes ARIZONA STATE UNIVERSITY in the past with Chess and Go. Computer systems are initially inferior to their human...

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...

Re: Mechanisms for learning
email TEXT-001-HOUSE_OVERSIGHT_025954.txt Jul 23, 2016 House Oversight Committee — Epstein Estate Records (Nov 2025)

From: Joscha Bach__________________________ Sent: 7/23/2016 10:02:05 PM To: jeffrey E. [[email protected]] Subject: Re: Mechanisms for learning Importance: High Am 23.07.2016 urn 04:41 schrieb jeffrey E. <[email protected]>: Cells seem to be mostly indistinguishable (exce...

The moral component, the cultural component, the element of free will—all make
document IMAGES-003-HOUSE_OVERSIGHT_016309.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

The moral component, the cultural component, the element of free will—all make the task of creating an AGI fundamentally different from any other programming task. It’s much more akin to raising a child. Unlike all present-day computer programs, an AGI has no specifiable function...

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...

twelfth among all the Chinese websites in the United States. Its reporting hews closely
document IMAGES-006-HOUSE_OVERSIGHT_020648.txt Jun 27, 2017 House Oversight Committee — Epstein Estate Records (Nov 2025)

189 twelfth among all the Chinese websites in the United States. Its reporting hews closely to China’s official media: ¢ Example 1: On June 27, 2017, the US Department of State, in its annual Trafficking in Persons Report 2017, put China at Tier 3, the lowest class. In reporti...

Tax cuts can be faster-acting than spending programs because they obviate the
document IMAGES-001-HOUSE_OVERSIGHT_011108.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Tax cuts can be faster-acting than spending programs because they obviate the construction period. Freshwater economists argue plausibly that they are likely to prove ineffective. They foresee “rational expectations” of taxpayers as predicting eventual restoration of the taxes wh...

Alex “Sandy” Pentland
document IMAGES-004-HOUSE_OVERSIGHT_016938.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…re cybernetics-like stance, it has become clear that even the vision of cybernetics is far too small. It was originally centered on the embeddedness of the individual actor but not on the emergent properties of a network of actors. This is unsurprising, because the mathematics of...

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...

Esa Origins 7 February 24 — 26, 2017
document IMAGES-001-HOUSE_OVERSIGHT_011295.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Esa Origins 7 February 24 — 26, 2017 PROJECT An Origins Project Scientific Workshop Challenges of Artificial Intelligence: Envisioning and Addressing Adverse Outcomes ARIZONA STATE UNIVERSITY in the past with Chess and Go. Computer systems are initially inferior to their human...

matter of Constitutional law. Politically I have always supported a women’s right to choose
document IMAGES-004-HOUSE_OVERSIGHT_017400.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

4.2.12 WC: 191694 matter of Constitutional law. Politically I have always supported a women’s right to choose abortion, since I do not regard an early term fetus as a human being for purposes of the abortion debate. For me the decision to abort is very much a matter of degree an...

prep for dinner, israel pres briefing /
email TEXT-001-HOUSE_OVERSIGHT_028728.txt Feb 8, 2013 House Oversight Committee — Epstein Estate Records (Nov 2025)

…ace where our interests overlap. The time has come for him to apply that wisdom to Iran. James Traub is a fellow of the Center on International Cooperation. Article 3. The National An uneasy courtship as Iran and Egypt test the waters Alan Philps Feb 8, 2013 -- There is a consens...

Text 001 House Oversight 028440
document TEXT-001-HOUSE_OVERSIGHT_028440.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

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document TEXT-001-HOUSE_OVERSIGHT_021718.txt Jul 29, 2013 House Oversight Committee — Epstein Estate Records (Nov 2025)

…e possibilities. payroll I accounts receivable I accounts payable I financials I planoing I analysis' Across from Nisky Center"St Thomas 340c 774-7727 � www.sbsgroup.us • Mbh5d;y; J�} 2i013: viiH1IN"-isrJARDs TF\i?Vi;.Jinqs1�hdk2b�ify i NeW� !t V.I. government agencies defend bud...