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or are too “high frequency” (like static) rather than “low frequency” (more
document IMAGES-004-HOUSE_OVERSIGHT_016910.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

or are too “high frequency” (like static) rather than “low frequency” (more continuous, like actual real-world features). Just because AI systems sometimes end up in local minima, don’t conclude that this makes them any less like life. Humans—indeed, probably all life-forms—are...

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...

discuss cognitive neuroscience, artificial intelligence, systems of
document IMAGES-006-HOUSE_OVERSIGHT_022129.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

JAMES PATTERSON discuss cognitive neuroscience, artificial intelligence, systems of encryption and decryption, and other topics. Epstein had been hosting get-togethers like this for years. Toward the end of Chief Reiter's investigation, in March of 2006, Epstein had hosted twen...

has taken steps to make certain that the code of conduct
document IMAGES-007-HOUSE_OVERSIGHT_022560.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

has taken steps to make certain that the code of conduct remains current and effective and whether a company has periodically reviewed and updated its code. Whether a company has policies and procedures that outline responsibilities for compliance within the company, detail prop...

group. One of the key ideas involved in this project is explicit integration of subsymbolic and
document IMAGES-002-HOUSE_OVERSIGHT_012928.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

12 1 Introduction group. One of the key ideas involved in this project is explicit integration of subsymbolic and more symbolic subsystems. For instance, one can use a purely subsymbolic, hierarchical pattern recognition network for vision processing, and then link its internal...

Local, Global and Glocal Knowledge
document IMAGES-002-HOUSE_OVERSIGHT_013161.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Chapter 13 Local, Global and Glocal Knowledge Representation Co-authored with Matthew Ikle, Joel Pitt and Rui Liu 13.1 Introduction One of the most powerful metaphors we’ve found for understanding minds is to view them as networks — i.e. collections of interrelated, interconn...

order to make clear that, consistent with enforcement policy at the time
document IMAGES-007-HOUSE_OVERSIGHT_022617.txt Apr 23, 2012 House Oversight Committee — Epstein Estate Records (Nov 2025)

115 order to make clear that, consistent with enforcement policy at the time, criminal penalties would not be imposed “for inadvertent or insignificant errors in books and records, or inadvertent violations of accounting controls.” See S. Rep. No. 100-85, at 49; H.R. Rep. No. 10...

Mandell, A.J., Russo, P.V. (1981): Striatal tyrosine hydroxylase:multiple
document IMAGES-002-HOUSE_OVERSIGHT_013773.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Mandell, A.J., Russo, P.V. (1981): Striatal tyrosine hydroxylase:multiple conformational kinetic oscillators and product concentration frequencies. J. Neuroscience 1:380-389 Mandell, A.J., Russo, P.V., Knapp, S. (1982) Strange stability in hierarchically coupled neuropsychobiolo...

only until it runs out of fuel. Similarly, the exponential advances in Moore’s Law are
document IMAGES-003-HOUSE_OVERSIGHT_016242.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...

Re: Your Special Day
email TEXT-001-HOUSE_OVERSIGHT_025176.txt Jan 20, 2017 House Oversight Committee — Epstein Estate Records (Nov 2025)

From: jeffrey E. [[email protected]] Sent: 1/20/2017 12:32:18 PM To: David Grosof Subject: Re: Your Special Day Importance: High yes , now assume that there i a balancing force. and gravity is merely the result of paticles being pushed together . etc On Fri, Jan 20, 2017 at 7...

between human choice and machine intelligence? Why is one computer system
document IMAGES-004-HOUSE_OVERSIGHT_018257.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

between human choice and machine intelligence? Why is one computer system better than another? These decisions - and the people who make them - will determine power distributions. They will reverberate through our future with the same constant noise as the Bill of Rights, the Mag...

10. FANGMAN Recent Performance and Contribution to S&P 500 Earnings
document IMAGES-009-HOUSE_OVERSIGHT_026919.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

10. FANGMAN Recent Performance and Contribution to S&P 500 Earnings and Market Cap YTD Return % Decline From | % of S&P 500 [% of S&P 500 (Through 10/12) 2018 Peak Earnings Market Cap 0 1 Netflix 76.9% -19.0% 0.0% 6% 2 Amazon 52.9% -12.3% 0.2% 3.6% 3 Apple 32.8% -4.3% 44% 44% 4...

as rape. There are clearly gray areas in which the man ought to resolve doubts in favor of not
document IMAGES-004-HOUSE_OVERSIGHT_017343.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

4.2.12 WC: 191694 as rape. There are clearly gray areas in which the man ought to resolve doubts in favor of not acting and where the law ought to resolve doubts in favor of not convicting. I have represented several clients who fit this situation. One such case was a highly pu...

As io the Class A Shares
document IMAGES-007-HOUSE_OVERSIGHT_024445.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

OF SECURITIES REGULATIONS (THE "REGULATIONS’). IT SHOULD NOT BE DISTRIBUTED TO ANY OTHER PERSON, OR RELIED UPON BY ANY OTHER PERSON. THE CAPITAL MARKET AUTHORITY DOES NOT TAKE ANY RESPONSIBILITY FOR THE CONTENTS OF THIS MEMORANDUM, DOES NOT MAKE ANY REPRESENTATION AS TO ITS ACCU...

Options Risk Statement
document IMAGES-008-HOUSE_OVERSIGHT_026001.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Options Risk Statement Potential Risk at Expiry & Options Limited Duration Risk Unlike owning or shorting a stock, employing any listed options strategy is by definition governed by a finite duration. The most severe risks associated with general options trading are total loss...