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Mind over Computer 33
document IMAGES-003-HOUSE_OVERSIGHT_015723.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Mind over Computer 33 At first glance, the problem appears to be one of social engineering. Teachers don't want to disappoint, and academic institutions want to improve on last year’s results. The people awarding the grades often have a vested interest in those grades improving....

an artistic way if he wants to communicate his research. He obviously wants to
document IMAGES-003-HOUSE_OVERSIGHT_016365.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

an artistic way if he wants to communicate his research. He obviously wants to communicate and talk to others. A scientist invents new objects, and the question is how to describe them. In all of these aspects, science is not very different from art. When I asked him how he defi...

(3) Investments in AI should be accompanied by funding for research on ensuring
document IMAGES-003-HOUSE_OVERSIGHT_016287.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…rrives, we need to figure out how to make AI understand, adopt, and retain our goals. The more intelligent and powerful machines get, the more important it becomes to align their goals with ours. As long as we build relatively dumb machines, the question isn’t whether human goals...

(3) Investments in AI should be accompanied by funding for research on ensuring
document IMAGES-004-HOUSE_OVERSIGHT_016870.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…rrives, we need to figure out how to make AI understand, adopt, and retain our goals. The more intelligent and powerful machines get, the more important it becomes to align their goals with ours. As long as we build relatively dumb machines, the question isn’t whether human goals...

Turing’s Machine 213
document IMAGES-003-HOUSE_OVERSIGHT_015903.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Turing’s Machine 213 Thanks to Turing’s insight into coding schemes and the machines he designed, the British were soon able to read almost every coded message the Germans sent during the war, giving the Allies an enormous advantage. The D-Day invasion involved convincing Hitler...

superintelligences is likely to be competitive. Humans might be seen as minor
document IMAGES-003-HOUSE_OVERSIGHT_016344.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…s in their competition with the other superintelligences. Or we might simply be irrelevant. It is not impossible that a machine intelligence has already emerged and we simply do not recognize it as such. It may not wish to be noticed, or it may be so alien to us that we are incap...

literally smarter on every level, and because the abilities of the higher levels depend on those of
document IMAGES-008-HOUSE_OVERSIGHT_025964.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… (In individuals of the same group, slower development often indicates defects, of course.) Another support comes from machine learning: we find that the same learning functions can learn visual and auditory pattern recognition, and even end-to-end-learning. Google has built aut...

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

…iplines is now framed as feedback systems that are dynamic and driven by energy flows. Even AI is being recast as human/machine “advisor” systems, and the military is beginning large-scale funding in this area—something that should perhaps worry us more than drones and independen...

Seth Lloyd is a theoretical physicist at MIT, Nam P. Suh Professor in the Department of
document IMAGES-003-HOUSE_OVERSIGHT_016238.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…iener’s 1950 popularization of his highly influential book Cybernetics: Control and Communication in the Animal and the Machine (1948), investigates the interplay between human beings and machines in a world in which machines are becoming ever more computationally capable and pow...

Seth Lloyd is a theoretical physicist at MIT, Nam P. Suh Professor in the Department of
document IMAGES-004-HOUSE_OVERSIGHT_016821.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…iener’s 1950 popularization of his highly influential book Cybernetics: Control and Communication in the Animal and the Machine (1948), investigates the interplay between human beings and machines in a world in which machines are becoming ever more computationally capable and pow...

Fwd: Kuhn - The Science of Sleep and Dreams
email TEXT-001-HOUSE_OVERSIGHT_025190.txt Apr 8, 2017 House Oversight Committee — Epstein Estate Records (Nov 2025)

From: jeffrey E. [[email protected]] Sent: 4/8/2017 9:46:30 AM To: Lesley Groff Subject: Fwd: Kuhn - The Science of Sleep and Dreams Importance: High ----------Forwarded message---------- From: Robert Kuhn <11=1> Date: Sat, Apr 8, 2017 at 2:28 AM Subject: Re: Kuhn - The Scien...

The J.P. Morgan View: Local forces are dominating
email TEXT-001-HOUSE_OVERSIGHT_030844.txt Mar 29, 2013 House Oversight Committee — Epstein Estate Records (Nov 2025)

From: [email protected] To: Undisclosed recipients:; Subject: The J.P. Morgan View: Local forces are dominating Sent: 3/29/2013 8:48:11 PM Attachments: JPM_The J.P. Morgan View_2013-03-28_1084792.pdf Global Asset Allocation ________________________________ The J.P. Morgan V...

Chart 1: Synchronised rise in leading indicators globally augurs well for
document IMAGES-002-HOUSE_OVERSIGHT_014462.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Key charts Chart 1: Synchronised rise in leading indicators globally augurs well for earnings recovery — especially if PMIs kick on to or above mid-50s 65 60 60 40 55 20 50 0 45 40 20 35 ; 40 —— (SM / Euro PMI manuf alg (advanced 9m) 30 =———=|\iSCI Europe EPS € (trailing yo...