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some planning capacities. AlphaZero has another interesting feature: It works by playing
document IMAGES-004-HOUSE_OVERSIGHT_016958.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…neralize. Some images almost identical to a cat image won’t be identified by us as cats at all. Others that look like a random blur will be. Top-down Bayesian Models The top-down approach played a big role in early AI, and in the 2000s it, too, experienced a revival, in the form...

won't read about it. But there are lines that go back six blocks
document IMAGES-005-HOUSE_OVERSIGHT_019987.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…f inhibition, the fact that linear thought and presentation turned out not at all to be necessary, the wonder that this random approach seemed to command, and his own replenishing supply of free association—all this suggested that he was limited only by everyone else’s schedule a...

There is no question that the shift to value-based reimbursement models will have a major
document IMAGES-007-HOUSE_OVERSIGHT_024038.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…targeted approach to pharmaceutical R&D is a fundamental change from the historical process that relied on large-scale, random screening of drug candidates for activity. A whole new generation of products targeting diseases at the molecular level is emerging and these offer much...

Cognitive Process-Based Education 17
document IMAGES-007-HOUSE_OVERSIGHT_023757.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…e other hand, is worth teaching. Why? Because car mechanics, plumbers, doctors, and crime investigators, to name four random professions, all do scientific reasoning on a daily basis. As a society we anoint only doctors with the glory of doing actual scientific reasoning. The o...

of, and means of obtaining, oxycodone and hydrocodone. (A few
document IMAGES-001-HOUSE_OVERSIGHT_010505.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…h Chief Reit- er’s investigation into Jeffrey Epstein, the talk-show host settled with prosecutors, agreed to submit to random drug testing, and gave up his firearms permit.) Krischer himself, however, had been accused of sexual misconduct. In October of 1992, Jodi Bergeron, a...

We see that the Hurst exponent, Fano and Allen factors, Levy exponent and
document IMAGES-002-HOUSE_OVERSIGHT_013711.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…t usefully applicable to systems with distributions that fail to be Gaussian or asymmetrically Poisson, the latter from random data sequences with only positive x values, thus backed up toward zero by a minimum inter-event interval or amplitude. These time series are sequentially...

Although counter-intuitive when expressed in words, the trajectories that one
document IMAGES-002-HOUSE_OVERSIGHT_013705.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…s are generally studied from three relatively distinct yet complementary quantitative perspectives: (1) As stochastic (“random”) processes with various amounts of sequential dependency (autocorrelations) and scale (sample length) dependencies; (2) As “deterministic” smooth or dis...

between the socks faster than the speed of light to synchronize them
document IMAGES-003-HOUSE_OVERSIGHT_016023.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…proven wrong. For many years after the EPR paper was published, physicists split into factions: some thought the world random, some believed in hidden variables, and others thought attempts to ‘understand’ quantum mechanics were misguided. Why should physics make sense? The equa...

In the early years of the Iranian Revolution, an obscure cleric named Ayatollah Gilani
document IMAGES-009-HOUSE_OVERSIGHT_026552.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…hieve intercourse. Is the child of such an encounter halalzadeh (legitimate) or haramzadeh (a bastard)? Such tales of random ribaldry may sound anomalous in the seemingly austere, asexual Islamic Republic of Iran. But the "Gili Show," as it came to be known, had quite the follo...

odone and hydrocodone. (A few
document IMAGES-001-HOUSE_OVERSIGHT_010506.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

[TERSON odone and hydrocodone. (A few hich coincided with Chief Reit- stein, the talk-show host settled nit to random drug testing, and had been accused of sexual ron, a legal secretary who'd worked sment lawsuit against him in the That suit was dismissed, but a few ‘rische...

uncertainty in the receiver that pre-existed the receipt of the message. |n the binary
document IMAGES-002-HOUSE_OVERSIGHT_013577.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… of places. Our relatively common computers these days have 32 or 64 bit processors. If these 0,1 choices are made in a random sequence in which each step is independent of the previous one, the sequential probabilities, _, are multiplicative: e.g. the probability of getting two...

power operates as much through light pulses running through fiber optic webs as it
document IMAGES-004-HOUSE_OVERSIGHT_018251.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…sic Books, 2014), Mark Newman Networks: An Introduction, (Oxford: Oxford University Press 2010); Remco van der Hofstad, Random Graphs and Complex Networks. Vol. I, (Eindhoven University of Technology, 2015); Alexander R. Galloway and Eugene Thacker. The Exploit a Theory of Networ...

where 4 (lambda) is deadweight loss. Meanwhile negative output belongs in the
document IMAGES-001-HOUSE_OVERSIGHT_011137.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…f output Y. as with all effects on net capitalization not explained by transfer in or plowback from revenue. It is the random negative component in free growth. Then define positive and negative output and realized output more fully by Y,(>0)=max(¥,,0), Y,(<0)=max(-Y,,0)=4,...

352 Are the Androids Dreaming Yet?
document IMAGES-003-HOUSE_OVERSIGHT_016042.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ems.) This argument neatly sidesteps Turing’s theorem by specifying there is no such thing as an arbitrary problem - a random problem picked from the infinite set of problems. At the same time, it sets certain characteristics of such a Universe and I believe we can test these......

142 Are the Androids Dreaming Yet?
document IMAGES-003-HOUSE_OVERSIGHT_015832.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…utes good and bad art. We will look again at art, in Chapter 10. Classically we assume knowledge is discovered through random chance and iteration. To understand how this might work let’s lay out the world’s information in a way we can visualize. Imagine every piece of discovera...