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document IMAGES-011-HOUSE_OVERSIGHT_032096.txt Apr 6, 2007 House Oversight Committee — Epstein Estate Records (Nov 2025)

…nts and new revenue opportunities as common indicators of return-on-investment. However, as more and more customers use machine-to-machine applications to collect data, security has not only become a top-notch priority for end users and OEMs (original equipment manufacturers) but...

Lego Turing Machine
document IMAGES-003-HOUSE_OVERSIGHT_015910.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Lego Turing MachineMachines take me by surprise with great frequency. Alan Turing HOUSE_OVERSIGHT_015910

designer to craft a spindly “male” apparatus of hinges and rods, set up to communicate
document IMAGES-004-HOUSE_OVERSIGHT_016979.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…e the art adequately, one needed to enter a kind of symbiotic colloquy with the servomechanisms. This turn toward human-machine interactive environments as an aesthetic becomes clearer when we examine a few other artworks from the period, beginning with one constituting an early...

only until it runs out of fuel. Similarly, the exponential advances in Moore’s Law are
document IMAGES-004-HOUSE_OVERSIGHT_016825.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…r own software they’! rapidly bootstrap themselves into achieving superhuman computational ability. But the evidence of machine learning points in the opposite direction. As machines become more powerful and capable of learning, they learn more and more as human beings do—from mu...

In connection with the Spinoff, we entered into a lease agreement dated November 1, 2014, with Drive
document IMAGES-007-HOUSE_OVERSIGHT_024352.txt Nov 1, 2014 House Oversight Committee — Epstein Estate Records (Nov 2025)

…ated to this lease agreement were approximately $5.1 million for the year ended December 31, 2018. HOUSTON, TX VENDING MACHINE LEASE GUARANTEE On July 14, 2015, DriveTime guaranteed our obligations under the lease governing our occupancy of the property on which our Houston ven...

4.3 Emergentist Cognitive Architectures 67
document IMAGES-002-HOUSE_OVERSIGHT_012983.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…; and one key aspect of sensory data coming from our physical environments is its hierarchical structure. However, most machine learning and pattern recognition systems are “shallow” in structure, not explicitly incorporating the hierarchical structure of the world in their archi...

Complexity & Chaos
document IMAGES-003-HOUSE_OVERSIGHT_015859.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…antum Process Busy Beaver, Towers of Hanoi Graph Problems, Places Game Creativity, Finding Fermat Theorem for a Turing machine, Tiling the plane with Penrose Triangles Free will Halting problem for a Turing Machine, some mathematical theorems such as the Continuum Hypothesis i...

scientists are doing science, especially in such data-intensive sciences as sociology and
document IMAGES-004-HOUSE_OVERSIGHT_016830.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…sum total of everything that had been learned about it in all prior recorded history.” As I contemplate the success of machine learning and try to extrapolate it to the future of AI, I ask myself, “Are we aware of the basic limitations that were discovered in the causal-inferenc...

and have the results analyzed by the various stakeholders—trather like elected legislatures
document IMAGES-004-HOUSE_OVERSIGHT_016944.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…unt in terms of what they take in and what they put out, and AI should be no different. Next-Generation AI Current AI machine-learning algorithms are, at their core, dead simple stupid. They work, but they work by brute force, so they need hundreds of millions of samples. They...