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2.3 Further Characterizations of Humanlike Intelligence 25
document IMAGES-002-HOUSE_OVERSIGHT_012941.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…and language, written and spoken; retention, inter- pretation and explanation of ideas and information via lan- guage; understands relationship between communication and meaning Logical-Mathematical Logical thinking, detecting patterns, scientific reasoning and deduction; analy...

powerful room-cleaning robot was a Roomba, which moved around vacuuming at
document IMAGES-004-HOUSE_OVERSIGHT_016824.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...

Glossary of Specialized Terms 333
document IMAGES-002-HOUSE_OVERSIGHT_013249.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…intelligent system; see Dual Network. Higher-Order Inference (HOI): PLN inference involving variables or higher-order func- tions. In contrast to First-Order Inference (FOI). Hillclimbing: A general term for greedy, local optimization techniques, including some relatively sophi...

individuals that make up societies. On
document IMAGES-006-HOUSE_OVERSIGHT_021396.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

… forces operate in both directions; one’s degree of social integration or isolation (at the higher level) can have profound influence on one’s mental and physical health (at the lower level). Just how these forces operate—in both directions—is one of the main themes of this book....

Nardil, Marplan, Eutony, Parnate and others of a then common family of
document IMAGES-002-HOUSE_OVERSIGHT_013588.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ia viridis, with an extract of a vine with the powerful monoamine oxidase inhibitor properties of the beta carbolines found in Banisteriospsis caapi. |n 1975, working with a graduate student, Louise Hsu, we found that the mammalian brain could also synthesize beta carbolines. Thi...

methods he and others developed for the control of missiles, for example, were later put
document IMAGES-003-HOUSE_OVERSIGHT_016240.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…hought was imminent in 1950. Wiener notes that prosthetic limbs would be much more effective if their wearers could communicate directly with their prosthetics by their own neural signals, receiving information about pressure and position from the limb and directing its subsequen...

processing performed by elementary particles moving around, and there’s no law of
document IMAGES-004-HOUSE_OVERSIGHT_016867.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

processing performed by elementary particles moving around, and there’s no law of physics that says one can’t build machines more intelligent in every way than we are, and able to seed cosmic life. This suggests that we’ve seen just the tip of the intelligence iceberg; there’s an...

13.6 Glocal Memory 261
document IMAGES-002-HOUSE_OVERSIGHT_013177.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…p level both. Memory is one area where animal brain architecture differs radically from the von Neu- mann architecture underlying nearly all contemporary general-purpose computers. Von Neu- mann computers separate memory from processing, whereas in the human brain there is no su...

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)

… 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 counterparts but quickly come to dominate the space. The purp...

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)

…ive architecture for Artificial General Intelligence (AGT) called CogPrime ... and describes an approach for giving a young AGI system (CogPrime or otherwise) appropriate experience, so that it can develop its own smarts, creativity and wisdom through its own experience. Along th...

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...

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)

…n Baptiste Say, in writings I haven’t read, argued two centuries ago that supply creates its own demand. The logic is sound to a point. The claims on output simplify to pay plus profit. The asterisks don’t matter here. Thus pay plus profit is always enough to clear that market. T...

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

…ses (e.g., theorem provers that reproduced most of Whitehead and Russell’s Principia Mathematica) and massive military funding. The earlier and broader vision of cybernetics, which considered the artificial as part of larger systems of feedback and mutual influence, faded from pu...

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...