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(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)

…ant it becomes to align their goals with ours. As long as we build relatively dumb machines, the question isn’t whether human goals will prevail but merely how much trouble the machines can cause before we solve the goal-alignment problem. If a superintelligence 1s ever unleashed...

the (currently) esoteric domain of self-reproducing machines—to the power and
document IMAGES-004-HOUSE_OVERSIGHT_016864.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ogical progress stays vigorous—few centuries. If that’s right, we can look forward to several generations during which humans, empowered and augmented by smart devices, coexist with increasingly capable autonomous Als. There will be a complex, rapidly changing ecology of intelli...

desperation in men like Trichet. I’m pretty sure we'll see versions of this same sort
document IMAGES-004-HOUSE_OVERSIGHT_018322.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…at is achievable with older technology. Self-taught, reasoning artificial intelltigence will spot patterns invisible to human minds, they will offer everythying from computer-assisted explanation to whole new theories of physics and math?°. And autonomous robotic systems will pre...

13.4.1 The Hopfield neural net model ..............0..0 022 e eee 256
document IMAGES-002-HOUSE_OVERSIGHT_012914.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…0 ccc ees 282 15-38 Dual Networks: « sss: sasa3 ac $5 65 {MEMS EMTWS CM EG SRE EASE wE BREE SR 284 Section V A Path to Human-Level AGI 16 AGI Preschool.......0.... 0... teen eens 289 16.1 Introduction .......... 0.0000 teen teens 289 16.1.1 Contrast to Standard AI Evaluation Me...

something much more significant than speculating at the time: He was laying the
document IMAGES-003-HOUSE_OVERSIGHT_016336.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…esult was an exponential rather than a linear rate of knowledge accumulation. John von Neumann also has a cameo in Zhe Human Use of Human Beings, for game theory. What Wiener missed here was von Neumann’s seminal role in digitizing computation. Whereas analog communication degra...

I was introduced to Max Tegmark some years ago by his MIT colleague Alan Guth, the
document IMAGES-004-HOUSE_OVERSIGHT_016865.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…the looming existential risk posed by the creation of an AGI (artificial general intelligence—that is, one that matches human intelligence). Four years ago, Max co-founded, with Jaan Tallinn and others, the Future of Life Institute (FL), which bills itself as “an outreach organiz...

5.3 An Architecture Diagram for Human-Like General Intelligence 99
document IMAGES-002-HOUSE_OVERSIGHT_013015.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

5.3 An Architecture Diagram for Human-Like General Intelligence 99 PERCEPTION/ ACTION SUBSYSTEMS Fig. 5.2: Architecture of Working Memory and Reactive Processing, closely modeled on the LIDA architecture Figure 5.3, modeling motivation and action selection, is a lightly modifi...

consensus rather than supports one school over another. | think it is the consensus
document IMAGES-001-HOUSE_OVERSIGHT_010997.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ke Keynes, I apply it to investment as well as saving. That’s why | treat them as synonymous. And | prefer to recognize human capital explicitly. Keynes surely understood the concept. He was the star pupil of Alfred Marshall's later teaching career, unless he shared that distinct...

the (currently) esoteric domain of self-reproducing machines—to the power and
document IMAGES-003-HOUSE_OVERSIGHT_016281.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…ogical progress stays vigorous—few centuries. If that’s right, we can look forward to several generations during which humans, empowered and augmented by smart devices, coexist with increasingly capable autonomous Als. There will be a complex, rapidly changing ecology of intelli...

Medicare: Enrollment Up 2x to 46 Million While Annual Payments per
document IMAGES-006-HOUSE_OVERSIGHT_020893.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…86 1990 1994 1998 2002 2006 KP Note: Data are inflation adjusted using BEA’s GDP price index. Source: Dept. of Health & Human Services. i USA Inc. | Income Statement Drilldown 103 Medicare: Observations e 46 million elderly Americans (15% of population) received an average of $...

A Path to Human-Level AGI
document IMAGES-002-HOUSE_OVERSIGHT_013203.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

Section V A Path to Human-Level AGI HOUSE_OVERSIGHT_013203

then pictured a future instant’s worth of expected satisfaction. Its perceived value at
document IMAGES-001-HOUSE_OVERSIGHT_011121.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

…f the one slaveowner. There may also be minor novelty in my analogy between accounting for the firm and accounting for human capital in Chapter 6. One possible example is my use of the term “decapitalization” to include depletion and liquidation in sale as well as depreciation....

Some wait a year before making their way to the courthouse
document IMAGES-001-HOUSE_OVERSIGHT_010540.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

James PATTERSON Some wait a year before making their way to the courthouse, their date with the public defender, and an appearance before the judge. Some get out much sooner, if only they can make bail. But there’s no bail without money — or at least collateral—and, of course, b...

» U.S. Department of State Country Profiles
document IMAGES-002-HOUSE_OVERSIGHT_013971.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

» U.S. Department of State Country Profiles (www.state.gov/r/pa/ei/bgn/) =» World Travel Watch (www.worldtravelwatch.com) Larry Habegger and James O’Reilly’s weekly online report of global events and odd happenings relevant to travel safety, sorted by topic and geographic regio...

This used to be illegal... We had the posse comitatus acts which said, yes, if there’s a real
document IMAGES-004-HOUSE_OVERSIGHT_017592.txt House Oversight Committee — Epstein Estate Records (Nov 2025)

This used to be illegal... We had the posse comitatus acts which said, yes, if there’s a real emergency you could call up the ARMY to deal with the emergency, but you cannot do it ona permanent basis but we now do do it on a permanent basis. We haven't even bothered to repeal the...