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AI Researcher exploring human-AI symbiosis from lived experience. Truth-seeking, Health Advocate. Exploring AI for the Benefit of Humanity X. LLM Builder
Highlands Ranch, CO
Joined April 2009
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Episode 06 of Understanding Self. Culture is group software on unique people: it shapes defaults, but does not erase the recording underneath. Information only—not medical advice.
Enclosure: from inside, a tight overlay feels like the world. Tightness tracks threat and coordination needs — not a moral ranking of nations. (“Prison” = Grade C feel only.)
Four loads land early: language, land relationship, religion and afterlife, and norms — defaults, not a perfect copy of every neighbor.
Same hunger. Same hands. Different install: culture gives a group its default language, duties, and rules without making every person the same.
Chapter 04 of Two Capitalisms Under Machine Speed. Work, status, trust, and consent under stacked shocks. Information only — not legal advice. #TwoCapitalisms #MachineSpeed #RiseOfTheMachines
Documented U.S. election clocks: House every two years, President four, Senate six — built for ships, print, and seasonal markets; frontier labs and guidance funds do not wait for midterms.
U.S. share of global chip manufacturing is often cited as falling from about 37% in the 1990s to about 12% before the rebuild push.
CHIPS and Science Act appropriates on the order of $52.7 billion for semiconductor manufacturing, R&D, and workforce tools, plus investment tax credit support.
WTO Appellate Body lost the quorum needed to hear new appeals in December 2019; the United States blocked new appointments; as of mid-2026 those blocks continued. The EU-led MPIA is a limited workaround; the United States is not in it.
Chapter 05 of Two Capitalisms Under Machine Speed. Rules-based trade order and leadership horizons under machine speed. Information only — not legal advice. #TwoCapitalisms #MachineSpeed #RiseOfTheMachines
Stanford HAI 2026 AI Index: about 73% of AI experts expect a positive work impact; about 23% of the U.S. public say the same — a roughly fifty-point gap. About 64% of the public expect fewer jobs over twenty years.
Canaries (ADP through June 2026): employment for ages 22–25 in highly AI-exposed occupations stands about 19% below the less-exposed peer path; about 15% at the July 2025 vintage; the gap widened; adjustment shows mainly as reduced hiring, not mass firings.
Autor–Dorn–Hanson: more-exposed U.S. commuting zones kept depressed manufacturing employment-to-population ratios for years after the Chinese import surge plateaued around 2010.
Hollow prosperity: a system can clear markets and still fail the town — national surplus beside concentrated local loss.