Perioder
Periodisering af fremtidens robotsamfund i fire bølger:
1: Synergi-robot bølge
Synergiarbejde mellem mennesker og robotter løser arbejdsopgaverne bedst. "Human in the loop".
Milepælen begyndte med ChatGPT i 2022 og accelererede med introduktionen af AI agenter i 2025.
www.robotsamfund.dk ...
Exo-robot bølge
Robotterne er afhængige af en ekstern infrastruktur (exo) for at kunne løse opgaver.
F.eks. "selvkørende biler", der er afhængige af GPS og digitale kort.
3: Paritets-robot bølge
Paritetsrobotter løser arbejdsopgaverne lige så godt som mennesker, så der opstår risiko for arbejdsløshed.
Milepælen er selvkørende biler, der ikke er afhængige en ekstern infrastruktur, så de kan på lige for med mennesker (paritet). Der kan derfor spares på udgifter til ekstern infrastruktur.
4: Super-robot bølge
Superrobotter løser arbejdsopgaverne bedre en mennesker.
Milepæl: Mennesker får ikke længere lov til at køre bil, af sikkerhedshensyn.
Siden er under konstruktion.
Herunder kommende emner:
AGI scenarier
Scenarios for the Transition to AGI
Anton Korinek & Donghyun Suh 2024
Udviklingshastighed
Robot akkumulation: Adoption og diffusion.
Den teknologiske udviklingshastighed er en anden end den organisatoriske udviklingshastighed.
Definitioner
Industrisamfund
Robotsamfund
Den 4. industrielle revolution
Den 5. industrielle revolution
Singularity
Singularity og AGI debat
Teknologisk singularity
Økonomisk singularity
Byer/kommuner/arkitektur
Biblioteker/kulturhuse
Nyheder/journalistik
AI tools
Digital assistent
Nvidia’s NemoClaw sikrer OpenClaw til forretninger.
www.euronews.com/nvidia ...
OpenClaw
www.openclaw.ai
OpenClaw og Mistral
www.openclaw.ai/models ...
PESTLE Analysis Automation
www.youtube.com/HY8 ...
www.mindpal.space
Emner
Hovedemner
Emner prioriteret ud fra deres betydning for overgangen til robotsamfundet.
Geopolitiske interessegrupper
Geopolitik: USA og teknologigiganternes magt og deres legitimations ideologi.
EU`s suverænitetsbestræbelser, vil de lykkedes?
Teknologi
Definitioner på AI og robotter.
AI & ideologi
Silicon Valley-ideologien
Silicon Valley-ideologien består af af teknologisk optimisme og libertariansk ideologi.
Kritik af BigTech`s fremtidsforståelse, som den er formuleret i Silicon Valley-ideologien:
Teknototalitarisme
Fra teknoliberalisme til teknototalitarisme: Silicon Valleys mørke drejning
Peter Svarre den 30/8-2024
www.copenhagen-review-of-communication.com/teknototalitarisme ...
AI løfter og realiteter
AI sælges ofte som en utopisk historie: Ubegrænset overflod. Endeløs produktivitet. En bedre fremtid for alle. Men bag den fortælling gemmer der sig en helt anden virkelighed, en virkelighed drevet af magt, kontrol og et AI kapløb, som kun få mennesker forstår fuldt ud.
Kilde: Nat Rubio-Licht, 2026.
www.thedeepview.com/utopian-promise ...
‘To Save Everything, Click Here’ by Evgeny Morozov
Kritik af teknologi optimismen. Teknologi kan ikke løse alle problemer.
Review v/Tim Wu 2013
www.washingtonpost.com/morozov ...
Nat Rubio-Licht
www.linkedin.com/in/natalierubiolicht
USA nationalistisk kritik af Silicon Valley-ideologien
The Technological Republic: Hard Power, Soft Belief, and the Future of the West.
Alexander C. Karp & Nicholas W. Zamiska 2026.
www.x.com/PalantirTech ...
Anmeldelse af The Technological Republic
www.tv2.dk/magabevaegelsen ...
UNESCO
Futures of Education v/UNESCO
Jeppe Kiel Christensen
Forskningsleder i Center for Professionsstudier, VIA University College.
Fremtidsforståelse er en vigtig kompetence, som også præsenteres af UNESCO i deres Futures of Education.
www.unesco.dk/danske ...
Fremtidsforståelse
Fremtidsforståelse om mulige fremtider:
1: Forventet fremtid. Trend fremskrivning.
2: Mulige fremtider. Realistiske grænser for mulige fremtider.
3: Ønskværdig fremtid. Visioner og normativt scenarie. Backcasting metode.
Three kinds of futures thinking:
| Futures | Forces | Thinking | Techniques |
| Expected | Constants Trends | Scientific | Extrapolation |
| Plausible | Discontinuities | Speculative | Scenarios |
| Preferable | Choices | Visionary | Visioning Planning |
Bishop, Peter 2009. In: Alireza Hejazi, PhD. (u.a.). Developing Frameworks for New Theories in Futures Studies
www.academia.edu/184 ...
Udviklingshastighed
Robert J. Gordon debat
Robert J. Gordon mener ikke, at vi står midt i et paradigmeskifte, fordi den økonomiske vækst møder stærke modvinde.
Minimalists vs maximalists
Robert Gordon has outlined the hypothesis that we are entering a new era of low economic growth where new technological developments will have less impact than past ones. Against him are the maximalists, like Andrew McAfee and Erik Brynjolfsson, who predict dramatic economic shifts to result from the coming of the ‘Second Machine Age’.
www.bruegel.org/2014/07/the-computerisation-of-european-jobs
Is U.S. economic growth over? - debate
In an effort to rebut the criticisms that his controversial 2012 paper “Is U.S. economic growth over?” drew and the recent affirmations by techno-optimists that productivity is reaching an inflection point, Economist Robert Gordon of Northwestern University published a new NBER working paper, which argues that growth will significantly slow down over the next four decades.
The great stagnation hypothesis and the “four headwinds”.
www.bruegel.org/2014/03 ...
Statistics and time horizons
William Janeway (HT Martin Anota) points to a basic flaw in Gordon’s argument. Gordon distinguishes three Industrial Revolutions that have driven economic growth and improved living standards since the eighteenth century:
IR #1 (“steam, railroads”), whose defining inventions date from 1750 to 1830;
IR #2 (“electricity, internal combustion engine, ... chemicals, petroleum”), whose defining inventions date from 1870 to 1900;
IR #3 (“computers, the web, mobile phones”), dating from 1960.
The core of his article contrasts the transformational impact of IR #1 and, especially, IR #2 on per capita GDP and the quality of life with the relatively trivial consequences of IR #3. The vulnerability of Gordon’s argument is his shortened time horizon for IR #3. Gordon cuts off IR #3 circa 2005 – that is, 45 years from its onset, but less than half the time allowed for IR #1 and IR #2 to run their respective courses.
www.bruegel.org/2014/03 ...
THE DEMISE OF U.S. ECONOMIC GROWTH: RESTATEMENT, REBUTTAL, AND REFLECTIONS
Robert J. Gordon. Working Paper 2014
www.nber.org/papers/w19895.pdf
Forandringsledelse
Forandringsledelse v/John Kotter:
Forandringsledelse 1-8 i tre faser:
Fase 1:
1: Skab forståelse for behovet for forandring.
2: Saml en gruppe af indflydelsesrige medarbejdere, som skal fungere som styrende koalition.
3: Skab en vision og en strategi for at opfylde visionen.
Fase 2:
4: Kommuniker visionen ud til hver enkelt medarbejder.
5: Gør det muligt for medarbejderne at arbejde med visionen.
6: Skab kortsigtede sejre – og fejr dem.
Fase 3:
7: Konsolider forandringen. Forandring afføder forandring.
8: Forankr forandringen i organisationskulturen.
Leading Change (dansk: I spidsen for forandringer, 1996).
www.wikipedia.org/Kotter ...
Fre faser
www.youtube.com/Zln ... v/www.forklarmiglige.dk
www.lederweb.dk/kotter ...
Uddannelse
Dator, James Allen (2002). Advancing Futures: Futures Studies in Higher Education. Praeger.
www.books.google.dk/books ...
AI and Education:
What's Changing, What Kids Must Learn, and the Path Forward
SXSW EDU 2025
www.youtube.com/dXx ...
AI forskere
AI og samfund forskere:
Daron Acemoglu
www.nber.org/daron ...
AI og viden
www.nber.org/w349 ...
Automation and Repression
www.scholar.google.com/zAd ...
AI Can Only Do 5% of Jobs.
www.youtube.com/unr ...
Visions for the future.
www.youtube.com/kQb ...
www.robotsamfund.dk ...
David Autor
Framework distinguishes among five categories of technological change: labor-augmenting, capital-augmenting, automating, expertise-leveling, and new task-creating.
www.nber.org/34854 ...
www.wikipedia.org/David ...
AV diffusion vil tage 20 år.
www.youtube.com/6Gw
AI could help rebuild the middle class.
www.youtube.com/66f ...
Erik Brynjolfsson
www.wikipedia.org/Erik ...
Overgangen fra industrisamfund til robotsamfund
Atomkraft, nej tak
Eksempel på bevægelse der modarbejder indførelsen af ny risikofyldt teknologi.
www.robotsamfund.dk/emner/atomkraft
EU
EU militær
The Defence Readiness Roadmap.
Counter-drone efforts.
www.thinkeuropa.dk ... pdf
USA
USA AI regulering
Case: Musk vs. Colorado.
Colorado: To protect from “algorithmic discrimination”
www.theguardian.com/xai ...
AI adoption i USA
AI has replaced existing tasks for 27% of employed AI work users.
www.substack.com/ai ...
Fremtidens arbejdsmarked
Task creating technologies.
Pro Worker AI, 2026
www.youtube.com/ArP ...
Fremtidens miljø
Fremtidens miljø: Referencer:
2052: A Global Forecast for the Next Forty Years
Randers, Jorgen 2012
www.books.google.dk/books ...
Intro: www.2052.info... pdf
Global Catastrophes and Trends: The Next Fifty Years
Smil, Vaclav 2008
www.mit.edu/Next-Fifty-Years ...
STEM Education
STEM Education
"STEM Education is not enough to address the future of work", says global think tank Millennium Project.
The Millennium Project has just released its resent study 'Work/Technology 2050: Scenarios and Actions'. This international long range study includes three detailed scenarios to 2050 and assessments of 93 actions.
The Millennium Project reviewed over 30 “future of work” studies to find what questions were not asked and those that were answered inadequately.
www.utu.fi/en/en/news/news/mp-work2050
AI: ANI, AGI and ASI
... the research and conversations do not make distinctions among artificial narrow intelligence (ANI), artificial general intelligence (AGI), and artificial super intelligence (ASI).
Three scenarios are:
· It’s Complicated—A Mixed Bag
· Political/Economic Turmoil—Future Despair
· If Humans Were Free—The Self-Actualization Economy
FIVE INTERNATIONAL DELPHI STUDIES TO ASSESS ACTIONS
1: Government and Governance Actions
2: Business and Labour Actions
3: Science and Technology Actions
4: Education and Learning Actions
5: Culture, Arts and Media Actions
Work/Technology 2050: Scenarios and Actions
This 200-page report complete with graphs, charts, and figures is available in print for US$ 45,95 and US$ 25,95 for download at:
www.millennium-project.org/projects ...
Download summary
www.millennium-project.org ... pdf