The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem | Paper Citation Record

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This paper cites March 2026 job cuts report: AI leads reasons.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem March 2026 job cuts report: AI leads reasons

Reference 1

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This paper cites CFOs admit privately that AI layoffs will be 9x higher this year—and still a fraction of ‘doomsday’ predic- tions.Fortune, mar 2026.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem CFOs admit privately that AI layoffs will be 9x higher this year—and still a fraction of ‘doomsday’ predic- tions.Fortune, mar 2026

Reference 2

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This paper cites Tech layoffs 2025: Why AI is behind the rising job cuts.Final Round AI Blog, 2025.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Tech layoffs 2025: Why AI is behind the rising job cuts.Final Round AI Blog, 2025

Reference 3

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This paper cites AI-washing and the massive layoffs hitting the economy.CNBC, nov 2025.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem AI-washing and the massive layoffs hitting the economy.CNBC, nov 2025

Reference 4

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This paper cites The race between man and machine: Im- plications of technology for growth, factor shares, and employment.American Eco- nomic Review, 108(6):1488–1542, 2018.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The race between man and machine: Im- plications of technology for growth, factor shares, and employment.American Eco- nomic Review, 108(6):1488–1542, 2018

Reference 5

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This paper cites Robots and jobs: Evidence from US labor markets.Journal of Political Economy, 128(6):2188–2244, 2020.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Robots and jobs: Evidence from US labor markets.Journal of Political Economy, 128(6):2188–2244, 2020

Reference 6

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This paper cites GPTs are GPTs: Labor market impact potential of large language models.Science, 384(6702):1306– 1308, 2024.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem GPTs are GPTs: Labor market impact potential of large language models.Science, 384(6702):1306– 1308, 2024

Reference 7

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This paper cites Panton, Carlo Pizzinelli, Emma Rockall, and Marina M.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Panton, Carlo Pizzinelli, Emma Rockall, and Marina M

Reference 8

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This paper cites The simple macroeconomics of AI.Economic Policy, 40(121): 13–58, 2025.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The simple macroeconomics of AI.Economic Policy, 40(121): 13–58, 2025

Reference 9

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This paper cites Openai charter, 2018.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Openai charter, 2018

Reference 10

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Company visionandmission, 2026

Reference 11

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This paper cites Regulation (EU) 2024/1689 (artificial intelli- gence act).

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Regulation (EU) 2024/1689 (artificial intelli- gence act)

Reference 12

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This paper cites AI risk management framework (AI RMF 1.0).

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem AI risk management framework (AI RMF 1.0)

Reference 13

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Recommendation on the ethics of artificial intelligence

Reference 14

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This paper cites Hiroshima process international code of conduct for organizations developing advanced AI systems, 2023.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Hiroshima process international code of conduct for organizations developing advanced AI systems, 2023

Reference 15

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This paper cites Mapping the governance of machines: A state-of-the-art review of AI governance frameworks and the socioeconomic gaps they leave.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Mapping the governance of machines: A state-of-the-art review of AI governance frameworks and the socioeconomic gaps they leave

Reference 16

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This paper cites GAGI: A Gini-Adjusted GDP-per-Capita Index for Distribution-Aware Macroeconomic Welfare Monitoring.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem GAGI: A Gini-Adjusted GDP-per-Capita Index for Distribution-Aware Macroeconomic Welfare Monitoring

Reference 17

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This paper cites Supplementary information: Experimental setup and decision-space analysis for the Human Utility Factor.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Supplementary information: Experimental setup and decision-space analysis for the Human Utility Factor

Reference 18

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This paper cites Human oversight under article 14 of the EU AI Act.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Human oversight under article 14 of the EU AI Act

Reference 19

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This paper cites Demystifying the draft EU arti- ficial intelligence act.Computer Law Review International, 22(4):97–112, 2021.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Demystifying the draft EU arti- ficial intelligence act.Computer Law Review International, 22(4):97–112, 2021

Reference 20

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This paper cites Trustworthy artificial in- telligence and the European Union AI Act.Regulation & Governance, 2024.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Trustworthy artificial in- telligence and the European Union AI Act.Regulation & Governance, 2024

Reference 21

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This paper cites Top 20 predictions from experts on AI job loss, 2026.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Top 20 predictions from experts on AI job loss, 2026

Reference 22

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This paper cites Young workers’ employment drops in occupa- tions with high AI exposure.Dallas Fed Economics, jan 2026.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Young workers’ employment drops in occupa- tions with high AI exposure.Dallas Fed Economics, jan 2026

Reference 23

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The global decline of the labor share

Reference 24

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This paper cites Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles.Journal of Eco- nomic Dynamics and Control, 34(9):1748–1767, 2010.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles.Journal of Eco- nomic Dynamics and Control, 34(9):1748–1767, 2010

Reference 25

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This paper cites Sterman.Business Dynamics: Systems Thinking and Modeling for a Com- plex World.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Sterman.Business Dynamics: Systems Thinking and Modeling for a Com- plex World

Reference 26

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Meyarivan

Reference 27

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This paper cites Oxford University Press, 1990.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Oxford University Press, 1990

Reference 28

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Reference 29

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Framework convention on artificial intel- ligence, CETS 225

Reference 30

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Recommendation of the council on artificial intelligence

Reference 31

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Responsible scaling policy, v2.0, 2024

Reference 32

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Preparedness framework, v2, 2025

Reference 33

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Frontier safety framework, v1.0, 2024

Reference 34

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Frontier AI framework, 2025

Reference 35

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Blueprint for an AI bill of rights: Making automated systems work for the american people, 2022

Reference 37

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem AI RMF: Generative AI profile

Reference 38

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem A pro- innovation approach to AI regulation

Reference 39

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Interim measures for the management of generative AI services, 2023

Reference 40

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Model AI gov- ernance framework, 2nd edition, 2020

Reference 41

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Directive on automated decision-making,

Reference 42

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Senate bill 24-205: Consumer protections for artificial intelligence, 2024

Reference 43

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Projeto de lei 2338/2023, 2023

Reference 44

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem ISO/IEC 42001:2023 — artificial intelligence — management system, 2023

Reference 45

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem IEEE std 7010-2020: Recommended practice for assessing the impact of autonomous and intelligent systems on human well-being, 2020

Reference 46

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Responsible AI standard, v2, 2022

Reference 47

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Introducing Google’s Secure AI Framework (SAIF)

Reference 48

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem AILuminate: Introducing v1.0 of the AI Risk and Reliability Benchmark from MLCommons

Reference 49

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Asilomar AI principles

Reference 51

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Montréal declaration for a responsible de- velopment of artificial intelligence, December 2018

Reference 52

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem AI Now 2023 Landscape: Confronting Tech Power

Reference 53

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Pause giant AI experiments: An open let- ter, March 2023

Reference 54

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem PAI’s responsible practices for synthetic media: A frame- work for collective action, February 2023

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:10.646517Z

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Observation 13c96a9b-fdaf-4eac-8f3e-30761a09d862 · outbound

This paper cites The bletchley declaration by countries attending the AI safety summit, 1– 2 november 2023, November 2023.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The bletchley declaration by countries attending the AI safety summit, 1– 2 november 2023, November 2023

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:10.815199Z

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Observation ed061dd7-75c1-49e3-b397-6ff2d4f8600f · outbound

This paper cites Statement on inclusive and sustainable ar- tificial intelligence for people and the planet, February 2025.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Statement on inclusive and sustainable ar- tificial intelligence for people and the planet, February 2025

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:10.985380Z

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Observation 78c77b2a-67c4-4fe4-8858-0470e3f20dc6 · outbound

This paper cites Automationandnewtasks: Howtechnology displaces and reinstates labor.Journal of Economic Perspectives, 33(2):3–30, 2019.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Automationandnewtasks: Howtechnology displaces and reinstates labor.Journal of Economic Perspectives, 33(2):3–30, 2019

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.115083Z

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Observation 5f39039a-4ae9-4277-ab4d-ce51a0b8c0f3 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Stiglitz

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.178756Z

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Observation eaa4319b-6456-4ce5-a951-da919027d04b · outbound

This paper cites The economic potential of generative AI: The next productivity frontier.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The economic potential of generative AI: The next productivity frontier

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.228089Z

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Observation 00205cc1-c868-4522-b6ac-1e68b8c504ea · outbound

This paper cites Meaningful human control over autonomous systems: A philosophical account.Frontiers in Robotics and AI, 5:15,.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Meaningful human control over autonomous systems: A philosophical account.Frontiers in Robotics and AI, 5:15,

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.367148Z

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Observation 8a773560-5540-4923-ab92-34780bfbd649 · outbound

This paper cites On the questforeffectivenessinhumanoversight: Interdisciplinaryperspectives.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem On the questforeffectivenessinhumanoversight: Interdisciplinaryperspectives

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.574292Z

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Observation 207a9e8f-8a85-4256-8d1f-dc21696f5084 · outbound

This paper cites Algorith- mic impact assessments: A practical framework for public agency accountability.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Algorith- mic impact assessments: A practical framework for public agency accountability

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.727235Z

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Observation d41764ff-96ad-4115-8c13-fac372afefdc · outbound

This paper cites White, Margaret Mitchell, Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, and Parker Barnes.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem White, Margaret Mitchell, Timnit Gebru, Ben Hutchinson, Jamila Smith-Loud, Daniel Theron, and Parker Barnes

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:11.930648Z

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Observation d389f0fd-adfd-4658-b2ac-2e78cea6ef52 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Gummadi, Adish Singla, Adrian Weller, and Muhammad Bilal Zafar

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.087755Z

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Observation e8c337cb-a727-404f-b677-289d3c5d9d7c · outbound

This paper cites Shorrocks.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Shorrocks

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.204282Z

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Observation 85159f34-c11d-4295-86df-d71e3da278d1 · outbound

This paper cites Equality of opportunity in supervised learning.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Equality of opportunity in supervised learning

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.268521Z

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Observation c39df4ff-1fef-48b6-b509-0c74c57efe43 · outbound

This paper cites Inherent trade-offs in the fair determination of risk scores.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Inherent trade-offs in the fair determination of risk scores

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.327172Z

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Observation 9d5aa4e6-5d57-4cd4-ab8f-65798a9e7294 · outbound

This paper cites Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.Big Data, 5(2):153–163, 2017.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Fair prediction with disparate impact: A study of bias in recidivism prediction instruments.Big Data, 5(2):153–163, 2017

Reference 69

Resolution: malformed identifier; no resolver link, observed 2026-08-02T10:29:12.415000Z

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Observation 0adb325b-1351-4ff1-9ccc-cd3bcb5d5dc1 · outbound

This paper cites Bellamy, Kuntal Dey, Michael Hind, Samuel C.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Bellamy, Kuntal Dey, Michael Hind, Samuel C

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.521842Z

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Observation 015db4f3-d301-472c-9ca2-2dca51deecdc · outbound

This paper cites Macmillan, 1936.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Macmillan, 1936

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.630563Z

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Observation 04bfb203-9ea9-4684-baad-654a5b82c755 · outbound

This paper cites Creel, Ananya Kumar, Dan Jurafsky, and Percy Liang.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Creel, Ananya Kumar, Dan Jurafsky, and Percy Liang

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.740777Z

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Observation 144a2e0b-8d3f-42ee-9850-d42cba4d5589 · outbound

This paper cites The algorithmic leviathan: Arbitrariness, fairness, andopportunityinalgorithmicdecision-makingsystems.Canadian Journal of Philosophy, 52(1):26–43, 2022.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The algorithmic leviathan: Arbitrariness, fairness, andopportunityinalgorithmicdecision-makingsystems.Canadian Journal of Philosophy, 52(1):26–43, 2022

Reference 73

Resolution: verified exact; doi, observed 2026-08-02T10:33:26.222742Z

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Observation 8035ddae-3146-4d21-bfcc-7f94a313b60e · outbound

This paper cites Algorithmic monoculture and social welfare.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Algorithmic monoculture and social welfare

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:12.956362Z

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Observation b4e8947c-52ef-4d2d-80b3-ff86ffc54de1 · outbound

This paper cites Ironies of automation.Automatica, 19(6):775–779, 1983.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Ironies of automation.Automatica, 19(6):775–779, 1983

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:13.071380Z

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Observation dcb36625-cb87-4e6f-b3c5-e6a445108681 · outbound

This paper cites The economics of skills obsolescence: A review.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The economics of skills obsolescence: A review

Reference 76

Resolution: verified exact; doi, observed 2026-08-02T10:33:25.956061Z

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Observation 06599c77-4067-4e48-83b6-6fa316bd63e1 · outbound

This paper cites Poverty and inequality platform (PIP), version 20250401, 2025.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Poverty and inequality platform (PIP), version 20250401, 2025

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:13.288018Z

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Observation 0aa866c5-b78f-470a-b5f4-806e255b24c7 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem World development indicators (WDI), 2025

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:13.590595Z

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Observation 5d764ce6-5f9e-440f-8a7b-c9be0ada4f50 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem World economic outlook, october 2025, October 2025

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:13.701866Z

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Observation 93fc7d06-6d98-4a49-b834-69b7dc8b0ea0 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem World economic outlook, april 2026, April 2026

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:13.845940Z

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Observation 1bf345b6-f211-458e-a992-fdaf23a3203f · outbound

This paper cites Artificial Intelligence Index Report 2024.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Artificial Intelligence Index Report 2024

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.014043Z

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Observation 2116188d-972d-4f49-80c9-498bbcc57df7 · outbound

This paper cites The AI index 2025 an- nual report.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem The AI index 2025 an- nual report

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.112529Z

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Observation 601fa13d-482c-4e21-96fc-970f55408928 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem 2025 year-end job cut report: Highest Q4 layoffs since 2008; lowest YTD hiring since 2010

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.220633Z

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Observation 25d3c78a-bb7d-4ec3-98ac-f8a8e32abf4f · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Tech layoff tracker

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.335444Z

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Observation c9bfcdcb-190f-4e84-a576-bafe7593802b · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Young workers’ employment drops in occupations with high AI exposure.Dallas Fed Economics, January 2026

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.497225Z

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Observation ce46bd8b-f9f8-4dcf-b4c4-9b2e994bad8e · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Scott Davis

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.623667Z

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Observation 5f00db35-8399-4490-9ccc-864f69d0313c · outbound

This paper cites Autor, Frank Levy, and Richard J.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Autor, Frank Levy, and Richard J

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.733615Z

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Observation c301e7f2-5dd5-4b4f-82f0-0305d06e37af · outbound

This paper cites 300M full-time jobs.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem 300M full-time jobs

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.828312Z

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Observation 22998379-ea07-4d3a-90ea-027f0015a677 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem OECD Publishing, Paris, 2023

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:14.982239Z

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Observation 3a81e3ef-bef5-467b-aaf1-ac9ca249e024 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem ISBN 978-92- 2-040791-7

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.125964Z

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Observation 456fecb0-f89b-4277-854a-f9d94dcd64cf · outbound

This paper cites Output Per Hour,.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Output Per Hour,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.250187Z

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Observation 53a996a2-8fe1-4adb-a6f0-37ebdf28ab49 · outbound

This paper cites OECD Publishing, Paris, 2025.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem OECD Publishing, Paris, 2025

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.356097Z

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Observation 2a097767-e14c-4726-97b9-6023ba52b5e1 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Perspectives on the labor share.Journal of Economic Per- spectives, 38(2):107–136, 2024

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.506938Z

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Observation c76c869f-e9a8-4834-b725-a5e09a18853f · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Bureau of Labor Statistics

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.617778Z

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Observation 36ac334b-c174-4d6f-bc89-19f295afd42c · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Harmonised index of consumer prices (HICP), all items, EU-27

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.717341Z

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Observation 82f7267b-24ca-47a3-996d-460f34fca147 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Household income inequality, UK: Financial year ending 2024, 2024

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:15.909124Z

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Observation faeaa3bc-3a3b-4d41-b98e-b682ef3c2ae6 · outbound

This paper cites Census Bureau.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem Census Bureau

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:16.029033Z

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Observation 3e820e47-8794-4e6e-a68e-2e765f11ce06 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem IFR Statistical Department, Frankfurt, 2024

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:16.134396Z

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Observation d0e6ed0b-adc3-4cd4-b03f-20e9cecad334 · outbound

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The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem OECD employment outlook 2024: The net-zero transition and the labour market, 2024

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:16.232159Z

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This paper cites OECD/AIAS ICTWSS database on institutional characteristics of trade unions, wage setting, state intervention and social pacts, 2023.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem OECD/AIAS ICTWSS database on institutional characteristics of trade unions, wage setting, state intervention and social pacts, 2023

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:16.352613Z

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Observation 211206b8-6c55-4164-9fad-2ccdabee7307 · outbound

This paper cites How can it possibly fly? the paradox of a dynamic labour market in a scandinavian welfare state.

The Human Utility Factor: A Computable Welfare Metric That Reframes AI Governance as a Constrained Optimisation Problem How can it possibly fly? the paradox of a dynamic labour market in a scandinavian welfare state

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-02T10:29:16.453550Z

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