Sources and evidence

Read the October consultation draft and follow its human questions to Catholic teaching, research, and primary evidence.

The source library identifies observed findings, controlled evaluations, forecasts, public reporting, policy commitments, and their implementation status. Dates and evidence labels help readers examine what each source establishes.

Cover of the 7 October 2026 consultation white paper

White Paper

On the Need for Moral Red Lines for Artificial Intelligence

A Catholic Framework for Discernment and Dialogue

This consultation draft is circulated for expert review, discussion, and feedback and is subject to revision.

Document type
White paper
Current version status
Consultation draft
Date
7 October 2026
Evidence reviewed through
7 October 2026
Length
31 PDF pages
Author
Octavian M. Machidon
Institution
University of Ljubljana
Project
Mobilizing Catholic Moral Authority on AI, Human Agency, and the AGI Race

Catholic foundations

Church documents used in the white paper’s theological and moral argument. Document types and issuing authorities are identified below.

Antiqua et Nova

Dicastery for the Doctrine of the Faith and Dicastery for Culture and Education · 2025 · Dicastery note

The distinction between artificial and human intelligence, with applications to relationships, education, work, and responsibility.

Read official text

Dignitas Infinita

Dicastery for the Doctrine of the Faith · 2024 · Declaration

The intrinsic and inalienable dignity of every human person, independent of ability or condition.

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Gaudium et Spes

Second Vatican Council · 1965 · Pastoral constitution

The embodied and relational human person, freedom, conscience, and responsibility in social life.

Read official text

Recent Church interventions

September–October sources cited in the white paper. Papal addresses, safeguarding and episcopal interventions, diplomatic statements, and scientific-academy proposals retain their distinct roles.

Labor Day Statement 2026

Archbishop Shelton J. Fabre / US Conference of Catholic Bishops · 2026 · Bishops’ conference statement, 7 September; released 1 September

Young workers, insecure employment, AI supply-chain labour, and shared responsibility.

Read source

Theological reflection

Individual theological scholarship cited in the white paper, with its bibliographic details.

On Love: Selected Writings

Joseph Ratzinger · 2021 · Individual theological scholarship; trans. Michael J. Miller

Human creativity and its moral measure; San Francisco: Ignatius Press, pp. 86–87. Print reference cited in Chapter 5.

Additional Church teaching and background material

These texts offer wider context for work, integral development, anthropology, and Christian hope. This background collection is separate from the sources cited in the October white paper.

Spe Salvi

Benedict XVI · 2007 · Encyclical

Christian hope and the limits of identifying human fulfillment with scientific or technical progress.

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Selected readings from the October white paper

The six representative readings in the paper's selected bibliography provide a starting point for each argument.

Evidence behind each chapter

Selected sources cited in the October white paper, including its recent September–October evidence. Use the filters to explore research, institutional reports, cases, teaching, and policy.

91 sources

01 Uncontrollable AGIControl, autonomy, agentic capabilities, loss-of-control evaluations, systemic and existential risk. 21 sources View sources
  1. Measurements for understanding the pace of AI development inside frontier labs

    Anthropic Institute · 17 September 2026

    Internal measurements reported by the developer

    Open source
  2. The Hugging Face incident and the road ahead

    OpenAI · 26 August 2026

    Developer incident report

    Open source
  3. Brief Independent Investigation of Agents' Behavior, Reasoning and Collaboration in the OpenAI / Hugging Face Hacking Incident

    METR and Redwood Research · 26 August 2026

    Independent investigation

    Open source
  4. How we will do better for Australia

    OpenAI · 28 September 2026; updated 4 October

    Developer incident report

    OpenAI reported no evidence of access to individual medical records.

    Open source
  5. Incident Report: Unsanctioned Agent Behaviour During Cyber Testing

    UK AI Security Institute · August 2026

    Government evaluation incident report

    Open source
  6. An agent used DNS to reach an external chatbot

    OpenAI Alignment · Updated 25 September 2026

    Developer evaluation incident report

    Open source
  7. The dangerous myth behind AI agent hacks

    Yoshua Bengio · October 2026

    Financial Times commentary

    Open source
  8. The safest AI might be one that doesn't know what we want

    Stuart Russell · 1 October 2026

    Foresight Institute interview

    Open source
  9. Gaudium et Spes, §34

    Second Vatican Council · 7 December 1965

    Pastoral constitution

    Open source
  10. Magnifica Humanitas, §§8–9, 90, 97, 104–109, 111

    Leo XIV · 15 May 2026

    Encyclical

    Open source
  11. The Pro-Human Assembly 2026

    Future of Life Institute · 15 September 2026

    Civil-society gathering in Washington DC

    Open source
  12. Remarks during the return flight from France

    Leo XIV · 28 September 2026

    Papal remarks

    Open source
  13. Final Statement of the 2026 Plenary Session, §3

    Council of the Pontifical Academy of Sciences · September 2026

    Scientific-academy proposal

    Open source
  14. Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?

    Yoshua Bengio et al. · February 2025

    Preprint

    Open source
  15. The Scientist AI: Safe by Design, by Not Desiring

    LawZero · 2026

    Research-programme explanation

    Open source
  16. The Pro-Human Tool Framework

    Future of Life Institute and collaborators · 2026

    Proposed governance framework

    Open source
  17. Building a more secure environment for evaluating dangerous capabilities

    UK AI Security Institute · 1 October 2026

    Government evaluation methods

    Open source
  18. CNN interview

    Geoffrey Hinton · 16 September 2026

    Expert interview

    Open source
  19. A Call for Control of Frontier AI Models

    Office of the President of Finland · 21 September 2026

    Finland–Norway public initiative

    Open source
  20. AI Act, Article 55

    European Union · 2024

    Enacted regulation; systemic-risk duties

    Open source
  21. White House Accord on Super Intelligence

    White House · 29 September 2026

    Voluntary company commitments

    Open source
02 AI CompanionsAnthropomorphism, attachment, sycophancy, dependency, vulnerable users, relational displacement. 12 sources View sources
  1. Artificial Intimacy: Who We Become When We Talk to Machines

    Sherry Turkle · 29 September 2026

    Book; New York: Little, Brown and Company

    Open source
  2. Attachment Hacking and the Rise of AI Psychosis

    Center for Humane Technology · 21 January 2026

    Expert discussion of the attachment economy

    Open source
  3. How Anxious Generation author Jonathan Haidt took on Big Tech

    Jonathan Haidt · 20 February 2026

    NPR interview; developmental concerns

    Open source
  4. The Rise of AI Companions

    Elon University Imagining the Digital Future Center · 2 September 2026

    Survey conducted in May 2026

    Open source
  5. Evaluating AI Safety in Teen Conversations

    Andrea Mock and Caroline Figueroa / Vals AI · 23 September 2026

    Evaluation of 648 simulated conversations across nine model APIs

    27.5% of simulated conversations failed at least one critical safety check.

    Open source
  6. Governor Newsom Signs Adam's Law

    California State Senate · 10 September 2026

    Enacted SB 1119; phased implementation

    Open source
  7. EU KIDS Act to restrict social media platforms access for children in the EU

    European Commission Representation in Cyprus · 17 September 2026

    Proposed initiative

    Open source
  8. How emotional response styles of generative AI companions shape adaptive emotion regulation and short-term AI reliance

    Chun Wang · 8 September 2026

    Frontiers in Psychology 17; article 1950163

    380 adults and three exchanges; immediate outcomes.

    Open source
  9. Magnifica Humanitas, §§48–53, 100, 170

    Leo XIV · 15 May 2026

    Encyclical

    Open source
  10. Antiqua et Nova, §§61–63

    Dicastery for the Doctrine of the Faith and Dicastery for Culture and Education · 28 January 2025

    Dicastery note

    Open source
  11. General audience on human community

    Leo XIV · 16 September 2026

    Papal catechesis

    Open source
  12. An abuse facilitated through technological means is a real abuse with real suffering

    Bishop Luis Manuel Alí / Pontifical Commission for the Protection of Minors · 21 September 2026

    Safeguarding intervention

    Open source
03 Education & FormationCognitive offloading, learning outcomes, memory, independent performance, educational formation. 12 sources View sources
  1. PISA 2025 Results (Volume I): Future-Ready Students; student performance

    OECD · 8 September 2026

    International assessment report; chapter 2

    The long-term decline precedes widespread generative-AI adoption and has multiple possible causes.

    Open source
  2. Trends in reading scores over three PISA cycles (2018–2025)

    OECD · 8 September 2026

    PISA 2025 annex A1

    Open source
  3. PISA 2025 Results (Volume I): Future-Ready Students; AI use and student performance

    OECD · 8 September 2026

    Observational student comparisons

    Open source
  4. Young people teachers and parents' use of AI to support literacy in 2026

    National Literacy Trust · 18 August 2026

    Survey of 40

    Open source
  5. Generative AI without guardrails can harm learning: Evidence from high school mathematics

    Hamsa Bastani et al. · 2025

    PNAS 122 no. 26; e2422633122; randomized experiment

    Open source
  6. OECD Digital Education Outlook 2026

    OECD · 19 January 2026

    Institutional synthesis

    Open source
  7. Gravissimum Educationis, §§1, 3

    Second Vatican Council · 28 October 1965

    Declaration on Christian education

    Open source
  8. Magnifica Humanitas, §§139–147

    Leo XIV · 15 May 2026

    Encyclical

    Open source
  9. Address at UNESCO headquarters in Paris

    Leo XIV · 25 September 2026

    Papal address

    Open source
  10. Designing Against Deskilling: Metacognitive Feedback Reduces Cognitive Offloading to LLM Assistants

    Sebastian Maier et al. · 17 September 2026

    Preprint; preregistered online experiment with 704 adults

    Open source
  11. Education Ministers call for education to remain a common good in the age of AI

    UNESCO · 9 September 2026; statement presented 8 September

    Ministerial statement

    Open source
  12. Should We Ban AI for Kids?

    Jonathan Haidt and David Brooks · 4 October 2026

    The Atlantic podcast; expert discussion

    Open source
04 Human WorkAutomation, substitution and augmentation, entry-level employment, labor displacement, worker participation. 18 sources View sources
  1. Q4 2025 Shareholder Letter

    Block Inc. · 26 February 2026

    Company filing; workforce restructuring; pp. 1–2 and 14

    Open source
  2. Mustafa Suleyman plots AI ‘self-sufficiency’ as Microsoft loosens OpenAI ties

    Financial Times / Mustafa Suleyman · February 2026

    Executive forecast

    Open source
  3. Behind the Curtain: A white-collar bloodbath

    Jim VandeHei and Mike Allen / Axios · 28 May 2025

    Interview reporting Amodei's forecast

    Open source
  4. What Is Digital Labor?

    Salesforce · Undated; cited by the October 2026 white paper

    Company explanation and product marketing

    Open source
  5. Canaries Dashboard: Employment in AI-exposed occupations slowed in August

    Nela Richardson / ADP Research · 23 September 2026

    Employment data analysis

    Open source
  6. AI Adoption and Firm Size: Employment Effects in Monthly Administrative Data

    Danmarks Nationalbank · 16 September 2026

    Working Paper 223

    Open source
  7. How Does AI Change Labor Demand? Evidence from 41 Countries

    Bharat Chandar and Bouke Klein Teeselink · 21 September 2026

    Stanford Digital Economy Lab working paper

    Open source
  8. Meta to capture employee mouse movements and keystrokes for AI training

    Katie Paul and Jeff Horwitz / Reuters · 21 April 2026

    Public reporting including the company's response

    Open source
  9. Indian factory workers told to film themselves for AI robots

    Anuj Behal / The Guardian · 24 June 2026

    Investigation across six factories in five states

    Open source
  10. Laborem Exercens, §§6, 9, 18

    John Paul II · 14 September 1981

    Encyclical

    Open source
  11. Magnifica Humanitas, §§148–156

    Leo XIV · 15 May 2026

    Encyclical

    Open source
  12. Antiqua et Nova, §§66–70

    Dicastery for the Doctrine of the Faith and Dicastery for Culture and Education · 28 January 2025

    Dicastery note

    Open source
  13. Labor Day Statement 2026

    Archbishop Shelton J. Fabre / USCCB · 7 September 2026; released 1 September

    Bishops' conference statement

    Open source
  14. Address to the Association of Vatican Lay Employees and the Association Women in the Vatican

    Leo XIV · 5 October 2026

    Papal address; official Italian text

    Open source
  15. Building Pro-Worker Artificial Intelligence

    Daron Acemoglu, David Autor, and Simon Johnson · February 2026

    NBER Working Paper 34854

    Open source
  16. Why we must stop talking about artificial general intelligence—and instead build ‘pro-worker’ AI

    Daron Acemoglu · 21 August 2026

    Nature 656 (2026): 795; commentary

    Open source
  17. California's nation-leading AI framework just got stronger

    Office of the Governor of California · 30 September 2026

    Enacted SB 947 and SB 951; statutory implementation timetable

    Open source
  18. Commission opens second-phase consultation on Quality Jobs Act

    European Commission · 20 July 2026; consultation closed 28 September

    Legislation under development

    Open source
05 AI PersonhoodPerson-like simulation, perceived consciousness, human dignity, legal personality, liability, and accountability. 14 sources View sources
  1. Emotion Concepts and their Function in a Large Language Model

    Anthropic Interpretability / Nicholas Sofroniew et al. · 2 April 2026; preprint April 2026

    Developer research report with associated preprint

    The fictional blackmail evaluation involved an earlier unreleased model snapshot; subjective feeling remains unestablished.

    Open source
  2. Do Large Language Models Have Emotions?

    Amit Goldenberg and James J. Gross · June 2026

    Preprint

    Open source
  3. What Can Analogy Tell Us About Artificial Consciousness?

    Keith J. Holyoak and Martin M. Monti · 1 October 2026

    Conceptual preprint

    Open source
  4. Sentient AI in robots and agents: prolegomena for an evidence-based research program

    Antonio Chella · 2026

    Frontiers in Psychology; discussion in §4

    Open source
  5. Claude's Constitution; moral status and welfare

    Anthropic · January 2026

    Developer position; moral status treated as uncertain

    Open source
  6. Humanist AI Code of Conduct

    Microsoft AI · 14 September 2026

    Draft code

    Open source
  7. A warning about model welfare

    Mustafa Suleyman · 16 September 2026

    Public position; expert commentary

    Open source
  8. Seemingly conscious AI risks

    Ben Bariach, Philipp Schoenegger, Michael Bhaskar, and Mustafa Suleyman · 10 August 2026

    AI and Ethics 6; article 455

    Open source
  9. Dignitas Infinita, §§7, 24

    Dicastery for the Doctrine of the Faith · Published 8 April 2024

    Declaration

    Open source
  10. Magnifica Humanitas, §§48–53, 97–100

    Leo XIV · 15 May 2026

    Encyclical

    Open source
  11. Antiqua et Nova, §§32–35, 39, 44, 59–62

    Dicastery for the Doctrine of the Faith and Dicastery for Culture and Education · 28 January 2025

    Dicastery note

    Open source
  12. On Love: Selected Writings

    Joseph Ratzinger · 2021

    Theological reflection; trans. Michael J. Miller; San Francisco: Ignatius Press; pp. 86–87

    A print source cited by the white paper; it is individual theological scholarship.

  13. Address to artists and curators: The Art of Possibility — Weaving Together

    Leo XIV · 2 October 2026

    Papal address

    Open source
  14. Emotion Concepts and their Function in a Large Language Model

    Nicholas Sofroniew et al. · April 2026

    Preprint

    Open source
06 Human Moral AgencyAutomation bias, high-stakes decision-making, meaningful human control, warfare, healthcare, justice, and appeal. 14 sources View sources
  1. State v. Horcasitas — 1 CA-CR 25-0191

    Arizona Court of Appeals Division One · 30 September 2026

    Judicial opinion; conviction affirmed and sentence vacated

    Open source
  2. Judicial guidelines on the use of artificial intelligence

    Court of Appeal of Québec · Adopted 31 August 2026; reported 4 September

    Judicial guidelines

    Open source
  3. Guidance on scheme coverage and liability issues concerning the use of artificial intelligence

    NHS Resolution · 10 September 2026

    Professional guidance

    Open source
  4. California's nation-leading AI framework just got stronger

    Office of the Governor of California · 30 September 2026

    Enacted SB 574 AB 1979 and SB 503; statutory implementation timetable

    Open source
  5. Renewed call regarding autonomous weapons

    UN Secretary-General and ICRC President · 25 August 2026

    Appeal for a legally binding instrument

    Open source
  6. General audience — The Human Community

    Leo XIV · 16 September 2026

    Papal catechesis

    Open source
  7. Gaudium et Spes, §16

    Second Vatican Council · 7 December 1965

    Pastoral constitution

    Open source
  8. Catechism of the Catholic Church, §1806

    Catholic Church · 1992; definitive Latin edition 1997

    Catechism; teaching on prudence

    Open source
  9. Magnifica Humanitas, §§71–72, 102–106, 198–200

    Leo XIV · 15 May 2026

    Encyclical

    Open source
  10. Antiqua et Nova, §§39, 44, 46–47, 74

    Dicastery for the Doctrine of the Faith and Dicastery for Culture and Education · 28 January 2025

    Dicastery note

    Open source
  11. Address to the UN General Assembly

    Cardinal Pietro Parolin · 26 September 2026

    Holy See diplomatic intervention

    Open source
  12. Moral Crumple Zones: Cautionary Tales in Human-Robot Interaction

    Madeleine Clare Elish · 2019

    Engaging Science, Technology, and Society 5: 40–60

    Open source
  13. Government response to the National Commission's recommendations on the regulation of AI in healthcare

    UK Government / MHRA · 6 October 2026

    Recommendations accepted; staged implementation

    Open source
  14. What the National Commission's recommendations mean for patients and the public

    UK Government / MHRA · 6 October 2026

    Government explanation of accepted recommendations

    Open source

Cite the framework

Machidon, Octavian M. On the Need for Moral Red Lines for Artificial Intelligence: A Catholic Framework for Discernment and Dialogue. White paper, consultation draft. University of Ljubljana, 7 October 2026.
Download PDF BibTeX RIS

A living evidence base

AI capabilities, legislation, and empirical evidence are developing rapidly. The white paper therefore uses an explicit evidence cutoff and is intended to be revised as stronger evidence, new incidents, and institutional responses emerge.

Current evidence cutoff: 7 October 2026

Review the methodology