EMERGE
Ethics
Toolkit

Research findings on the ethics of aware and collective AI — made accessible.

01 — Wiki
Ethics Wiki
Structured findings on trust, benevolence, ethical resilience, and collective AI risks. Every claim traced to a named source.
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02 — Checklist
Stakeholder Checklist
Ethics self-assessment for regulators, developers, researchers, and product users. Grounded in EMERGE findings.
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03 — Bot
Ethics Bot
Ask questions in natural language. Draws from the EMERGE corpus only — always named sources, no legal advice.
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EMERGE D1.1 · D1.2 · D1.3
Collaborative Awareness
Placeholder — fill in content from D1.1, D1.2, D1.3
Sources: D1.1 · D1.2 · D1.3
EMERGE D2.4 · Vereschak et al.
Trust in Human–AI Systems
Placeholder — fill in content from D2.4
Sources: EMERGE D2.4 · Vereschak et al.
EMERGE D2.4 · Vallor & Vierkant 2024
Benevolence & Alignment
Placeholder — fill in content from D2.4
Sources: EMERGE D2.4 · Vallor & Vierkant (2024)
EMERGE D2.5
Ethical Resilience
Placeholder — fill in content from D2.5
Sources: EMERGE D2.5
EMERGE D2.2 · D2.3
Risks of Aware AI
Placeholder — fill in content from D2.2, D2.3
Sources: EMERGE D2.2 · D2.3
EMERGE D2.4 · Lange et al. 2025
Explainability
Placeholder — fill in content from D2.4 Section 4
Sources: EMERGE D2.4 · Lange et al. (2025)
EMERGE D2.3 · D2.5
Responsibility Gaps
Placeholder — fill in content from D2.3, D2.5
Sources: EMERGE D2.3 · D2.5 · Nyholm (2023)
HLEG · Jobin et al. 2019 · Hagendorff 2022 · Correa et al. 2023
AI Ethics Guidelines Landscape
Placeholder — fill in synthesis from Jobin, Hagendorff, Correa, HLEG
Sources: Jobin et al. (2019) · Hagendorff (2022) · Correa et al. (2023) · HLEG
OJ L 2024/1689
EU AI Act
Placeholder — fill in key provisions
Source: EU AI Act · OJ L 2024/1689

Select your role to load a checklist of ethics considerations grounded in EMERGE research findings.

Select your role above to load your checklist.
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What would you like to know?
Regulator questions
What does the EU AI Act say about high-risk systems?
How do existing guidelines address collective AI systems?
What oversight mechanisms does the HLEG recommend?
How should regulators handle responsibility gaps in AI collectives?
Developer questions
What does appropriate trust mean when designing AI systems?
When do explanations increase vs. undermine trust?
What ethical risks do collective AI systems pose?
How should developers handle the concept of machine awareness?
Researcher questions
What is collaborative awareness in AI?
How does EMERGE define ethical resilience?
What does Hagendorff (2022) argue about AI ethics guidelines?
What did Jobin et al. (2019) find about convergence in AI ethics?
Product user questions
What makes an AI system trustworthy?
What rights do I have when interacting with AI systems?
How can I tell if an AI system is being transparent with me?
What does the EU AI Act mean for me as a user?