About the Initiative

AIDuty.org is an independent standard-setting initiative spearheaded by Emad Ebaid. Bridging the disciplines of deep-tech AI engineering and formal governance, the initiative's primary mission is to translate abstract AI ethics into measurable, operational engineering standards.

By establishing a formal duty of care, we ensure that artificial intelligence systems are developed, deployed, and managed with structured accountability and verifiable safety practices.

Founding Memo (v1.3)

Establishing the Standard for the Duty of Care in Artificial Intelligence

1. Introduction

Artificial Intelligence is no longer an emerging technology—it is an active force shaping decisions, institutions, and societies. As AI becomes embedded in healthcare, financial systems, governance, and critical infrastructure, it is transitioning from a digital tool to a structural layer of human life.

The central question is no longer what AI can do. It is what AI must do—and the specific obligations that must be upheld by those who design, deploy, and control it.

AIDuty.org is founded on a singular premise: That Artificial Intelligence must be governed by a clear, measurable, and enforceable Duty of Care.

2. The Concept of AI Duty & Liability

AI Duty refers to the ethical, legal, and operational obligation to ensure AI systems remain safe, fair, and accountable. This duty is a necessary condition for the legitimate deployment of AI in society.

By defining the Duty of Care, AIDuty.org establishes a foundation for liability and risk allocation, enabling regulators, insurers, and organizations to assess, quantify, and manage the systemic impact of AI systems. Without this standard:

  • Harm can be scaled rapidly and invisibly.
  • Bias becomes embedded, systemic, and difficult to detect.
  • Responsibility is diffused, creating systemic accountability gaps.

The Principle: The more powerful the system, the greater the obligation to verify, control, and assume responsibility for its impact.

3. The Urgency of Standards

The shift from fragmented ethics to a coherent standard is driven by three realities:

  • Scale of Impact: AI influences outcomes that affect fundamental human rights and economic opportunities.
  • Accountability Gaps: Current governance lacks the mechanisms to assign clear responsibility for AI-driven failures.
  • Global Asymmetry: Current AI governance is often externally imposed. There is an urgent need for context-aware models that reflect diverse global realities.

4. The Three Normative Duties

AIDuty.org defines the duty of care through three foundational, verifiable obligations:

I. The Duty of Transparency

AI systems must produce verifiable and auditable outputs that enable independent assessment. Stakeholders must have the means to scrutinize the logic, data, and decision pathways underlying high-stakes automated decisions.

II. The Duty of Neutrality

AI systems must actively identify and mitigate algorithmic bias. Organizations have an obligation to implement fairness benchmarks to prevent discriminatory outcomes across diverse populations.

III. The Duty of Safety

AI systems must include robust safeguards to prevent systemic harm. This requires the integration of "Safety Circuit Breakers" and fail-safe protocols in systems operating within sensitive or high-risk environments.

5. Operational Model: From Definition to Compliance

AIDuty.org is a mission-driven initiative established to define and uphold these standards. We operate across three primary functions:

  • Definition: Developing the AIDuty Standard (ADS-2026)—a structured model for assessing duty-of-care compliance.
  • Assessment & Benchmarking: Tracking and documenting how AI systems perform against these standards in real-world applications.
  • Standardization: Supporting the adoption of certifications and indices that allow the industry to verify compliance.

AI Duty is designed to be interoperable with emerging regulatory frameworks and industry standards, ensuring a seamless path from ethical principle to technical compliance.

Adoption Incentive: For organizations and developers, adhering to AI Duty provides a pathway to market legitimacy and regulatory readiness, reducing uncertainty and friction in cross-border deployment.

6. Strategic Roadmap

AIDuty.org will evolve through a disciplined, phased approach:

  • Establishing Authority: Publishing the foundational ADS-2026 Framework.
  • Engagement of the Ecosystem: Launching assessment initiatives and collaborative transparency reports.
  • Enablement of Adoption: Providing the tools, audit templates, and certification models necessary for industry-wide integration.

7. A Context-Aware Global Perspective

AI Duty must not be a monolithic export. AIDuty.org promotes context-aware standards that reflect diverse legal, cultural, and societal realities. We ensure the duty of care in AI is shaped through global participation, particularly from regions underrepresented in current governance discussions.

8. Call to Participation

Building a global standard requires a coalition of expertise. We invite researchers, technology organizations, policymakers, and civil society to contribute to the development of the ADS-2026 framework.

9. Conclusion

Artificial Intelligence introduces a new class of systems that act and decide at scale. With this power comes a corresponding responsibility. AI Duty is the principle that defines that responsibility; AIDuty.org exists to ensure that this responsibility is defined, measured, and enforced.