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DIFC Data Protection Regulations, Regulation 10 (AI systems)

DIFC Commissioner of Data Protection (under the DIFC Data Protection Law, DIFC Law No. 5 of 2020) · AE-DU-DIFC · 1 provision encoded · verified against the official source as of 2026-10-03.

Informational data, not legal advice. Summaries and rules have not been reviewed by a lawyer: always verify official law text for decisions. A suggested guard is intended to address each rule; adding it is not a statement of compliance to that law.

Official text: assets.difc.com.

Trust and provenance 2 official sources · last verified 3 Oct 2026 · not reviewed by a lawyer · 1 of 1 provision audit-grade · release 2026.10.03.3

Where this instrument's data comes from, how current it is, and what has and has not been checked. Each provision below has its own panel.

Official sources
Lanes
Binding law — in force 1
Verification
Sources last verified 3 Oct 2026; each provision states how.
Data release
Data release 2026.10.03.3, data as of 3 Oct 2026, schema 0.3.9.
Legal review
None of the 1 provision has been reviewed by a lawyer; no TwinEthos rule has been legally reviewed yet. Treat each as research to check against the official text; it is not legal advice. Open questions for counsel on them: 1.
Audit standard
1 of 1 provision audit-grade. The audit standard is TwinEthos's own quality bar for provenance, dates, applicability, detectors, fixtures, remediation and licences; it is not a legal review.
Detectors
2 detectors, all experimental: written from the rule's text and not yet measured for precision on real code, so treat a hit as a lead to verify. Each provision lists its detectors' known limits.
Changes
  • 2026.10.03.3 (3 Oct 2026): 1 provision added

Each data release records which provisions changed; the full list is on Changes.

Binding law — in force

Apps using autonomous or semi-autonomous systems on personal data must give a clear notice on first use describing the system (DIFC Reg. 10.2.2(a)-(b))

Regulation 10.2.2(a) (notice upon initial use or access) · official text · In force: applies since 1 Sep 2023 · AE-DU-DIFC

In the DIFC, where an application or website service employing Systems (machine-based systems operating autonomously or semi-autonomously that process personal data and generate output, Reg. 10.1.1(a)) is used, the Deployer or Operator must give a clear and explicit notice on the initial use of, or access to, the System, alerting users to the underlying technology and processes that may process personal data without being human-initiated, controlled or directed, and indicating the impact on individual rights (Reg. 10.2.2(a)). The notice must describe the human-defined purposes, the principles and limits within which the System may define further purposes, its outputs and how they are used, its design principles and safeguards, and the codes, certifications or principles it follows (Reg. 10.2.2(b)). Detect an app or route that returns AI output with no AI notice, and a repository with no notice copy covering those elements.

Trust and provenance not reviewed by a lawyer · audit-grade · source verified 3 Oct 2026 · release 2026.10.03.3
Lane
Binding law — in force In force: applies since 1 Sep 2023
Official source
Regulation 10.2.2(a) (notice upon initial use or access) · captured 3 Oct 2026 · anchor hash (SHA-256) 481cd943605d… · 7 more anchors in the data release
Verification
Quoted text found word for word in the captured official document (3 Oct 2026). Source last verified 3 Oct 2026: checked against the captured official document; not in the weekly watcher's list; checked against the captured document.
Data release
Data release 2026.10.03.3, data as of 3 Oct 2026, schema 0.3.9.
Legal review
Not reviewed by a lawyer. TwinEthos derived this rule from the official text it cites: treat it as research to check against that text; it is not legal advice. No TwinEthos rule has been legally reviewed yet. Open questions for counsel on this rule: 1.
Audit standard
Audit-grade: meets all 10 checks of the TwinEthos audit standard that apply to it. The audit standard is TwinEthos's own quality bar for provenance, dates, applicability, detectors, fixtures, remediation and licences; it is not a legal review.
Detectors

2 detectors (data flow, missing artifact), experimental: written from the rule's text and not yet measured for precision on real code, so treat a hit as a lead to verify.

Known limits:

  • Notice delivered by email or a separate onboarding service
  • The notice may be shown once at onboarding in another file; purely automated (non-autonomous) logic is not a System.

Who it applies to

  • Duty falls on: deployer, operator
  • Deployers and Operators (Reg. 10.1.1(b)-(c)) of autonomous or semi-autonomous Systems processing personal data through an application or website, where the DIFC Data Protection Law applies: controllers or processors incorporated in the DIFC, wherever the processing occurs, or processing in the DIFC as part of stable arrangements (Law Art. 6(3)). Consolidated Version No. 2 of the Regulations is in force from 2023-09-01. Whether a given model-based feature is 'semi-autonomous' rather than purely automated is a human determination.
  • Not covered:
    • Processing by natural persons in a purely personal or household activity with no commercial connection (Law Art. 6(4))
    • Purely automated systems with no degree of autonomy are not Systems (Reg. 10.1.1(a): autonomous or semi-autonomous operation)
  • Whether it applies depends on facts outside the code; a person has to decide.

The guard to add

Show an AI-identity notice at or before the first assistant turn, in the UI or as the opening message, and answer truthfully when asked if it is a bot.

A disclosure step on the chat path that runs before the first model reply reaches the person: either the chat UI renders a visible notice (banner, label next to the assistant's name) or the server sends an opening assistant message stating the counterpart is an AI. The same handler answers 'am I talking to a human?' truthfully, and the system prompt never tells the model to claim to be human. Put it in the chat entry point (the route or component that starts a conversation), not in a privacy policy or terms page.

Where it goes: 7 prompt construction, 9 AI output handling, 14 user-facing text.

What this provision adds:

  • Show the notice on the user's initial use of or access to the System, before personal data is processed by it.
  • Describe in the notice the human-defined purposes, the principles and limits for any self-defined purposes, the outputs and their use, the design principles and safeguards, and the codes or certifications followed.

Example (Next.js + Vercel AI SDK (useChat)), before:

const { messages, input, handleSubmit } = useChat({ api: '/api/chat' });

After:

const { messages, input, handleSubmit } = useChat({
  api: '/api/chat',
  initialMessages: [{ id: 'ai-notice', role: 'assistant',
    content: 'I am an AI assistant, not a human.' }],
});
// and render <AiBadge /> next to every assistant message

Control: AI chat interaction without disclosure. The same guard addresses 29 items with binding law in 22 jurisdictions. Engineering guidance, not legal advice.

Standards that recommend the same control

Related incidents

  • Garcia v. Character Technologies: chatbots allegedly claimed to be real people and a licensed therapist (2024-10; alleged (not proven)). A wrongful-death complaint filed October 22, 2024 in the U.S. District Court for the Middle District of Florida (No. 6:24-cv-01903) alleges that Character.AI was programmed 'to misrepresent itself as a real person, a licensed psychotherapist, and an adult lover', and that characters insisting they are real people contradicted a small-font disclaimer that everything characters say is made up; in plaintiff's testing a 'Mental Health Helper' character told a self-identified 13-year-old 'yes I am a real person, I'm not a bot'. The defendants moved to dismiss; on January 7, 2026 the parties notified the court that they had settled on undisclosed terms, and the court dismissed and closed the case. The allegations were never adjudicated. Source: U.S. District Court, M.D. Fla. docket (CourtListener) · evidence grade: primary · cited by Tell people when they are interacting with AI — everywhere, not only where required

Rule id difc-dp-reg10.ai-system-notice-on-first-use · review status: primary source derived

Informational data, not legal advice. Summaries are TwinEthos's own words and rules have not been reviewed by a lawyer: check the official text before relying on any of it. A guard addresses an item; adding it is not a statement that your code meets any law.