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    Quem produz não pode verificar: um protocolo de verificação para IA jurídica

    Os reguladores de Londres, Abu Dhabi, Dubai e Doha dizem agora o mesmo: a IA não transfere a sua responsabilidade. Um protocolo em seis passos para verificar o trabalho da IA antes de sair do escritório.

    Stephane BoghossianStephane Boghossian|
    27 de outubro de 2026
    3 min de leitura
    Quem produz não pode verificar: um protocolo de verificação para IA jurídica

    Banks learned this decades ago. The person who books a trade doesn't approve it. Law firms are learning it again with AI.

    A model that drafts a memo cannot also be the proof that the memo is right. Asking the same tool "are you sure?" is not a check. It's a second draft.

    The short answer

    • Responsibility stays with the lawyer. The SRA says the use of AI "does not diminish or transfer your professional responsibilities." The Law Society's October 2026 note says AI is not a legal entity.
    • Courts are pricing the failure. In Arabyads v Alam, ADGM ordered AED 282,508 in wasted costs over unverified authorities. Qatar's QICDRC can refer lawyers to regulators.
    • Verification needs a separate path. Different person, different source, or a different method from the one that produced the output.

    What the regulators actually require

    Regulator or courtWhat it says about checkingSource
    SRA (England and Wales), 17 Aug 2026Be assured that all named case law authorities you submit are genuine. AI does not diminish or transfer your responsibilities.
    Law Society (England and Wales), Oct 2026AI is not a legal entity. Solicitors must keep the ability to carry out and scrutinise work without AI.
    DIFC Courts, PGN 2/2023Don't rely on AI content without first verifying its accuracy, and check the sources the tool relied on.
    ADGM Courts, *Arabyads v Alam*Failing to verify AI research was reckless and a breach of the Rules of Conduct.
    QICDRC (Qatar), PD 1/2026All citations must be checked against primary sources or recognised legal databases.

    Five bodies, three continents, one rule. Check against the primary source, and own the result.

    The six-step protocol

    1. Separate maker and checker

    The person who prompted the tool should not sign off alone. On small teams, at least rotate: whoever drafted with AI reviews someone else's AI-drafted work.

    2. Check every authority at the source

    Open the judgment, the law or the regulation itself. A summary from the same tool, or from another chatbot, is not a source. This is the one step every regulator in the table names.

    3. Check the pin cite, not just the case

    Fake cases get caught. Real cases cited for a point they don't make get through. Arabyads involved both: authorities that didn't exist, and others that didn't support the point.

    4. Ask the same question three times

    Run the key question again, in a fresh session, with different wording. If the answers disagree on the law, the number or the outcome, treat all of them as unverified. Consistency doesn't prove an answer right. Inconsistency proves you can't trust it yet.

    5. Check the Arabic against the Arabic

    For Gulf and Levant work, verify the Arabic text of the article you cite, and its current version after amendments. A correct English summary of an outdated Arabic article is still wrong.

    6. Keep a record of what you checked

    Log the tool, the task, the sources you opened and who verified them. In DIFC you may need to declare AI use. Anywhere, you may need to explain it. A record written only by the AI proves only that the AI wrote it.

    A one-page checklist

    Before any AI-assisted document leaves the firm:

    • [ ] A second person reviewed it, or the maker reviewed it against primary sources only
    • [ ] Every authority opened at the source
    • [ ] Every pin cite read in context
    • [ ] Key conclusions re-asked in a fresh session, with consistent answers
    • [ ] Arabic texts checked in Arabic, current version
    • [ ] Client consent on file for confidential inputs
    • [ ] Verification logged on the matter

    Where HAQQ Legal AI fits

    HAQQ Legal AI is designed to make step 2 faster. It cross-checks verified sources and shows where each answer came from, so you can open the source in one click. It speeds up checking. It doesn't replace the checker.

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    Frequently asked questions

    Can I use a second AI model to check the first?

    As a filter, yes. As proof, no. Disagreement between models is a useful warning. Agreement isn't verification, because both can draw on the same wrong summary.

    Do I have to tell the court I used AI?

    In DIFC, the guidance expects early declaration. In Qatar, only if the court asks. In onshore UAE and Saudi courts, there is no specific rule yet. See The Three AI Rulebooks a UAE Lawyer Works Under.

    What did the lawyers in Arabyads get wrong?

    They filed a defence relying on authorities that didn't exist or didn't support the point, without verifying the AI-assisted research.

    Does this slow us down?

    Steps 2 and 3 take minutes per authority. Arabyads cost AED 282,508.

    Sources and further reading

    • SRA, "Warning notice: misuse of AI", 17 August 2026
    • Artificial Lawyer, "'AI Is Not A Legal Entity' Says Law Society", 21 October 2026
    • Legal Cheek, "AI is no substitute for junior lawyers, Law Society warns", 22 October 2026
    • Oxford Institute of Technology and Justice, UAE AI Justice Atlas, March 2026
    • Matouk Bassiouny & Hennawy (counsel to the claimant), via Legal 500
    • Morgan Lewis, February 2026
    • QICDRC Practice Direction No. 1 of 2026, as analysed by HAQQ Legal AI
    • DIFC Courts, Practical Guidance Note No. 2 of 2023

    Escrito por

    Stephane Boghossian
    Stephane Boghossian

    Diretor de Crescimento

    Stephane lidera o crescimento na HAQQ e escreve a secção de IA e Legal Tech: benchmarks de modelos, comparações de ferramentas e a engenharia que faz a IA jurídica funcionar na prática.

    Todos os artigos deste autorLinkedIn

    Recursos relacionados

    AI hallucination cases trackerHow legal AI invents a citationOnshore, DIFC, ADGM: the three AI rulebooksAI Legal Research

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    Perguntas frequentes

    Can I use a second AI model to check the first?

    As a filter, yes. As proof, no. Disagreement between models is a useful warning. Agreement isn't verification, because both can draw on the same wrong summary.

    Do I have to tell the court I used AI?

    In DIFC, the guidance expects early declaration. In Qatar, only if the court asks. In onshore UAE and Saudi courts, there is no specific rule yet. See [The Three AI Rulebooks a UAE Lawyer Works Under](/blog/uae-ai-rules-for-lawyers-onshore-difc-adgm).

    What did the lawyers in Arabyads get wrong?

    They filed a defence relying on authorities that didn't exist or didn't support the point, without verifying the AI-assisted research.

    Does this slow us down?

    Steps 2 and 3 take minutes per authority. *Arabyads* cost AED 282,508.

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    3 min de leitura

    1. 01The short answer
    2. 02What the regulators actually require
    3. 03The six-step protocol
    4. 1. Separate maker and checker
    5. 2. Check every authority at the source
    6. 3. Check the pin cite, not just the case
    7. 4. Ask the same question three times
    8. 5. Check the Arabic against the Arabic
    9. 6. Keep a record of what you checked
    10. 04A one-page checklist
    11. 05Where HAQQ Legal AI fits
    12. 06Frequently asked questions
    13. Can I use a second AI model to check the first?
    14. Do I have to tell the court I used AI?
    15. What did the lawyers in Arabyads get wrong?
    16. Does this slow us down?
    17. 07Sources and further reading

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