AI risks on platforms: the DSA puts evidence at the heart of scrutiny
Following the European roundtable of 23 September 2026, how can AI risks on large platforms be assessed? The role of researchers and the limits of regulatory scrutiny.
Legal perspectives and practical approaches for lawyers, firms and their clients.
A publication by Mashaah LLC40 articles

The digital dialogue held on 1 October 2026 covers AI safety and regulation. Its announcement creates no exemption or automatic recognition.
Read articleFollowing the European roundtable of 23 September 2026, how can AI risks on large platforms be assessed? The role of researchers and the limits of regulatory scrutiny.
Signed on 30 September 2026, SB574 addresses citations, confidential information and human judgment. What will change in California, and what can a Belgian law firm learn?
Already paid, a broken meter or a displayed parking disc? Learn how to organise evidence and prepare two letters with the new AILawyer parking tool.
FPS Employment guidance on contracts starting from 1 August 2026 shows why an old reference table may no longer be enough.
The European timetable has changed. Firms need to identify their actual uses and the obligations relevant to them.
Practical applications for lighter preparation, more focused review and more time for advice.
People may understand their problem without knowing how to explain it. AI can help prepare an account and organise documents before professional advice.
The brochure published in April provides a starting point for client discussions and for organising a firm’s own use of AI.
Translating a sentence is not enough to preserve its legal meaning. A Belgian firm can still gain practical value from carefully organised multilingual preparation.
A clear file makes it easier to ask useful questions about notice, repairs or a deposit. Here is a practical approach for Belgium.
A trial involving a few defined tasks can teach more than a broad productivity promise. Here is a concrete protocol without invented performance figures.
A moved clause or a short new exception can matter more than a rewritten page. A useful comparison makes substantive changes visible.
Documents, the customer’s status and previous reminders shape the next step. Small businesses can organise this preparation more effectively.
AI can help compare decisions. First, establish that the right judgment is available and has actually been read.
A chronology and open questions can support preparation. A drafting tool does not thereby become a mediator.
Understandable information, useful tools and a clear place for the lawyer's work.
Preparing files, comparing documents and making more time for clients: useful applications that keep the lawyer in charge of the analysis.
Understanding concepts, preparing questions and using practical tools with a clear view of their purpose.
The useful questions concern sources, errors and the ability to recognise missing information.
A gradual rollout helps identify suitable uses and see what genuinely improves the work.
A well-prepared question can help you understand a Belgian legal issue and organise the next steps.
Organising facts and preparing questions can make a first appointment far more useful.
Useful information makes limitations understandable at the moment a person needs them.
Calculators and guides can support case preparation when assumptions are clear and results are read in context.
An urgent tax text needs independent verification, even when it looks convincing.
A practical way to verify citations before they enter a note or court submission.
Languages, legal systems and professional practice: what internationalisation requires and where Mashaah LLC fits into that work.
Choosing a tool starts with a simple question: what information will leave the firm's environment?
Artificial intelligence does not simply integrate into the legal system; it reshapes its foundations. Discover how AI transforms the role of the lawyer and access to law.
Discover Juribot, the conversational chatbot for Belgian law designed to popularize legal concepts and help users better understand their rights simply.
The law is a living subject. Artificial Intelligence even more so. Recently, a press article examined our platform with a caution tinged with skepticism.
The debate around artificial intelligence in the legal sector is intensifying. As technologies advance, they raise hope, caution, and legitimate questions.
The article published by RTBF about AILawyer presents itself as cautious. But caution must not become a cover for an incomplete reading. Here is our response.
RTBF recently dedicated an article to AILawyer and our virtual legal assistants Emma, Thomas, and Arthur. An opportunity to recall our mission and the importance of using these tools wisely.
Following recent concerns regarding the use of artificial intelligence in the legal field, Ailawyer wishes to provide clarification to avoid any confusion about the nature and scope of its tool.
A recent judicial decision reported in the Belgian media has drawn attention to the use of artificial intelligence in the context of legal proceedings...
A new version of the Ailawyer site will be online in April. This will be the most important evolution since the launch of the site, marked by a technical overhaul, the integration of new components and the gradual deployment of a large library of practical tools for the general public.
For many citizens, the law remains a difficult universe to grasp. The emergence of digital tools based on artificial intelligence opens up new possibilities for making legal information more accessible.
Every year, thousands of Belgian citizens receive fraudulent emails or SMS messages claiming to come from the FPS Finance. These messages have a simple goal: to push you to click or pay.