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Dispute work, in practice
Notes on confidentiality, AI risk, and the day-to-day mechanics of preparing dispute and case reports — written for the people who actually do the reading.
General AI vs. Legal-Specific AI: Why Structure and Consistency Matter for Case Analysis
Ask a general model to summarise a submission twice and you get two different documents. That is fine for a briefing note and disqualifying for a case report.
Read the postBilingual Legal Documentation in the GCC: Challenges and Best Practices
A single GCC dispute can run in Arabic before an onshore court and in English before a tribunal, off the same documents. Most of the avoidable errors happen at that seam.
Read the postAttorney-Client Privilege and AI Tools: What Every Legal Professional Should Know
Most of the anxiety about AI and privilege is aimed at the wrong target. In this region the binding constraint usually is not privilege at all — and where privilege does apply, the risk is waiver by disclosure.
Read the postAI Hallucinations in Legal Work: What an ADGM Costs Order Should Teach Every Firm
In December 2025 an ADGM court ordered a law firm to pay AED 282,508 in costs after its pleadings cited authorities that did not exist, or did not say what the pleadings claimed. The mechanism behind that is worth understanding precisely.
Read the post5 Ways Paralegals Can Cut Case File Review Time Without Cutting Corners
Speed in file review comes from doing fewer passes over the same pages, not from reading faster. Five techniques that hold up when the file is 4,000 pages.
Read the postHow to Structure a Legal Case Report: A Step-by-Step Framework
Most case reports are rewritten not because the analysis was wrong, but because the structure was decided while writing. Here is a framework that settles it beforehand.
Read the postWhy Pasting Case Files Into ChatGPT Could Violate Client Confidentiality
A general-purpose chatbot is a third party. The moment a client document goes into one, you have made a disclosure decision — whether or not you thought of it that way.
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