Evidence, systems and practical fluency for AI-native legal work.https://mallick.tech/en-GBhttps://mallick.tech/insights/a-first-draft-from-your-own-precedents/https://mallick.tech/insights/a-first-draft-from-your-own-precedents/Getting a usable first pass out of your own precedent bank rather than the model's training data — and the instruction structure that makes it repeatable.Sat, 08 Aug 2026 00:00:00 GMTDraftingHassaan Mallickhttps://mallick.tech/insights/checking-citations-before-you-rely-on-them/https://mallick.tech/insights/checking-citations-before-you-rely-on-them/A verification pass you run on any AI-assisted research output, in about twenty minutes, that catches the three ways citations go wrong.Sat, 08 Aug 2026 00:00:00 GMTResearchHassaan Mallickhttps://mallick.tech/insights/extracting-the-same-fields-across-a-document-set/https://mallick.tech/insights/extracting-the-same-fields-across-a-document-set/Pulling consistent, checkable data out of fifty agreements — and building the small answer key that tells you whether it worked.Sat, 08 Aug 2026 00:00:00 GMTReviewHassaan Mallickhttps://mallick.tech/insights/lawyers-are-already-prompt-engineers/https://mallick.tech/insights/lawyers-are-already-prompt-engineers/They call it drafting. Specifying behaviour unambiguously, for a reader who will exploit any gap, is the same discipline — which means the starting point is further along than most training assumes.Sat, 08 Aug 2026 00:00:00 GMTPeople & skillsHassaan Mallickhttps://mallick.tech/insights/pilots-die-quietly/https://mallick.tech/insights/pilots-die-quietly/Nobody cancels a failed AI pilot. The licences renew, the champion moves practice group, and the usage report stops being circulated.Sat, 08 Aug 2026 00:00:00 GMTStrategy & economicsHassaan Mallickhttps://mallick.tech/insights/whose-tenancy/https://mallick.tech/insights/whose-tenancy/It is whose tenancy the data sits in. Every decision worth making about legal AI is downstream of that one, and most procurement processes ask it last.Sat, 08 Aug 2026 00:00:00 GMTInfrastructure & dataHassaan Mallick