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During the gold rush, the phrase "selling shovels" or "picks and shovels" emerged to describe the idea that?those who supplied the tools and infrastructure for gold mining often made more money than those who dug for gold. Legal AI is no different. One of the hottest categories in #legaltech right now is ???? ????????????????????: solutions that exist to make it easier for law firms and legal departments to safely, reliably, ethically, and responsibly deploy generative AI tools. Some of the areas they support: ?? Evaluating models, so you know which ones work best and can swap them out accordingly ?? Model selection, providing you with the ability to assess the best model for a specific purpose by comparing outputs ?? Reliable deployment, by providing you with the ability to minimize and fix hallucinations ?? Calculating bias in a model so you can adjust for it and deploy ethically ?? Managing confidentiality and privilege ?? AI governance, providing you with audit trails and the ability to send alerts to users when they risk breaching regulatory or policy obligations ?? Managing client terms so your users can use your organization's AI tool without worrying they will breach any restrictions on use These are critical areas for law firms and legal organizations and we at Legaltech Hub expect this area to grow in prominence. Read my full article on the picks and shovels of legal AI below. #AI #law #artificialintelligence Vals AI Lega Truth Systems Root Signals AI & Partners Newcode.ai LawDroid - Generative AI Legal Technology Jylo Luminos.AI