Attorney at Work maps ethical AI adoption back to policy, training and verification

Attorney at Work’s 2Civility piece ties practical AI adoption to ABA Formal Opinion 512, state and court guidance, client confidentiality, fee reasonableness and output validation. For midsized firms, the governance baseline is clear: write the policy, train the lawyers, keep humans accountable and make verification part of the workflow.