AI professional-negligence risk raises the supervision load, not just productivity upside

Legal Futures argues that careless AI use can fall below the standard of reasonable skill and care, while future non-use may also become relevant as tools mature. The wellbeing angle is that AI does not remove accountability; it can add verification, documentation, client-transparency and supervision pressure unless firms create defensible-use workflows.