AI Agents in Law: What Lawyers Need to Know About Supervision and Ethics

AI agents are shifting the landscape of legal practice by moving from passive chatbots to autonomous systems capable of executing complex, multi-step tasks. While consumer-grade agents like "Instinct" demonstrate the potential for personal productivity—such as managing home repairs or scheduling—professional adoption remains in the early stages. The emergence of specialized tools like JEV, which provides bounded, high-confidence, and auditable answers, offers a critical "System 1" layer for legal workflows. Lawyers must adapt their management strategies, treating agents like junior associates by providing clear instructions and implementing necessary guardrails. As these tools integrate into legal practice, the profession faces an expanding duty of competence, requiring a deeper understanding of agentic capabilities, cybersecurity risks, and the ethical necessity of maintaining human oversight over autonomous decision-making processes.