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AI in law can assist research, document review, drafting, discovery, and matter organization.
Legal work requires competent judgment, confidentiality, accurate citations, and responsibility to clients and tribunals. A generated legal paragraph is a draft that needs verification, not an authority.
Define the task and legal jurisdiction. Finding potentially relevant cases, summarizing a supplied record, and giving advice to a client have different risk profiles. Check the date and status of every authority and distinguish quoted text from generated language. Protect confidential and privileged information. Understand where prompts, documents, embeddings, and outputs are processed and retained. A tool’s general privacy statement may not answer the professional obligations of a specific matter. Use the least data and access needed for the task. The ABA’s Formal Opinion 512 emphasizes competence, confidentiality, communication, supervision, candor, and reasonable fees when lawyers use generative AI. Apply those duties to the actual workflow and jurisdiction. Automated research should preserve links and passages so a lawyer can inspect the basis of a conclusion. Keep a human attorney responsible for filings, advice, and communications. Test for invented authorities, omitted qualifications, and incorrect procedural dates before relying on any output.
04Worked example
Imagine a draft cites a case with a convincing title and quotation.
Search the official court or legal database and verify the case, passage, date, and jurisdiction.
If it cannot be found, remove the citation and investigate the underlying proposition independently.
What it shows
The constructed review treats a citation as evidence that must exist, not as decoration.
El contexto de la industria determina si las ideas de IA sobreviven al contacto con la realidad.
Las restricciones de dominio influyen en las tasas de error aceptables y en los modelos de supervisión.
Las implementaciones exitosas alinean la capacidad técnica con los flujos de trabajo de primera línea.
Ask a system to extract authorities from a supplied brief, then open and verify each citation.
Use a review checklist for confidentiality, jurisdiction, and filing deadlines.
Los requisitos reglamentarios pueden invalidar prototipos que de otro modo serían sólidos.
Los datos históricos pueden codificar sesgos que perjudican a comunidades específicas.
Los sistemas heredados pueden crear cuellos de botella en la integración y costos ocultos.
Involucrar a expertos en el campo desde la formulación del problema hasta la evaluación.
Diseñar pistas de auditoría y documentación antes del lanzamiento.
Valide anticipadamente las obligaciones de cumplimiento y seguridad.
Implementación en fases con criterios claros de parada y reversión.
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AI assistance does not remove professional duties. The responsible lawyer must review accuracy, confidentiality, and applicable ethical obligations.
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IA en la aplicación de la ley y la vigilancia
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