Will AI replace Registered Nurses?
Most of the work in Registered Nurses still leans on things AI struggles with — research rates its theoretical AI reach at only ~33%, and real-world use lower still.
The Human Moat
Work that's hard for AI to cross — for now.
O*NET-SOC 29-1141
How your 117 core tasks split
9 AI can do this now
72 AI speeds this up
36 Still on you
AI could do · GPT-4 study
33%
27-pt gap
AI actually does · 2026 report
6%
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a relatively low share of this job's tasks (~33%). By late 2025, real-world AI use had reached about 6% of its task activity (still rare). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
Stableconfidence
The signals here line up
Theoretical reach (~33%), real-world use (~6%) and the task-level picture mostly agree — so this read is more reliable than for jobs where the signals contradict each other. Even so, AI-risk estimates shift by model (a 2026 study saw the "high-risk" share swing 2.7%–51.5%), so treat these as directional, not destiny.
See all 117 tasks, ratedBased on real task-level AI scores — click to collapse
AI can already do this9 of 117
- Maintain accurate, detailed reports and records.
- Document data related to patients' care, including assessment results, interventions, medications, patient responses, or treatment changes.
- Document patients' medical and psychological histories, physical assessment results, diagnoses, treatment plans, prescriptions, or outcomes.
- Participate in activities aimed at professional growth and development, including conferences or continuing education activities.
- Document patients' medical histories and assessment findings.
- Document patients' treatment plans, interventions, outcomes, or plan revisions.
- Participate in professional organizations and continuing education to improve practice knowledge and skills.
- Prepare reports to document patients' care activities.
- Write nursing orders.
AI speeds this up72 of 117
- Record patients' medical information and vital signs.
- Monitor, record, and report symptoms or changes in patients' conditions.
- Consult and coordinate with healthcare team members to assess, plan, implement, or evaluate patient care plans.
- Monitor all aspects of patient care, including diet and physical activity.
- Instruct individuals, families, or other groups on topics such as health education, disease prevention, or childbirth and develop health improvement programs.
- Modify patient treatment plans as indicated by patients' responses and conditions.
- Assess the needs of individuals, families, or communities, including assessment of individuals' home or work environments, to identify potential health or safety problems.
- Work with individuals, groups, or families to plan or implement programs designed to improve the overall health of communities.
- Diagnose acute or chronic conditions that could result in rapid physiological deterioration or life-threatening instability.
- Assess the impact of illnesses or injuries on patients' health, function, growth, development, nutrition, sleep, rest, quality of life, or family, social and educational relationships.
- Interpret information obtained from electrocardiograms (EKGs) or radiographs (x-rays).
- Collaborate with patients to plan for future health care needs or to coordinate transitions and referrals.
- Refer patients for specialty consultations or treatments.
- Distinguish between normal and abnormal developmental and age-related physiological and behavioral changes in acute, critical, and chronic illness.
- Collaborate with members of multidisciplinary health care teams to plan, manage, or assess patient treatments.
- Perform administrative duties that facilitate admission, transfer, or discharge of patients.
- Provide formal and informal education to other staff members.
- Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in acute care.
- Participate in the development of practice protocols.
- Monitor patients' medication usage and results.
- Diagnose psychiatric disorders and mental health conditions.
- Evaluate patients' behavior to formulate diagnoses or assess treatments.
- Distinguish between physiologically- and psychologically-based disorders, and diagnose appropriately.
- Assess patients' mental and physical status, based on the presenting symptoms and complaints.
- Educate patients and family members about mental health and medical conditions, preventive health measures, medications, or treatment plans.
- Write prescriptions for psychotropic medications as allowed by state regulations and collaborative practice agreements.
- Develop and implement treatment plans.
- Interpret diagnostic or laboratory tests, such as electrocardiograms (EKGs) and renal functioning tests.
- Consult with psychiatrists or other professionals when unusual or complex cases are encountered.
- Participate in treatment team conferences regarding diagnosis or treatment of difficult cases.
- Develop practice protocols for mental health problems, based on review and evaluation of published research.
- Refer patients requiring more specialized or complex treatment to psychiatrists, primary care physicians, or other medical specialists.
- Develop, implement, or evaluate programs such as outreach activities, community mental health programs, and crisis situation response activities.
- Teach classes in mental health topics, such as stress reduction.
- Monitor the use and status of medical and pharmaceutical supplies.
- Evaluate patients' vital signs or laboratory data to determine emergency intervention needs.
- Monitor patients for changes in status and indications of conditions such as sepsis or shock and institute appropriate interventions.
- Prioritize nursing care for assigned critically ill patients, based on assessment data or identified needs.
- Compile and analyze data obtained from monitoring or diagnostic tests.
- Conduct pulmonary assessments to identify abnormal respiratory patterns or breathing sounds that indicate problems.
- Assess patients' pain levels or sedation requirements.
- Collaborate with other health care professionals to develop and revise treatment plans, based on identified needs and assessment data.
- Supervise and monitor unit nursing staff.
- Identify patients at risk of complications due to nutritional status.
- Assess patients' psychosocial status and needs, including areas such as sleep patterns, anxiety, grief, anger, and support systems.
- Identify patients' age-specific needs and alter care plans as necessary to meet those needs.
- Participate in the development, review, or evaluation of nursing practice protocols.
- Coordinate patient care conferences.
- Plan, provide, or evaluate educational programs for nursing staff, interdisciplinary health care team members, or community members.
- Evaluate the quality and effectiveness of nursing practice or organizational systems.
- Develop and maintain departmental policies, procedures, objectives, or patient care standards, based on evidence-based practice guidelines or expert opinion.
- Develop nursing service philosophies, goals, policies, priorities, or procedures.
- Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in nursing.
- Instruct nursing staff in areas such as the assessment, development, implementation, and evaluation of disability, illness, management, technology, or resources.
- Provide consultation to other health care providers in areas such as patient discharge, patient care, or clinical procedures.
- Develop, implement, or evaluate standards of nursing practice in specialty area, such as pediatrics, acute care, and geriatrics.
- Maintain departmental policies, procedures, objectives, or infection control standards.
- Make clinical recommendations to physicians, other health care providers, insurance companies, patients, or health care organizations.
- Develop or assist others in development of care and treatment plans.
- Plan, evaluate, or modify treatment programs, based on information gathered by observing and interviewing patients or by analyzing patient records.
- Monitor or evaluate medical conditions of patients in collaboration with other health care professionals.
- Design evaluation programs regarding the quality and effectiveness of nursing practice or organizational systems.
- Observe, interview, and assess patients to identify care needs.
- Lead nursing department implementation of, or compliance with, regulatory or accreditation processes.
- Present clients with information required to make informed health care and treatment decisions.
- Participate in clinical research projects, such as by reviewing protocols, reviewing patient records, monitoring compliance, and meeting with regulatory authorities.
- Chair nursing departments or committees.
- Design patient education programs that include information required to make informed health care and treatment decisions.
- Provide direct care by performing comprehensive health assessments, developing differential diagnoses, conducting specialized tests, or prescribing medications or treatments.
- Identify training needs or conduct training sessions for nursing students or medical staff.
- Perform discharge planning for patients.
- Teach patient education programs that include information required to make informed health care and treatment decisions.
Still on you36 of 117
- Administer medications to patients and monitor patients for reactions or side effects.
- Provide health care, first aid, immunizations, or assistance in convalescence or rehabilitation in locations such as schools, hospitals, or industry.
- Direct or supervise less-skilled nursing or healthcare personnel or supervise a particular unit.
- Conduct specified laboratory tests.
- Observe nurses and visit patients to ensure proper nursing care.
- Prepare patients for and assist with examinations or treatments.
- Perform emergency medical procedures, such as basic cardiac life support (BLS), advanced cardiac life support (ACLS), and other condition-stabilizing interventions.
- Manage patients' pain relief and sedation by providing pharmacologic and non-pharmacologic interventions, monitoring patients' responses, and changing care plans accordingly.
- Administer blood and blood product transfusions or intravenous infusions, monitoring patients for adverse reactions.
- Assess urgent and emergent health conditions, using both physiologically and technologically derived data.
- Obtain specimens or samples for laboratory work.
- Set up, operate, or monitor invasive equipment and devices, such as colostomy or tracheotomy equipment, mechanical ventilators, catheters, gastrointestinal tubes, and central lines.
- Discuss illnesses and treatments with patients and family members.
- Assess the needs of patients' family members or caregivers.
- Treat wounds or superficial lacerations.
- Participate in patients' care meetings and conferences.
- Collaborate with interdisciplinary team members, including psychiatrists, psychologists, or nursing staff, to develop, implement, or evaluate treatment plans.
- Conduct individual, group, or family psychotherapy for those with chronic or acute mental disorders.
- Administer medications, including those administered by injection.
- Administer medications intravenously, by injection, orally, through gastric tubes, or by other methods.
- Monitor patients' fluid intake and output to detect emerging problems, such as fluid and electrolyte imbalances.
- Collect specimens for laboratory tests.
- Set up and monitor medical equipment and devices such as cardiac monitors, mechanical ventilators and alarms, oxygen delivery devices, transducers, or pressure lines.
- Administer blood and blood products, monitoring patients for signs and symptoms related to transfusion reactions.
- Advocate for patients' and families' needs, or provide emotional support for patients and their families.
- Assess family adaptation levels and coping skills to determine whether intervention is needed.
- Perform approved therapeutic or diagnostic procedures, based upon patients' clinical status.
- Assist physicians with procedures such as bronchoscopy, endoscopy, endotracheal intubation, or elective cardioversion.
- Identify malfunctioning equipment or devices.
- Provide post-mortem care.
- Ensure that equipment or devices are properly stored after use.
- Collaborate with other health care professionals and service providers to ensure optimal patient care.
- Direct or supervise nursing care staff in the provision of patient therapy.
- Provide coaching and mentoring to other caregivers to help facilitate their professional growth and development.
- Provide specialized direct and indirect care to inpatients and outpatients within a designated specialty, such as obstetrics, neurology, oncology, or neonatal care.
- Coordinate or conduct educational programs or in-service training sessions on topics, such as clinical procedures.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.