January 22, 2026

79 jobs that are AI-proof, for now that is

79 jobs that are AI-proof, for now that is

79 jobs that are AI-proof, for now that is

A few months ago I posted an article about the 48 jobs that were bound to disappear with the arrival of AI. But I got quite a few emails to post a follow-up focusing on the jobs that surely would not be impacted by AI and automation, in other words, they are AI-proof. The U.S. Career Institute already compiled 65 occupations with a 0 % automation risk, but that list was not complete.

Most of the safe jobs can be found in healthcare, education (even if humanoid robots combined with AI can help in classrooms), engineering, creative arts and emergency services – fields where human dexterity, empathy and contextual judgement remain irreplaceable. I did however find a few extra ones that will resists automation. These jobs often involve manual trades, renewable energy, cybersecurity or AI oversight.

Since more data is available from the U.S. than from EU research centers, much of the information presented will focus on the U.S. However, it is reasonable to assume that similar trends apply across the EU as well.

For those interested, you can test for yourself if your job can be impacted by AI.

Side note: The fact that AI is advancing quickly means that even low-risk jobs may eventually face some degree of automation.

79 jobs that are AI-proof

1 Nurse Practitioners

Nurse practitioners are worldwide among the fastest‑growing occupations. Nurse practitioners diagnose illnesses, prescribe medications and counsel patients – tasks that require interpersonal trust, ethical judgement and adaptability. Although AI assists with diagnostics, human providers still need to interpret data, empathize with patients and respond to unpredictable clinical situations.

2 Choreographers

A choreographer crafts dance routines by translating emotion into movement. The risk‑assessment site Will Robots Take My Job? labels choreographers at minimal risk, showing only 11 % automation probability. Creating choreography involves interpreting music, storytelling, coaching performers and improvising during rehearsals – activities that depend on intuition and creativity far beyond current AI capabilities.

3 Physician Assistants

Physician assistants collaborate with doctors to examine patients, make diagnoses and prescribe treatments. BLS projections show that their employment in the U.S. will be rising from 153,400 to 197,100 jobs by 2033 (28.5 % growth). These clinicians blend medical knowledge with bedside manner, respond to unique patient histories and adjust treatments on the fly; such human judgement and empathy are not easily automated.

4 Mental Health Counselors

Substance abuse, behavioral disorder and mental health counselors help clients manage addiction and mental illness. BLS data predict employment will grow 18.8 % between 2022 and 2033 in the U.S.. Successful counseling requires trust, deep listening, culturally sensitive communication and adaptive interventions – all qualities that AI lacks. Counselors interpret non‑verbal cues, build therapeutic alliances and respond to complex human emotions.

5 Nursing Instructors and Teachers (Post‑Secondary)

Teaching future nurses involves mentoring students during clinical practice, evaluating their technique and instilling professional values. BLS projections in the U.S. show employment for nursing instructors and teachers rising 17.9 % from 2022 to 2033. AI can deliver lectures, but it cannot watch a student insert an IV line, give constructive feedback or model compassionate care.

6 Coaches and Scouts

Sports coaches and talent scouts evaluate athletes, design training plans and motivate teams. Success requires reading body language, adjusting strategies mid‑game and fostering morale. A National University report notes that personal services relying on in‑person interaction – such as food service, medical assistants and cleaners – remain essential despite AI. Similarly, coaching depends on human insight and relationship‑building, making automation unlikely.

7 Athletic Trainers

Athletic trainers prevent and treat injuries, design rehabilitation programs and collaborate with physicians. Their work demands hands‑on assessment, taping, stretching and constant communication with athletes. Because healthcare roles like nurses and therapists are projected to grow as AI augments rather than replaces them, athletic trainers will continue to be in demand.

8 Physical Therapists

Physical therapists evaluate mobility issues, develop rehabilitation plans and guide patients through exercises. BLS lists physical therapist assistants among the fastest‑growing jobs, projecting 25.4 % employment growth. The personalized coaching, manual manipulation and motivational support offered by licensed physical therapists remain difficult for machines to replicate.

9 Orthotists and Prosthetists

These specialists design and fit orthopedic braces and artificial limbs. Each device must be customized to an individual’s anatomy, lifestyle and preferences. Healthcare roles like therapists and aides will grow because AI augments rather than replaces them. Fitting a prosthetic limb requires empathy, tactile adjustment and ongoing human follow‑up, which keep orthotists in demand.

10 Occupational Therapists

Occupational therapists help people regain independence after injury or illness. Therapists tailor activities to each patient’s daily life, consider cultural background and motivate clients through emotional challenges – again tasks that demand human creativity and patience beyond AI and that keep this job AI-proof.

11 Marriage and Family Therapists

These counselors facilitate communication between partners or family members. Trust, impartiality and deep understanding of dynamics are essential. Their work resembles that of mental health counseling, which is growing rapidly as I pointed out. AI lacks the ability to see subtle interpersonal tension or provide compassionate guidance in sensitive conversations.

12 Art Therapists

Art therapists use creative activities to help clients express emotions and process trauma. This profession blends psychology, empathy and artistic skill. Because personal‑service roles requiring human interaction are less susceptible to automation, art therapy remains a safe career. AI can generate images but cannot interpret a client’s artwork or provide supportive feedback in real time.

13 Music Therapists

Music therapists employ rhythm and melody to improve mental and physical health. They select songs based on a client’s history, lead improvisation sessions and respond to participants’ emotions. AI cannot match the therapist’s ability to perceive subtle reactions and adjust the music accordingly.

14 Health‑Care Social Workers

Health‑care social workers coordinate services, counsel patients and help families through all medical systems. They collaborate with doctors and community resources, advocating for clients’ needs. Substance abuse and mental health counseling roles – which share similar skills – are projected to grow nearly 19 %. AI cannot replace the human advocacy and empathy required in this role.

15 Mental Health and Substance Abuse Social Workers

Similar to counselors, these social workers assist individuals recovering from addiction or mental health disorders. They provide case management, connect clients to resources and support long‑term recovery. The growth figures for counseling careers show the continued demand for human‑centered support jobs that AI can’t replicate.

16 Bioengineers and Biomedical Engineers

Bioengineers design medical devices and develop technologies such as artificial organs. Their work involves interdisciplinary problem‑solving, creativity and compliance with strict regulations. Data scientists and STEM specialists are among the fastest‑growing job categories, indicating that advanced engineering roles will thrive alongside AI. Human ingenuity is vital for innovating safe, ethical biomedical devices.

17 Psychology Teachers (Post‑Secondary)

Teaching psychology requires adapting complex theories to student needs, leading discussions and supervising research projects. The BLS table lists health specialties teachers (post‑secondary) with 18.8 % projected growth, demonstrating strong demand for faculty in health‑related fields. Educators foster critical thinking and provide mentorship that AI cannot match.

18 Fitness and Wellness Coordinators

These coordinators design exercise programs, lead classes and encourage lifestyle changes. They watch form, provide motivation and adapt routines to individual abilities. Personal‑service roles relying on face‑to‑face interaction remain essential, and the tactile, motivational nature of fitness coaching keeps this job safe from automation.

19 Soil and Plant Scientists

Soil and plant scientists study crop productivity, soil composition and environmental sustainability. Fieldwork requires collecting samples, observing ecosystems and responding to weather patterns. Agricultural and environmental roles involve unpredictable variables and onsite experimentation, making them difficult to automate. According to Washington Post analysis on AI’s impact, many agricultural scientists have low automation risk because research activities require human judgement. However, the rise of AI also is starting in this sector, think of Heritable Agriculture, a recent spinout from Google’s X lab, which is integrating artificial intelligence (AI) into crop breeding. AI-proof for now.

20 Social Work Teachers (Post‑Secondary)

Social work professors combine classroom instruction with field supervision. They teach ethics, cultural competence and counseling techniques. There will be a strong growth for health specialties teachers, which includes social work educators. Mentoring students in sensitive human services is not easily automated.

21 Art, Drama and Music Teachers (Post‑Secondary)

College‑level art, drama and music instructors cultivate creativity and technical skill. They critique performances, direct productions and inspire students. Because creative instruction depends on experiential learning and personal feedback, AI cannot substitute for a human mentor. Creative arts education falls under the umbrella of personal services that remain essential.

22 Psychiatrists

Psychiatrists diagnose mental disorders, prescribe medications and provide psychotherapy. They interpret complex histories, manage medications and build trust over long periods. No citation is needed beyond general mental health counselor data; the same reasoning applies. AI tools may help with diagnostics, but ethical oversight, empathy and legal responsibility ensure psychiatrists remain indispensable. AI-proof for sure.

23 Anthropology and Archaeology Teachers (Post‑Secondary)

These academics study human cultures and ancient civilizations. Teaching involves supervising fieldwork, interpreting artifacts and debating theories. AI can analyse data but cannot excavate sites or immerse students in cross‑cultural perspectives. Educators in humanities rely on storytelling and critical reasoning – skills that remain uniquely human.

24 Physicists

Physicists investigate the fundamental laws of nature. Their work includes designing experiments, interpreting results and developing theories. Data scientists and STEM professionals are among the fastest‑growing roles, suggesting that high‑level science careers will thrive. While AI can process data, human curiosity and conceptual thinking drive breakthroughs.

25 Architecture Teachers (Post‑Secondary)

Architecture professors teach design principles, critique student projects and provide guidance on sustainability and human factors. They blend artistic vision with engineering knowledge. As with other post‑secondary health specialties teachers, demand for skilled faculty persists. AI might generate blueprints, but mentoring future architects involves nuanced discussions on aesthetics and ethics.

26 Nurse Midwives

Nurse midwives deliver babies and provide prenatal and postpartum care. Childbirth requires quick decision‑making, emotional support and hands‑on skills. Healthcare roles are projected to grow because AI augments rather than replaces them. A machine cannot comfort a laboring mother or adapt to complications during delivery. In short, 100% AI-proof.

27 Emergency Medical Technicians (EMTs)

EMTs respond to emergencies, provide first aid and transport patients. They must assess scenes quickly, make decisions under pressure and communicate with hospitals. Personal services and healthcare roles will continue to grow. Robots cannot yet navigate chaotic environments or reassure injured people during transport.

28 Security Managers

Security managers develop policies, oversee guards and respond to incidents. They evaluate risks, coordinate responses and maintain safety. While AI can monitor cameras, human leaders interpret context, negotiate with stakeholders and make ethical decisions. Jobs involving human oversight and judgement remain less susceptible to automation.

29 Civil Engineers

Civil engineers design and oversee infrastructure projects such as bridges, roads and water systems. They must consider local geology, community needs and regulatory requirements. Human engineers integrate creativity with technical expertise, factors noted in the report that STEM roles are thriving. Onsite inspections and public consultations also require human presence.

30 Transportation Engineers

Transportation engineers plan transit networks and traffic systems. They weigh environmental impact, land use and human behavior. The design of safe, efficient transportation involves negotiation with stakeholders and adaptation to local conditions – tasks better suited to humans than AI. The same STEM growth trends support this career’s resilience.

31 Adapted Physical Education Specialists

These educators develop physical activity programs for students with disabilities. They adapt exercises, monitor safety and collaborate with therapists. Because they work directly with individuals’ unique abilities and needs, automation is impractical. Personal services relying on one‑to‑one interaction remain essential.

32 Paramedics

Paramedics provide advanced emergency care en route to hospitals. They intubate patients, administer medications and interpret vital signs. AI tools can assist with triage, but paramedics’ ability to improvise and communicate with distressed patients keeps them indispensable.

33 Clinical Nurse Specialists

Clinical nurse specialists provide advanced nursing practice, often supervising other nurses and consulting on patient care. Their expert judgement and leadership ensure quality outcomes. Nurse practitioners—an analogous role – are one of the fastest‑growing occupations, underscoring demand for advanced nursing expertise.

34 Critical Care Nurses

Critical care nurses monitor critically ill patients, operate life‑support equipment and collaborate with physicians. They make split‑second decisions and comfort families. AI can track vitals but cannot provide the compassionate presence needed in intensive care units. Healthcare roles are projected to grow with AI augmentation rather than replacement.

35 Advanced‑Practice Psychiatric Nurses

These nurses assess mental health, prescribe medications and provide therapy. Their role blends psychiatric expertise with nursing care. Growth projections for nurse practitioners highlight the expanding demand for advanced nursing roles, including psychiatric specialists, which rely heavily on human empathy and complex judgement.

36 Dentists, General

Dentists diagnose oral diseases, perform surgeries and create treatment plans. They require fine motor skills and the ability to soothe anxious patients. AI may assist with imaging analysis, but performing fillings or extractions remains a manual process. Dental care is therefore resistant to automation.

37 Set and Exhibit Designers

These designers create displays for museums, theatre productions and trade shows. Their work demands artistic vision, cultural sensitivity and collaboration with curators or directors. Because creative jobs requiring emotional impact are less prone to automation, set and exhibit design remains a human‑centered field.

38 Prosthodontists

Prosthodontists specialize in dental prostheses such as crowns, bridges and dentures. Crafting these devices requires intricate manual skills and a keen eye for aesthetics. While digital scanners and 3D printers assist, a prosthodontist’s final adjustments and patient communication are irreplaceable. As with other dental roles, hands‑on expertise keeps this profession safe.

39 Education Administrators (Kindergarten Through Secondary)

These administrators manage schools, hire teachers and address student needs. They mediate conflicts, ensure compliance and build community partnerships. Decisions often involve nuanced human factors that AI cannot handle. The personal‑services trend highlighting in‑person roles as resilient supports the security of educational leadership positions.

40 Oral and Maxillofacial Surgeons

These surgeons perform complex procedures on the mouth, jaws and face. Surgeries require tactile precision, situational awareness and crisis management. AI can plan surgical paths, but executing operations and responding to complications are purely human skills. As with other surgeons listed later, this specialty remains resistant to automation.

41 Firefighters

Firefighters enter burning buildings, rescue occupants and operate heavy equipment. Every fire scene is unique; responders must assess risks, coordinate teams and make quick decisions. The unpredictability and danger of firefighting make it difficult to automate.

42 First‑Line Supervisors of Firefighting and Prevention Workers

These supervisors coordinate fire crews, ensure training and manage resources. They require leadership, on‑scene judgement and communication skills. Automating command structures in emergencies is unrealistic. Human oversight in high‑stakes situations remains critical.

43 Urban and Regional Planners

Planners develop land‑use plans, balance environmental concerns and solicit public input. Their work involves negotiation, community engagement and long‑term vision. Because decisions must reflect social and cultural values, AI cannot replace this role. The growth of construction and skilled trades underscores ongoing demand for planners who guide development.

44 Recreational Therapists

Recreational therapists use leisure activities to improve clients’ physical and emotional well‑being. They tailor programs to individual preferences, monitor progress and adjust activities accordingly. As a hands‑on, people‑oriented role, it shares the resilience of other therapy and personal‑service jobs.

45 Directors, Religious Activities and Education

These directors organize worship services, religious education and community outreach. The role demands cultural understanding, empathy and leadership. Spiritual guidance involves nuance and human connection that AI cannot emulate. Roles grounded in human values and community relationships are less automatable.

46 Dermatologists

Dermatologists diagnose and treat skin conditions, performing procedures and counselling patients on care. AI can assist with image recognition, but final diagnosis and treatment plans require human insight. The tactile nature of biopsies, surgeries and patient communication keeps dermatology safe.

47 Neurologists

Neurologists manage disorders of the brain and nervous system. They interpret complex symptoms, order tests and counsel patients. While AI aids imaging analysis, neurologists combine clinical examination with empathy and ethical decision‑making – skills machines cannot replicate.

48 First‑Line Supervisors of Police and Detectives

These supervisors direct police officers, coordinate investigations and ensure community safety. They rely on experience, judgement and knowledge of local laws. Ethical decision‑making, empathy and the ability to de‑escalate conflicts make their roles resistant to automation. Human oversight is essential in law enforcement.

49 Neuropsychologists

Neuropsychologists evaluate cognitive function, diagnose brain disorders and develop treatment plans. They administer tests, interpret results and counsel patients. AI can score tests but cannot deliver compassionate explanations or adjust for individual differences. As healthcare roles grow with AI augmentation, neuropsychology will continue to require human expertise.

50 Clinical Neuropsychologists

Similar to neuropsychologists, clinical neuropsychologists provide assessment and therapy for patients with neurological conditions. Their responsibilities include interpreting brain imaging, designing rehabilitation plans and liaising with families. The personal‑service nature of this work ensures low automation risk.

51 Orthopedic Surgeons (Except Pediatric)

Orthopedic surgeons repair bones, joints and muscles. Surgeries demand hands‑on skill and improvisation when complications arise. AI may assist with surgical planning but cannot handle unexpected bleeding or adjust to an individual’s anatomy in real time. Thus, orthopedic surgery remains safely in human hands.

52 Architects (Except Landscape and Naval)

Architects design buildings, meet clients and collaborate with engineers. They must balance aesthetics, functionality, safety and cost. While AI software can generate plans, architects bring creativity and human judgement to each project. The STEM growth trends indicate continued demand for design professionals.

53 Surgeons, All Other

Surgeons perform a wide variety of operations requiring dexterity, decision‑making and teamwork. Robotic systems assist surgeons, but a human remains at the controls. The stakes of surgery mean that ethical and legal responsibility will stay with human surgeons, safeguarding these jobs from automation.

54 Emergency Management Directors

Emergency management directors coordinate disaster response, develop preparedness plans and communicate with the public. They must make rapid decisions based on incomplete information and collaborate with multiple agencies. The complexity of disasters and the need for human judgement ensure this role’s resilience.

55 Preventive Medicine Physicians

Preventive medicine physicians focus on disease prevention, public health and wellness education. They analyze community health data, design interventions and counsel individuals. AI can model disease spread, but physicians must engage communities and adapt plans based on cultural factors. Public‑health leadership therefore remains human‑centered.

56 Physical Medicine and Rehabilitation Physicians

These physicians, also known as physiatrists, treat chronic pain, spinal injuries and mobility issues. They develop customized rehabilitation plans and collaborate with therapists. As with other healthcare roles, their work requires empathy, creative problem‑solving and manual examination. AI can support diagnostics but cannot replace the human doctor’s touch.

57 Hospitalists

Hospitalists are physicians who manage inpatient care, coordinate specialists and communicate with families. They make decisions based on real‑time patient responses and resource availability. The human element of bedside care – reassuring families, understanding patient preferences and making ethical trade‑offs – protects this role from automation.

58 Sports Medicine Physicians

Sports medicine doctors diagnose athletic injuries, plan rehabilitation and advise on performance. They assess each athlete’s goals and constraints, requiring a personalized approach. Human judgement in balancing return‑to‑play timelines with long‑term health keeps this specialty safe.

59 Pediatric Surgeons

Pediatric surgeons perform operations on infants and children. They require specialized knowledge of developing bodies, delicate surgical skills and communication with worried parents. While robotic assistance may support some procedures, the unpredictability of pediatric surgery and the need for compassion keep human surgeons indispensable.

60 Obstetricians and Gynecologists

Obstetricians and gynecologists provide reproductive health care, perform surgeries and support childbirth. They must build trust with patients, handle emergencies and make complex decisions. As with nurse midwives and other healthcare providers, the personal nature of obstetric care makes automation unlikely.

61 Interior Designers

Interior designers create functional and aesthetically pleasing indoor spaces. They consult clients, select materials and coordinate contractors. AI can suggest layouts, but understanding a client’s tastes and translating them into harmonious designs requires human creativity. Personal‑service jobs that rely on taste and interpersonal communication remain resilient.

62 Landscape Architects

Landscape architects design outdoor environments, balancing ecology, aesthetics and human use. They consider local climates, native plants and community needs. While AI can analyse data, creative vision and collaboration with stakeholders keep landscape architecture a human‑led profession.

63 Fish and Game Wardens

Fish and game wardens enforce laws, protect wildlife and educate the public. Their duties include patrolling remote areas, investigating poaching and conducting rescues. The unpredictable nature of wildlife management and the need for human judgement ensure low automation risk. Roles requiring physical presence and decision‑making outdoors mirror the resilience of other public‑safety jobs.

64 Chief Executives

Chief executives set organizational strategy, make high‑stakes decisions and communicate with stakeholders. Leadership requires vision, negotiation and emotional intelligence – attributes that AI lacks. While AI may analyze data, only human leaders can inspire employees and navigate ethical dilemmas. The National University report notes that personal services and roles requiring human judgement continue to thrive.

65 Manufactured Building and Mobile Home Installers

These installers assemble and secure mobile homes or prefabricated buildings. The work is physical, site‑specific and subject to local regulations. While certain manufacturing processes can be automated, transporting and installing homes on varied terrain requires human skill. Jobs involving manual dexterity and on‑site problem‑solving remain safe from AI.

66 Plumbers, Pipefitters & Steamfitters

Jobs for plumbers, pipefitters and steamfitters will be increasing by 2 % between 2022 and 2032. Installing and repairing pipes demands manual dexterity, adaptability to unique building layouts and on‑the‑spot problem‑solving. Automation may assist, but human experts remain necessary to troubleshoot and adapt to complex plumbing systems.

67 HVACR Technicians (Heating, Ventilation, Air Conditioning & Refrigeration)

HVACR technicians build and maintain climate‑control systems. The BLS predicts a 3 % increase in technician jobs from 2022 to 2032. Designing, installing and troubleshooting heating and cooling systems requires hands‑on judgement, making full automation impractical.

68 Electricians

BLS data forecast a 6 % increase in electrician roles by 2032. Electricians interpret blueprints, run wires through walls and troubleshoot circuits in diverse environments. Robots cannot safely replace the tactile skill and code knowledge required for electrical work.

69 Sheet Metal Workers

Sheet metal workers fabricate ducts, roofing and customized metal components. The trade school article notes that growth for sheet‑metal workers will remain steady and that designing and fitting pieces into specific shapes requires creativity and intelligence. While machines can cut standard parts, complex installations demand human craftsmanship.

70 Welders, Cutters & Brazers

Welders fuse metals in construction, manufacturing and art. BLS projections suggest jobs for welders, cutters and braziers will grow about 1 %. Intricate welding in confined or unpredictable environments requires human proficiency that robots cannot yet match.

71 Carpenters

Carpenters build frames, cabinetry and custom woodwork. The BLS expects carpentry jobs to rise 2 % from 2022 through 2032. Robots can pre‑cut lumber, but assembling structures on‑site, adapting to irregularities and delivering bespoke finishes remain human tasks.

72 Food Preparation & Serving Workers

National University data show that food preparation and serving jobs will add more than 500,000 positions by 2033. Cooking, plating and interacting with diners rely on taste, smell and real‑time feedback. Although automation can handle simple tasks, full‑service dining requires human cooks and servers.

73 Cleaning & Maintenance Workers

The same report highlights cleaners and other personal‑service roles as occupations least likely to be automated. Janitors and housekeepers navigate varied environments, prioritize tasks and handle unexpected messes. Maintenance workers troubleshoot building systems and respond to tenant requests – activities demanding human judgement.

74 Solar Photovoltaic Installers

Renewable‑energy expansion creates hands‑on jobs. BLS projections show solar photovoltaic installer employment growing by 22 % from 2022 to 2032. Installers climb roofs, assess structures and connect panels to electrical systems – physical tasks unsuited to automation.

75 Wind‑Turbine Technicians

Wind‑turbine technicians maintain and repair turbines at great heights or offshore. Employment is expected to grow 44 % from 2022 to 2032. Tasks include climbing towers, diagnosing mechanical issues and adjusting blades – work that robots cannot safely perform in unpredictable weather.

76 Cybersecurity Professionals

Information security analysts guard networks against cyber‑attacks. National University statistics project 32 % job growth from 2022 to 2033. Cybersecurity professionals think like attackers, investigate incidents and advise executives. AI tools support them, but human creativity and ethical judgement are essential.

77 AI Ethicists & Trainers

As AI adoption grows, roles such as AI trainers, ethicists and explainability experts have emerged. Trainers label data and refine models, while ethicists ensure systems align with societal values. These jobs exist to oversee AI, meaning they cannot be automated without compromising ethics and safety.

78 Prompt Engineers & AI Support Roles

Generative AI has spurred demand for prompt engineers and AI operators, which the report identifies as fast‑growing. Prompt engineers craft and test instructions to elicit desired behavior from models. They must understand human communication and the model’s quirks – skills a model cannot provide itself.

79 Personal Financial Advisors

Despite robo‑advisors, personal financial advisors remain in demand. BLS projections show a 13 % increase in jobs from 2022 to 2032. Advisors tailor strategies, manage emotions during market swings and guide clients through complex decisions. Human judgement and trust are central to financial planning.

AI cannot replace interpersonal connections and situational awareness

Across healthcare, education, skilled trades, renewable energy and emerging AI oversight, these jobs share a common thread: they demand human creativity, empathy, physical dexterity or ethical judgement.

While AI will augment many tasks, it cannot replace the interpersonal connections and situational awareness that define these professions. However, like I pointed out in the introduction, AI-proof now, does not mean AI-proof in the long-term future.


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