Will AI replace Special Education Teachers, Preschool?

AI can do 45% of the work Special Education Teachers, Preschool do at least twice as fast. People already use it for 4 of their 36 tasks, while 13 more are ready but barely used so far. Robots can technically handle 4 physical tasks. 15 still need a person.

AI is already doing this4 · 11% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Observe and evaluate students' performance, behavior, social development, and physical health.Mostly automated5% of time
  • Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or requirements.Mostly automated4% of time
  • Present information in audio-visual or interactive formats, using computers, television, audio-visual aids, or other equipment, materials, or technologies.Mostly automated1% of time
  • Organize and display students' work in a manner appropriate for their perceptual skills.Mostly automated1% of time

AI could do this next13 · 34% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, or social skills, to preschool students with special needs.9% of time
  • Maintain accurate and complete student records as required by laws, district policies, or administrative regulations.5% of time
  • Develop or implement strategies to meet the needs of students with a variety of disabilities.4% of time
  • Modify the general preschool curriculum for students with disabilities.2% of time
  • Organize and supervise games or other recreational activities to promote physical, mental, or social development.2% of time
  • Meet with parents or guardians to discuss their children's progress, advise them on using community resources, or teach skills for dealing with students' impairments.2% of time
  • Provide assistive devices, supportive technology, or assistance accessing facilities, such as restrooms.2% of time
  • Establish and communicate clear objectives for all lessons, units, and projects to students, parents, or guardians.1% of time
  • Plan and supervise experiential learning activities, such as class projects, field trips, or demonstrations.1% of time
  • Collaborate with other teachers or administrators to develop, evaluate, or revise preschool programs.1% of time
  • Coordinate placement of students with special needs into mainstream classes.1% of time
  • Prepare assignments for teacher assistants or volunteers.1% of time
  • Prepare reports on students and activities as required by administration.1% of time

Robots can technically do this4 · 7% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Prepare classrooms with a variety of materials or resources for children to explore, manipulate, or use in learning activities or imaginative play.Robots: purpose built settings2% of time
  • Serve meals or snacks in accordance with nutritional guidelines.Robots: purpose built settings2% of time
  • Arrange indoor or outdoor space to facilitate creative play, motor-skill activities, or safety.Robots: purpose built settings1% of time
  • Control the inventory or distribution of classroom equipment, materials, or supplies.Robots: purpose built settings1% of time

Still needs a person15 · 48% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Employ special educational strategies or techniques during instruction to improve the development of sensory- and perceptual-motor skills, language, cognition, or memory.7% of time
  • Teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.6% of time
  • Develop individual educational plans (IEPs) designed to promote students' educational, physical, or social development.5% of time
  • Attend to children's basic needs by feeding them, dressing them, or changing their diapers.4% of time
  • Communicate nonverbally with children to provide them with comfort, encouragement, or positive reinforcement.4% of time
  • Confer with parents, administrators, testing specialists, social workers, or other professionals to develop individual education plans (IEPs).4% of time
  • Encourage students to explore learning opportunities or persevere with challenging tasks to prepare them for later grades.2% of time
  • Establish and enforce rules for behavior and procedures for maintaining order among students.2% of time
  • Read books to entire classes or to small groups.2% of time
  • Teach students personal development skills, such as goal setting, independence, or self-advocacy.2% of time
  • Administer tests to help determine children's developmental levels, needs, or potential.2% of time
  • Attend professional meetings, educational conferences, or teacher training workshops to maintain or improve professional competence.2% of time
  • Confer with parents, guardians, teachers, counselors, or administrators to resolve students' behavioral or academic problems.1% of time
  • Instruct and monitor students in the use and care of equipment or materials to prevent injuries and damage.1% of time
  • Monitor teachers or teacher assistants to ensure adherence to special education program requirements.1% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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What this means

AI can do most of this work faster, but a real part of the job still needs a person. Real use is still behind at 10 out of 100, so the change here is only getting started. The people who learn which tasks to hand off will pull ahead.

What to do next

  • Do the 4 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 13 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 4 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 15 tasks that stay human. This is where your judgment, skill and relationships matter most.
Special Education Teachers, Kindergarten45%Special Education Teachers, Elementary School47%Special Education Teachers, Middle School56%Special Education Teachers, Secondary School53%Adapted Physical Education Specialists22%Kindergarten Teachers, Except Special Education45%

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