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AI Tool for Special Education

AI Group Generator for Special Education

Inclusive cooperative learning requires grouping decisions that honor both pedagogical goals and individual student needs, proximity to support staff, sensory considerations, behavioral constraints, and peer relationship dynamics. The AI Group Generator handles IEP-informed constraints alongside skill-level balancing: hard constraints for students who must be near the teacher or a paraprofessional, soft constraints for students with sensory or behavioral needs, and cooperative role adaptations for students with communication or executive function challenges.

IEP-aware
Accommodation constraints supported
5 strategies
Grouping methods available
Proximity
Paraprofessional placement logic
2 min
Roster to accessible groups

How Teachers Use This for Special Education

Inclusion Classroom Group Design

Generate groups for a co-taught inclusion classroom that balance academic skill while ensuring students with IEPs are distributed across groups and not clustered together.

Paraprofessional Proximity Planning

Set proximity constraints for students who require paraprofessional support, the generator places these students in groups that allow the paraprofessional to support efficiently without restructuring the room.

Cooperative Role Adaptations

Generate groups with modified cooperative roles for students with communication challenges, the Reporter role can be shared between two students, or a student can fulfill the Materials Manager role.

Peer Support Pairing

Create strategic peer support pairings where students with strong social skills are grouped with students who need practice in peer interaction, supporting social skills IEP goals naturally.

Sensory-Aware Seating Groups

Generate groups with sensory considerations embedded, students with auditory sensitivities placed away from high-noise areas of the room, students needing movement seated near open space.

Resource Room Small Group Planning

Generate small-group configurations for resource room instruction, balanced homogeneous groups by specific skill gap so instruction can target a shared deficit efficiently.

Frequently Asked Questions

IEP constraints are entered as behavioral descriptors rather than disability labels: 'must be within 5 feet of teacher during group work,' 'must not be seated near loud activities,' 'works best in groups of 2 rather than 4.' These functional descriptions protect student privacy while giving the generator the information it needs to honor the accommodation. The constraint data is stored in your private teacher view and is never shared with students.

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