How do we audit an AI special-ed eligibility tool for IDEA integrity?
You audit it by measuring whether the tool's outputs are consistent and unbiased across student cohorts on a fixed probe set, documenting its limits, and confirming it supports rather than supplants the IDEA evaluation team's individualized judgment — since…
Answer.
You audit it by measuring whether the tool's outputs are consistent and unbiased across student cohorts on a fixed probe set, documenting its limits, and confirming it supports rather than supplants the IDEA evaluation team's individualized judgment — since IDEA's procedural rights require human determination. Reproducible cross-cohort measurement plus a clear human-in-the-loop role is the evidence. Planisphere produces that behaviour record without student PII where designed; the eligibility decision and IDEA procedure remain the school's, and this is not legal advice.
The mark behind the answer.
special-ed · IEP integrity · AI in eligibility & service determinations.
Prepare evidence for IDEA review.
First evidence record within 21 days of access · re-runs in a single business day. Planisphere measures model behaviour and emits a reproducible, sha-pinned record — it does not certify, file, or give legal advice.