A real account from the Simulated dataset

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Primary evidence tier

Simulated

Real parent and community accounts of everyday IEP-meeting friction — the common, low-stakes-to-report tier this project centers on. Used as seeds for simulated runs across three conditions, to find which conditions most often produce a breakdown.

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Secondary evidence tier

Cited

Real, adjudicated IDEA case law — high-stakes, low-volume: the failures severe enough that a family litigated and a court ruled. Rarer than what Simulated documents, but legally definitive.

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Practical guide

Playbook

A parent/family-facing guide to preparing for and navigating an IEP meeting, structured like the guides you've probably already seen — with Cited's and Simulated's own findings woven in as sourced callouts at the exact points those failures tend to happen.

16 sourced callouts across 4 phases: Before, During, After, If You Disagree

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