Concept Briefs
Concise explanations of supervised/unsupervised learning, model evaluation, bias, and common algorithms with classroom-friendly metaphors and brief technical notes.
This resource clarifies how common AI techniques work, highlights student privacy and regulatory issues, and provides repeatable activities and checklists for curriculum and policy updates. It helps non-technical staff evaluate vendor claims and structure safe classroom experiments while aligning documentation with legal and recordkeeping expectations.
The guide supports a mix of classroom and administrative roles that must explain, approve, or oversee AI use in education.
Users can adapt sections for lesson plans, informed-consent language, procurement reviews, or internal policy checklists.
Concise explanations of supervised/unsupervised learning, model evaluation, bias, and common algorithms with classroom-friendly metaphors and brief technical notes.
Ready-to-use activities with objectives, materials lists, time estimates, and variations for different grade levels and classroom technologies.
Practical guidance on FERPA, student data minimization, anonymization strategies, and when HIPAA rules may apply to student health data.
Sample parent/guardian notices and consent templates that explain intent, data use, retention, and opt-out procedures in plain English.
Operational checklist for vendors and classroom pilots covering data sources, model explainability, bias testing, and escalation paths.
Rubrics and formative assessment items to evaluate student understanding and to measure learning outcomes from AI activities.
| Field | Configuration |
|---|---|
| Consent Checkbox | Required; store timestamp and signer identity |
| Data Collection Field | Restrict to essential fields; encrypt in transit |
| Authentication | Email or SMS code for parent signers; stronger auth for admin approvals |
| Audit Logging | Enable detailed audit trail for each signature and change |
Choose platforms that support required security, integrations, and accessible document formats for your institution.
Optica simplified signature flows for customer-facing documents using an online platform that reduced friction.
Martin Properties moved documents online to support remote transactions and internal approvals.
| signNow | DocuSign | Adobe Sign | PandaDoc | HelloSign | |
|---|---|---|---|---|---|
| Starting Price | $8/user/mo | $15/user/mo | $14/user/mo | $19/user/mo | $15/user/mo |
| Free Trial | Yes, 7-day free trial | Varies by vendor | Varies by vendor | Varies by vendor | Varies by vendor |
| Bulk Send | Yes (premium tier) | Yes | Yes | Yes | Yes |
| Audit Trail | Yes | Yes | Yes | Yes | Yes |
| Envelope Cap | No envelope cap | 100 envelopes/user/year | Varies by plan | Varies by plan | Varies by plan |
Review curricula and consent language at least once per year
W-2 and 1099-NEC to recipients due Jan 31
Retention periods start from creation or final effective date
6-year retention requirement (45 CFR §164.530(j))
Keep I-9 for 3 years after hire or 1 year after termination, whichever later (8 CFR §274a.2)