Work And Systems / Work Projects
AI Student Helper System
A public-safe project shell for an AI assistant that helps students find resources, prepare applications, and verify sources.
Project
Proof dossier.
- Problem
- Students do not only need more links. They need a system that distinguishes official sources from copied lists, stale deadlines from live ones, and general advice from what applies to their situation.
- Public boundary
- project shell only; no student data, private documents, or live AI calls without privacy and security review
- Evidence posture
- 1 source entries and 3 source-plan checks.
Problem Boundary
Students do not only need more links. They need a system that distinguishes official sources from copied lists, stale deadlines from live ones, and general advice from what applies to their situation.
The first version can stay read-only: source packets, opportunity search, document checklists, and careful explanations.
- official sources
- deadline freshness
- eligibility
- documents
- application packet
- human review
Evidence Plan
The project needs a small eval set before it becomes a demo: missing scholarship, stale deadline, ineligible applicant, conflicting pages, and request for advice beyond the data boundary.
Useful AI here means fewer wrong applications, clearer documents, and a receipt trail for what the assistant used.