In accordance with Australian privacy legislation reforms, this portal provides full statutory transparency into how Cognitino uses automated algorithms to evaluate learning capability, gate progression, and deliver curriculum recommendations. Every authoritative decision is deterministic, mathematically transparent, and subject to human review.
The Cognitino platform strictly separates authoritative educational determinations from non-authoritative generative assistance. All progression and scoring decisions are mathematically auditable.
Capability Engine
Mathematical mastery calculation & prerequisite DAG graph.
DeterministicPedagogy Profile
Curriculum pacing, scaffolding levels, and track rules.
DeterministicContent & Scoring
Deterministic item scoring against validated answer rubrics.
DeterministicSkin Presentation
Visual theme, reading level, and vocabulary scaling.
DeterministicAI Assist
Educational hints, concept explanations, and scaffolding.
Non-AuthoritativeTest different learning inputs to inspect the mathematical formulas and criteria that drive automated educational determinations.
Mastery = min(1.0, (Correct / Attempts) × (0.8 + 0.04 × DifficultyBand))Under Australian Privacy Principles, you have the right to request that a qualified human educator or administrator review any automated scoring, mastery, or gating decision.
Cognitino is committed to educational fairness and governance transparency under Australian Privacy Principle 1.