Higher Education Standards Framework (Threshold Standards) 2021
Higher Education Standards Framework (Threshold Standards) 2021 (Cth).
“Methods of assessment are consistent with the learning outcomes being assessed, are capable of confirming that all specified learning outcomes are achieved and that grades awarded reflect the level of student attainment.”
Higher Education Standards Framework (Threshold Standards) 2021 (Cth) sch 1 s 1.4(3).
Summary
HESF requires providers to do more than state learning outcomes. They must use assessment methods that can confirm those outcomes have actually been achieved, and they must also maintain academic integrity through preventative action, misconduct processes, and student guidance. In the GenAI context, the implication is that institutions need auditable assessment governance and integrity processes, not detector outputs or unsupported suspicion.
How LogAI Solves This
LogAI helps institutions evidence that assessment and integrity are being governed, not assumed. LogAI can attach policy-versioned AI-use rules, outcome-linked declarations, process evidence, captured AI-session records, consistency checks, educator review, follow-up records, and exportable analytics and evidence packs to a specific assessment. That gives providers structured evidence for learning-outcome assurance and academic-integrity governance across HESF 1.4, 5.2, and related review obligations.