The NSW Deputy Premier and Education Minister announced an urgent review by NESA into how AI is affecting student learning and the integrity of HSC results, with a focus on safeguarding genuine student work.

A proposed moratorium on unsupervised take-home HSC assessments was floated to preserve assessment integrity amid AI-driven misconduct in year 12 tasks.

The moratorium would start next term, as current year 11 students move into year 12 studies, to ensure transitions do not undermine assessment credibility.

The policy discussion sits within a broader debate about balancing digital tools with traditional assessment methods in Australian education.

Analysts cite concerns from wider literature about AI eroding individual reasoning and democratic thinking if left unchecked.

Earlier proposals have included a pen-and-paper approach to address literacy and numeracy concerns highlighted by NAPLAN findings.

The conversation also touches on university entry pressures, the role of generative AI in schooling, and similar AI-restriction debates abroad.

A standardized framework to identify inappropriate AI use in schools is being developed, with hints at returning to more traditional assessment methods where appropriate.

Education experts advocate restricting AI in classrooms while remaining open to potential future benefits.

Officials warn that AI can reduce cognitive effort and that teachers are grappling with deterring AI-assisted cheating, even as short-term performance may rise.

Final exams account for half of the HSC grade, with interim measures potentially including checks or exemptions for major project subjects.

Offline, in-person assessment environments are emphasized as essential for genuine learning and preparation.