Knowledge Centre

New Cambridge research warns that even frontier AI models struggle when asked to independently grade complex essays against academic standards, and it helps clarify the more practical question for schools: which assessment tasks can AI support reliably, and where does teacher judgement remain essential?

Accessibility has been part of Gradeo’s exam experience from the beginning. Schools can already apply student-level adjustments, including extra time, pausing for breaks, background colour changes, font colour changes and font size adjustments.

Enterprise Computing has had only one HSC exam under the current syllabus, so there is no trend data yet. But the 2025 online exam shows the kinds of skills it rewards: practical computing, data literacy, systems thinking and interactive task responses. We mapped it by content area, marks, outcomes and answer type. Use it to prepare actively and online, not to predict the next paper.

Past papers cannot predict the next HSC Dance exam, but they can show how the subject is assessed. We mapped examination items from 2015 to 2025 by component, answer type, study area, marks and outcome. Dance is mostly practical, with a stable structure, so the value is understanding each component, not spotting trends. Use it to prepare deeply for the pathway you actually complete, not to guess the next paper.

Past papers cannot predict the next HSC CAFS exam, but they can show how the subject has been assessed over time. We mapped exam items from 2015 to 2025 by answer type, directive verb, content area, marks and outcome. The paper rewards applied responses, with Research Methodology a persistent skills base and stimulus-based short answer appearing every year. Use it to check whether revision is balanced, not to guess the next paper.

Past papers cannot predict the next HSC Ancient History exam, but they can show how the current syllabus has been assessed. We mapped exam items from 2019 to 2025 by answer type, directive verb, course component, marks and outcome. The paper is entirely written response, with Historical Periods carrying over half the marks. Use it to check whether revision matches the way the paper works, not to guess the next paper.

Past papers cannot predict the next HSC Agriculture exam, but they can show how the subject has been assessed over time. We mapped exam items from 2015 to 2025 by answer type, directive verb, module, marks and outcome. The papers reward accurate identification, clear outlining and practical application, with Plant/Animal Production carrying the most marks. Use it to check whether revision is balanced, not to guess the next paper.

Past papers cannot predict the next HSC Aboriginal Studies exam, but they can show how the subject has been assessed over time. We mapped exam items from 2015 to 2025 by answer type, directive verb, topic, marks and outcome. The papers are heavily written-response based and reward precise, evidence-based explanation across the whole course. Use it to check whether revision is balanced, not to guess the next paper.

Past papers cannot predict the next HSC Economics exam, but they can show how the current syllabus has been assessed over time. We mapped HSC Economics exam items from 2018 to 2025 by answer type, directive verb, topic, marks and outcome. The papers reward explanation, judgement and applied reasoning across all four topics. Use it to check whether revision is balanced, not to guess the next paper.