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AptoNow Insights
View our latest higher education insights
AI readiness in Australian universities starts with data confidence
Across Australian higher education, the conversation is no longer about whether AI will be adopted — it’s about how prepared institutions are to make it work.
The Hidden Cost of Legacy Curriculum: It’s Time to Teach-Out Smarter
Teach-out shouldn’t be an afterthought. It’s a strategic lever and an opportunity to finish strong, protect institutional integrity, and support students with clarity and care.
Will 2025 be the year that AI moves from potential to productivity in higher education?
For me the critical question is this: Will 2025 be the year that AI moves from “potential” to “productivity"?
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