Higher education seems to be at a point where the initial shock and challenge of this new era is about to give way to some decisive, institutional agency.
There is some impatience for this from within - and outside - university walls.
It is clear higher ed can no longer:
a. treat the problem as 'unresolvable',
b. assume that fundamental assessment redesign is the only path forward,
c. ask educators to do even more,
d. pretend detection works,
e. assume a grace period of a decade or more.
To date, universities have produced some admirable work to navigate the new world.
But there is 'pedagogical sacrifice':
e.g. Treating most coursework as 'unpoliced' and therefore lower value (including the formative, iterative process of learning to develop critical thinking skills).
e.g. Shifting the implementation and design burden to the 'T' in T&L. (Not all educators are assessment designers.)
e.g. Surveillance and detection to ensure compliance, creating a security culture, rather than learning culture.
So the pedagogical 'sacrifice' is quite fundamental:
📍The learning journey.
Because the goal of higher ed is not to graduate experts (the baton must be passed to industry for this,) but critical thinkers.
📍And this can only be developed in the journey.
Right now, educators and students are tired of navigating shifting rules and expectations. (e.g. see YouGov-Studiosity 2026 Student Wellbeing Survey.)
On the one hand, encouraged to use new, institutional LLM licences, and on the other, a culture of detection that seeks to prevent and villainise the same tools.
Strong policy, frameworks, and productive conversations will only advance when compliance and detection are let go as core design elements.
📍The path forward lies in integrating validation into existing assignment flows.
Universities that adopt strong assessment validation infrastructure in H2 2026, will lead this next 'Validity' movement in education.
But these institutions are likely leaders in Teaching and Learning already.
Because taking this step shows a commitment to supporting faculty and respecting the student experience, and the public trust in what it means to be an 'educated person.'
It provides a clear signal - to students, educators, regulators, and industry - that this university is committing to real thinking behind degrees.
