# ON INTELLIGENCE AND THE RUIN OF THE UNIVERSITIES: A REVIEW OF OUR PRESENT DISTEMPER It is a melancholy fact, and one which must be stated with the directness that these pages have always preferred to pleasant evasion, that the great Universities of Britain find themselves in the position of men who have deliberately trained themselves to excel at a task which machines can now perform with indifferent competence—and who, having perceived this catastrophe advancing upon them for a full generation, have done almost nothing to alter course. The matter deserves examination not merely as an institutional failure, though it is certainly that, but as a profound revelation of how institutions know and what they do with knowledge. Here lies a question far more searching than any concerning mere curricula: it concerns the architecture of thought itself, and the terrible gap between institutional sight and institutional will. ## The Visible Shift and the Invisible Paralysis Let us begin with what cannot be disputed. The Universities knew. The evidence accumulated in plain sight: the first machine learning systems that could digest and regurgitate information appeared years before they achieved genuine fluency. The trajectory was visible to anyone who attended to it seriously. Yet what followed was not reformation but optimization—a doubling-down, a more rigorous training of students in precisely those capacities which machines were learning to replicate. The student who could recall, synthesize, and present received the highest marks. The student who could question the framework itself, who could perceive the inadequacy of the question being asked, remained, as ever, the perpetual embarrassment of the system. This was not stupidity. This was something more interesting and more damning: it was institutional rationality of a peculiar kind. The Universities could measure recall. They had built elaborate machinery for its assessment: the examination, the essay graded by rubric, the dissertation evaluated against established criteria. The very structure of academic advancement—the tutorial system, the lecture, the seminar conducted by Socratic method—had been optimized over centuries for the transmission and testing of retrievable knowledge. When a Dean looked at her institution, she saw a vast apparatus of measurement and certification. When she looked at the future, she saw machines that could do what her apparatus measured. But to reform the institution would require her to dismantle the very thing she could see and measure and control. The institutions thus faced a choice which they did not articulate, because articulation would have been politically fatal: they could either transform themselves into something they could not yet measure, or they could continue to perfect what they could measure, knowing all the while that this perfection was becoming obsolete. They chose the latter. Not from malice, but from the deep structural inability of institutions to reform themselves on the basis of knowledge they do not yet know how to institutionalize. ## The Causal Knot at the Heart of the Matter Here we must pause and attend to a subtlety which the seed of this inquiry has rightly identified as the crucial one. The problem is not that the Universities failed to see the shift. It is that they saw it and could do nothing about it—or rather, could do nothing about it while remaining Universities as currently constituted. This is a causal problem of the first order, and it reveals something about how institutions think that goes far beyond the particular case of higher education. An institution is not a mind. It is a structure of incentives, measurements, and accountabilities. When an individual within that institution perceives a problem that would require dismantling the very apparatus by which she is measured and held accountable, she faces what we might call a *causal inversion*: the knowledge that would save the institution is precisely the knowledge that, if acted upon, would destroy her position within it. The professor who argues that examinations should be abolished is arguing for the abolition of the primary means by which her own competence is demonstrated. The Dean who argues that the University should stop certifying retrievable knowledge is arguing that the University's primary product—the degree, the transcript, the credential—has become obsolete. This is not a failure of perception. It is a failure of *causal agency*. The people inside the institution see the problem clearly. But they cannot be the agents of its solution, because the solution would require them to act against the very structure that gives them standing to act at all. What is worse—and here the matter becomes genuinely tragic—is that the institution's awareness of the problem actually makes it *worse*. Knowing that machines will soon own the tier of recall, the Universities have not reformed their measurement systems; they have made them more rigorous, more demanding, more perfectly optimized. The result is that students are now trained with greater intensity in capacities that are becoming worthless. The cost of this error is borne not by the institution, which will simply rebrand itself, but by the students, who arrive at the threshold of their productive lives having been trained with great care and expense to do something that any machine can do better. ## What Intelligence Actually Is—And What the Universities Have Mistaken It For It is necessary at this point to confront directly the question posed at the head of this inquiry: what is intelligence? The conventional answer—the answer embedded in the Universities' structure—is that intelligence is the capacity to acquire, retain, and accurately reproduce information and the formal operations performed upon it. It is measurable, gradable, and certifiable. It is what can be tested in three hours under examination conditions. This is not merely a narrow definition; it is a false one, and the Universities have always known it to be false, which is precisely what makes their institutional behavior so interesting. Every University professor knows that intelligence, in any meaningful sense, is something else entirely. It is the capacity to perceive which questions matter. It is the ability to recognize when the frame itself is wrong. It is the judgment to know when a rule should be broken, and the wisdom to know when it should not. It is the creativity to imagine solutions that did not exist before. It is the courage to say "I don't know, and here's why that matters." It is the humility to recognize that your own thinking is constrained by assumptions you haven't yet perceived. None of these capacities can be measured by examination. None of them can be reliably graded. None of them can be certified in a way that an employer can confidently rely upon. And therefore, the Universities—being institutions of measurement, grading, and certification—have largely ceased to teach them. The irony is exquisite: the Universities have optimized themselves for the measurement of a form of intelligence that is not actually intelligence at all, in any sense that matters for human flourishing or social progress. They have done so while perfectly well understanding that this is what they were doing. And they have continued to do so even as machines have begun to demonstrate that this particular capacity—the one they measure—is not the seat of human distinctiveness at all. ## The Question of Judgment, and Why Institutions Cannot Teach It The seed of this inquiry asks a question that cuts to the very heart of the matter: what does it mean to teach judgment in an institution architecturally designed to reward recall? The answer is: it cannot be done. Not because judgment is unteachable—it is not—but because an institution cannot simultaneously reward two things that are structurally opposed. Judgment requires the freedom to be wrong. Recall requires the certainty of being right. Judgment requires the space to explore implications that lead nowhere. Recall requires the efficiency of paths that lead directly to certified knowledge. Judgment requires the student to challenge the premise of the question. Recall requires the student to accept the premise and answer it well. An institution could be built to teach judgment. It would look nothing like a University. It would have no examinations, or examinations would be used only as one among many forms of feedback, not as the primary measure of achievement. It would have no grades, or grades would be narratives rather than numbers. It would have no degrees, or degrees would certify nothing except that the bearer had spent time in the company of people thinking seriously about difficult things. It would have no specialization, or specialization would be understood as a deepening of thought rather than a narrowing of focus. It would have no career prospects, or rather, it would be understood that the only career prospect is the life of the mind itself. In other words, it would have none of the things that make an institution governable, fundable, and credible in the eyes of the public and the state. The Universities face, then, a genuine dilemma, and it is not a dilemma of perception but of structure. They can measure and teach recall, and they can do this very well, and they can certify it, and employers can rely upon it, and parents can see the value, and governments can fund it. Or they can teach judgment, and they can do this reasonably well, but they cannot measure it, and they cannot certify it, and employers cannot rely upon it, and parents will not pay for it, and governments will not fund it. As long as the Universities must survive as institutions—as long as they must be funded, governed, and credentialed—they will choose the former. The shift toward machines that can do recall better than humans has not solved this dilemma; it has only made it more acute, more visible, and more tragic. ## The Cost, and Who Pays It It remains to ask: who bears the cost of this institutional failure? The answer is clear, and it should provoke shame in anyone who has benefited from the current system. The cost is borne by the students. The student arrives at University believing, as she has been taught to believe, that her intelligence consists in her capacity to learn what is taught and reproduce it accurately. She trains this capacity with great intensity for three or four years. She receives high marks, which confirm that she has done well. She graduates with a degree, which certifies that she has succeeded. And then she discovers that the very capacity she has trained so carefully is now performed better by machines, and that the capacities which actually matter—judgment, creativity, the ability to ask better questions—were never taught, never measured, never certified, and therefore were never taken seriously. She bears the cost. The institution does not. The institution will simply rebrand itself. It will announce that it is now teaching "critical thinking" and "twenty-first century skills." It will add a few seminars in which students discuss their feelings about technological change. It will make vague commitments to "preparing students for an uncertain future." And then it will continue, as before, to measure and reward recall, because that is what its structure allows it to measure and reward. The student, meanwhile, has lost years of her life and spent considerable sums of money to acquire capacities that machines can now perform better, and she has received no training in the capacities that actually matter. She cannot sue the University for this. She cannot demand a refund. The contract she signed was for a degree, and she has the degree. That the degree has become worthless is not the University's problem—or rather, it is the University's problem only insofar as it must find some way to continue selling degrees to the next cohort of students. ## The Possibility of Reform, and Why It Will Not Come It is sometimes suggested that the Universities might reform themselves, that they might begin to teach judgment rather than recall, that they might accept the challenge posed by machine intelligence and use it as an opportunity to refocus on what actually matters. This suggestion is well-meaning but naive. Institutional reform of this magnitude cannot come from within the institution, because the institution's entire structure of authority, measurement, and accountability is built on the very thing that needs to be abandoned. The professor cannot lead the reform, because her standing within the institution depends on her success at teaching recall. The Dean cannot lead the reform, because her success is measured by her institution's standing in rankings that measure, among other things, the quality of its students' recall. The Trustee cannot lead the reform, because her fiduciary duty is to preserve the institution's value and reputation, and radical transformation threatens both. Reform, if it comes, will come from outside. It will come from new institutions, built by people who are not constrained by the existing apparatus of measurement and certification. It will come from employers who begin to hire based on demonstrated judgment rather than certified credentials. It will come from a cultural shift in which the degree loses its power as a signal of intelligence. It will come, in other words, from the world making the Universities obsolete, not from the Universities choosing to make themselves new. In the meantime, the current system will persist, optimizing itself more perfectly for a task that machines can do better, training students more intensively in capacities that are becoming worthless, and bearing no cost for any of this, because the cost is borne by others. This is not a failure of intelligence. It is a failure of will, embedded in a structure that makes will irrelevant. It is, in other words, a perfect exemplification of how institutions think—which is to say, how they fail to think, and how they continue to fail even when they can see the failure clearly. The tragedy is not that the Universities did not see the shift coming. The tragedy is that they saw it, understood it, and did nothing—and that their doing nothing was structurally inevitable, which makes it all the more damning.