Sunday, 26 September 2021

Digital Endosymbiosis

Digital Endosymbiosis is a realignment of universals and particulars between the activities that take place in an institution and those which take place outside it. At the moment, disciplinary discourse is confused about what is particular and what is universal. One has only to look at the critical discourse to see the identification of "pathology" in various areas (obesity? bullying? global warming?), with little attempt to see that all pathologies have the same structure with specific realisations. As the tools we use to teach become better and more refined, the underlying patterns of universals will become increasingly apparent. However, I think it is likely that these tools will emerge inter-institutionally because this will be the most effective way that institutions can realise their plans to "digitalize" the curriculum. 

This seems to be what's happening in Copenhagen, where I think real progress has been made on our digitalization project (steering collective understanding of something nobody understands is hard - but we're getting there). Also in the last week, I have been running the Global Scientific Dialogue course in Vladivostok, which will feed into an inter-institutional initiative from the Russians in the form of a Learning Futures Laboratory. I see no reason why these things shouldn't come together. Meanwhile, just to remind me of how current institutional arrangements are not viable, also this week I have been in some pretty intense negotiations with my former university about intellectual property and potential commercialisation of a project I have been involved in for 5 years.  Everything seems to happen at once. Having said that, it may all be quite good in the end.

The Global Scientific Dialogue course was excellent - again. This year I did much more around technical skill - it really is a course that is tool-led, rather than content-led - and the tools I introduced the students to included AI, Google colab and P5. All of this is framed around asking "big questions" about the future, wicked problems, etc, for which they work in small groups supervised by a team of 20 teachers. I was worried I had lost them because I tried to do something quite ambitious with Python generating word-clouds with the students own data. Actually, it turns out that many gained exactly what I'd hoped: "programming is not so easy, but it is really interesting, I realise I can do it, and I want to know more". In a course for people many of whom have never programmed before, you can't hope for more than that. And there was a remarkable moment when those students who were more experienced effectively "took over" the class to help those who were struggling, each student sharing their screen, and other Russian students talking them through how to fix their problems. I've never seen that before online - it was like "Twitch does programming". 

In Copenhagen there's been some tension around whether digitalization is about changing the curriculum (and so developing more technical skill in students), or if it is about changing teaching. It is, of course, both. The problem we have in teaching in institutions today is that all our technology has been taken over by industrial concerns. This is the deep reason why education has become increasingly transactional - the industrial systems we use are transactional. I've hatched a plan to challenge this by developing new teaching tools in-house which invite students into a collaborative process of making those tools better, and so are introduced to the technical discourse outside. Moreover, this improvement process can be done inter-institutionally. Vladivostok, Copenhagen and Liverpool might be my first pilot users.  It means that institutions can start to build a technical niche for themselves in a shared environment which connects them more directly with the world outside. Without getting carried away by this, it may mean that in the fullness of time, the inter-institutional niche becomes the main focus of educational activity, with institutionally-bound activities become more specifically focused on deep conversation around disciplines and research. I see it as a kind of institutional endosymbiosis - universals outside, particulars inside. 

I think if there's a thread that runs through everything it is that the internet will eventually transform the institution of education in ways that it clearly hasn't until now. It won't be about online classes or any other online reproduction of the traditional academy. It will be about the necessity of every individual to adapt to the digital environment as it is actually unfolding, not as institutions teach it. This necessity will mean that something will happen between institutions, not inside them. The institution will not die, but it will change into something other than what it is at the moment. As tools for teaching different subjects are refined, it will become increasingly obvious that our tools reveal the commonalities between our disciplines - universals. Beyond the development of deeper tools for inquiry, the need is for institutions to to conduct the conversation about particulars. This is what I suspect the disciplinary discourse will turn into - much more about the discovery of special cases in nature or society - a critical movement which feeds into the ongoing refinement of our universals. 


Tuesday, 21 September 2021

Energy Collages in Vladivostok

When I went to the Paula Rego exhibition in London the other month, something really struck me about what Rego said about her technique of "collage". She talked about the sensual energy of tearing into something - pulling things apart (I can't remember the exact quote). My own experience too has suggested to me that there is something about tearing things apart and reassembling them. In the Global Scientific Dialogue course I've been running in Russia this week, collage and energy has been something of a theme: breaking things and fixing them. Today the students made collages from objects they found around them (inspired by Andy Goldsworthy). I'll post some of their images when I have permission from them. Yesterday, I made the  connection between tearing things apart and getting "stuck into" coding - breaking code and fixing it. There's more to be done with this, but it's all very promising. 

A lot of our social media is a collage. That is basically what a Facebook or Twitter "feed" is. It has an energy, and the continual rearrangement seems to keep on regenerating this energy. Is this why we find it addictive? Of course, its not unusual for "cheap" sources of energy to become addictive... that's what keeps McDonalds and Coca Cola in business, after all. The energy of the collages we make ourselves is hard-won; the breaking-apart of things is a real agony, and the rearrangement is a discovery. This is where the learning is.  

I've been reading Simondon's "Individuation in light of notions of Form and Information". There's a lot of stuff about energy there - both in physics and biology. Simondon goes back to the Aristotelian idea of "hylomorphism", critiquing the basic concept that in order to have any kind of "stuff", there must be some ideal form of the stuff to begin with. Hylomorphism was a doctrine to explain how it might be possible to get "something" from "nothing". The "idea" behind the thing was a way of explaining how this might happen. 

Getting something from nothing is a problem that has preoccupied physicists for most of the 20th century. If there was a "big bang" for example, where did that come from? Is a singularity something or nothing? 

I have been fascinated by Peter Rowlands's work because he turns this question around - it's not about "somethings" at all - everything is in a process of making successive "nothings". The algebra to support this idea derives from Hamilton's quaternions, and using this, it is possible to show how Einstein's mass-energy-momentum equation is really a Pythagorean triple, which factorises to zero.  But more basically, if everything is about nothing, and it is nothing which drives the process of creation in search of nothing, then we have no need for hylomorphism. 

But we do need energy. If E = mc^2, or rather E - mc^2 = 0, and this can be factorized into two expressions which represent "local" and "non-local" physical systems (whose product is nothing), then it might be possible to see how "tearing something apart" releases energy - the E in the equation. All as part of the continual process of resolving the tension between local and non-local to zero. 

Is this the driving force behind biological systems and learning? Does this explain why we are curious to know more? Cell division is, after all, a cut in the system - the creation of an asymmetry, rather like the tearing into a picture to make a collage.  Consciousness sits on cell division and self-organisation, local and non-local factors are mirrored in the relation between DNA and epigenetic marks. 

The mark of learning is to tear into things - to break things as a way of seeing things new. In Vladivostok I hope I have been there to support people doing this, and maybe in a few cases, to pick up the pieces when the shock of breaking something is too much. 

Wednesday, 1 September 2021

Technology has no Curriculum (How to teach fish about water)

If there is a central tension in the wrestling match between technology/digitalization and Universities, it is that the curriculum is the central pillar of educational organisation, and the web organises itself quite differently. The online world is the epitome of self-organisation - it is no accident that the systems theorists whose work gave rise to the technology also produced the constructivist epistemology which described how natural systems needed no rigid blueprint for their development. 

Education's "curriculum-blinkers" means that education "schoolifies" the world: everything it encounters in the environment must be boxed-off with learning outcomes, a course plan and a timetable.  If this cannot be done, then basically education can't deal with it. The problem can be described in systems terms: it is basically a problem of "requisite variety".

Education works by attenuating the environment (the world) into organisational structures whose fundamental purpose is to coordinate conversations and award certificates. Education has lower variety (complexity) than the environment, but because it also creates an important part of its cultural environment in the world (it creates a niche for itself), it is able to maintain a stable existence in a complex world: it has "requisite variety". Niche construction takes many forms, but includes creating criteria for certification which can only be offered by education, professionalisation, producing artificial scarcity of knowledge and learning opportunities, creating "failure" and "success", and enculturing the young from birth into the habits of formal education.

This process of education's niche construction has depended on the world being "schoolifiable" without too much loss of information about reality. Technology threatens this. As much as the champions of digitalization try to persuade us, technology has no curriculum. It is essentially and irreducibly transdisciplinary. Of course, we can teach those aspects of "computer science" that encapsulate some of the skills and techniques of using technology, but this is only a small aspect of what technology is, what it does, how we should think about it, and what we might do with it. 

Heidegger called the essence of technology "enframing" in his famously pessimistic but penetrating essay on technology ("The Question Concerning Technology"): enframing was a kind of encapsulation of the thinkable world, rather like Blake's "mind-forged manacles".  Being the reactionary idealist he was, technology led him to want to escape into a world of poetry instead, which he saw as offering a different mode of encounter: what he called "dwelling". But this is the same Heidegger who saw that the future of philosophy lay in cybernetics. His own struggles mirror the struggles that education is now having in dealing with a world that simply doesn't fit its conceptual scheme. 

Heidegger knew he was struggling to deal with conceptualising something that resisted conceptualisation. He was a product of a traditional education system. Little wonder technology troubled him so much. Those thinkers who came from rather less conventional backgrounds like Illich had a better grasp. Technology, rather like time, gives us nothing to get hold of in the conceptual frame from which we inspect it. Our organisational structures can't grasp it. And yet, in our daily practice, our industrial practices, our communications, our creativity, our concerns about what is right and wrong, we are all swimming in it. If fish had universities, would they be able to teach them about water?

All this is telling us that our curriculum-based practices will eventually have to give way to a different way of organising human development and organisation. And yet, say this to anyone in a University and they will look at you as if you are mad. But look at what is on the horizon. The noise the technology companies are making about the future of education, and the enormous sums of money that are being invested, is mostly hot-air and greed - but not entirely. 

In evolutionary history, the most flexible and adaptable organisms survive. So compare a university (any university - they're pretty much the same) with a company like Microsoft or Google. Which is more adaptable? Which is more flexible? 

This is not to say that Google's current pitches for the future of education are the future. They are unlikely to work. But they are playing a long-game. Many of our current technologies would have been considered science fiction 30 years ago. We cannot begin to imagine our technological environment in 30 years time. But preparing for the future is what adaptive organisations do. 

Companies caught in an "adaptation block" are now developing separate branches free from the constraints of conventional business organisation. Universities need to be doing this. 

Thursday, 12 August 2021

Digitalization In the Wires of the Institution

The defenders of the need for digitalization in Universities will point to the fact that the world does indeed seem to be "going digital". AI, big data and coding skills do appear to be needed in industry, and Universities are currently not ensuring that enough of their graduates are equipped with these skills. However, this is not to say that "going digital" is always an advisable move. Systems consultant John Seddon made the point a while back that "going digital" can be the last thing an organisation needs to do when what is really needed is a careful and strategic analysis of demand. One of the problems with digitalization is that it can generate its own demand (what Seddon calls "failure demand"), and this can exacerbate any underlying problems that a business had in meeting the already existing demand. Going digital is an easy management action - but a great deal of thought and care needs to be taken. Recent experiences with failed Covid apps are a good case in point. 

But if you examine those companies which are "digital", or who have gone digital successfully, being digital means more than simply using AI or data analysis. Not everyone in a digital company does data analysis, but successful companies will wire themselves in such a way that those who have deep technical knowledge can communicate with those who are more concerned with customer relations, personnel, or finance. These interconnections are vital to effective organisational adaptation: as technology advances and demand shifts, so arguments must be made as to what to purchase, develop, update, who to train, delivery targets, and so on. One might conceive of the digital business as a kind of "network", but it is more than that. It is a network which knows how to rewire itself. One has only to look at Microsoft, Amazon or IBM to see the power of the ability to rewire a business. 

The process of "rewiring" is not simply a process of assuming that certain connections will automatically be made with the "right tools". Human beings, like many biological organisms, are built for rewiring themselves, but this takes time and energy in which we need to learn about ourselves and our own wiring. Every new connection requires the conditions within which trusted communications can evolve. In biology, the creation of these conditions is the critical moment in the establishment of connection: it is the creation of a niche for communication. In industry, niche construction is a precursor to organisational shifts which ultimately result in changes to the ways in which transactions are conducted with customers. Of course, customers only see the transactions - they don't see the processes which underlie the organisational changes to how the business operates. This is a problem when businesses see education as a customer.  

Education is all about rewiring - it's basically another word for learning. It is much more about rewiring than it is about transactions. Because technologies have been adopted by education from industry, there has been a steady shift away from seeing education as about rewiring, to seeing education as being about transactions. Worse still is the fact that, when positioned as customers of industries (like Microsoft or Instructure, for example), education doesn't even see that the businesses that sell to them are actually much better at rewiring themselves than the educational institutions whose fundamental purpose is rewiring. The transactional processes they become absorbed in mask the importance of the niche-construction that is necessary for the rewiring to take place. 

If digitalization in education is to mean anything at all, it must mean that more flexible institutions which know how to rewire themselves are developed. Only with this kind of flexibility will educational institutions be able to adapt to a changing world and equip learners with their own capacity to rewire themselves. Unfortunately, digitalization is seen in terms of either "knowledge" (for example, digital literacy) or skill (programming, proficiency), both of which miss the point. The point is adaptability, and wiring the institution to instil adaptability lies at the heart of successful digitalization in industry. 

What needs to happen to instil adaptive tendencies? It is probably the capacity to create niches for innovative communications, experimentation and the development of new forms of organisation. That means, in turn, being prepared to embrace uncertainty, throw away trusted models, look at the world differently: uncertainty is the key driver where new communications are born.

We only have to look at industry to see how this is done. One of Satya Nadella's first acts at Microsoft was to introduce a new range of concepts including cloud computing and service oriented architecture, and to deprioritise the key products which the "old guard" believed were the cornerstone of corporate stability (notably, Windows). What that did was create a good deal of uncertainty, which in turn created the conditions for new networks and activities. What would this kind of shift of priorities look like in a University? Dispose of the curriculum? Commit to free and open education?  Disband the Computer Services department? Cap the salaries of managers so that management becomes a service to academics? This is niche creation.

In the niche, we learn new things about each other. This is the most important thing about rewiring. It's not just the technical architecture that needs to be rewired. It is the people - teachers, learners and managers. That can only happen if teachers, learners and managers understand how each other is wired. Technology follows: it is the thing which facilitates the rewiring, but in many ways it is the last stage. 

The real problem we have with the digital in education is not skills or tools; it is that the prevailing structures of the institution prevent rewiring. When everything is turned into a transaction, there is no space to create a new niche. When everything is turned into a transaction, universities have become the mere customers of corporations who, it turns out, are much better at transforming themselves than the universities are. 

This situation can be fixed, but it requires a combination of technical imagination and humane leadership. More importantly, it requires that the technical imagination can get under the skin of the institution and into its wiring. If it can do that, then new niches are possible, and new forms of organisation can be created. That, in the end, is what the digital can do for us - but it is for us to demand it. 

Monday, 9 August 2021

Looking where the niche is: Creating the Conditions for Dialogue in Education

One of the things that Covid exposed in education is the extent to which learning has become transactionalised. When face-to-face engagements were removed and technology took centre stage, it was highly noticeable that the learning platforms with which we are all now familiar, managed transactions: "watch this video, respond to this forum, write this essay, here are your marks". 

Of course, education has basically been this for a very long time, but with the removal of the physical context, the raw transactions seemed particularly cold. There is a yearning to "get back to normal" - despite the fact that "normal" is little different in terms of the transactions of education, or indeed, its platforms. But the physical context of education makes the transactional stuff bearable - and perhaps this is a problem.

As institutions massified their operations, making things more transactional appeared an essential requirement to deal with scale. The only way this could be done without people complaining was to amplify the compensation for transactionalisation. That was the coffee bar, the sports hall, the evermore plush (and expensive) student accommodation, and so on. There are very important educational and developmental things going on in these contexts, and while they obscured the transactional coldness of the business of the university, university managers might have believed that the transactionalising of education could continue unabated.

The online move has represented a change of physiological context. It is not a matter of online vs face-to-face, but different epigenetic environments (myself and a couple of friends wrote about this a while ago: Covid-19 and the Epigenetics of Learning | SpringerLink). The biology of learning has barely touched on this, but fundamental to any biological learning adaptation is the construction of a niche within which growth and development is possible. We don't as yet have the means of studying this in detail, but it seems to me that understanding the  processes of niche-construction is essential if we are to have institutions which embrace the technological context that we are all now in and encourage dialogue.

What is a niche? It is a home. At a systems level, it is taming of the complexities of the environment such that growth is possible. Think of a spider's web - that is a niche which the spider constructs. We do the same in education, but a niche in education creates the conditions for dialogue. When Rupert Wegerif talks about the importance of trust (here: What is a 'dialogic self'? - Rupert Wegerif), that is the process of establishing a home for learners and teachers together, which makes their communications not only possible, but probable.

I'm very interested in how niches are constructed. Niches are not constructed through transactions: something else happens, and I think this is what was missing in our Covid technological experiments. 

The key feature of a niche is pattern (again, think of a Spider's web, a bird's nest, beehive, etc). Information theorists call pattern "redundancy", and I find this technical description useful.  Patterns can be formed by the rules of a game (although "rules" themselves emerge through patterns of interaction). More deeply, I think patterns are discovered through a deep physiological engagement. It is the root of intersubjectivity - what Alfred Schutz called "tuning-in to the inner-world of each other". When we do "ice-breakers", this is what is really happening. 

What I think is particularly remarkable is that deep questioning in the light of some shared experience can begin to reveal a niche for dialogue. There is a difference between deep questions and shallow questions: it may be a physiological difference. Certainly, thinking deeply feels different to shallow thinking. Why is this?

It's as if we spin our webs inside us, and join them up at their deepest point. The deepest point (and this was I think, something Schutz was aware of, even if he didn't spell it out) is that we are all made of the same cell-stuff. So does the depth go right back into our cells? Our current cognitive/neuro obsessions prevent us from thinking this, I suspect - but neurons are cells: in fact they are cells which stem from the same developmental "germ layer" as our skin, and like all cells, they share their earliest developmental zygotic processes with all living creatures (you can see the germ layers being formed in this amazing video: Watch a single cell become a complete organism in six pulsing minutes of timelapse | Aeon Videos). Is thinking "deep" going back to evolutionary origins where we all came from? Is that our real niche?

If this deep niche construction is what is needed for dialogue, then the transactional and shallow focus of institutional organisation needs to change. While dialogue is the central purpose of all education, the institutional conditions for dialogue are the institutional conditions to facilitate niche construction at a scalable level. Technology can, I believe, help us to do this. 

There is no reason why the physiological conditions of learning cannot embrace technology or even remote engagement. But I think starting to think about the physiology before we think about the transactions is critical. Creative activities or games, for example, are not just a "different" kind of activity; they are deeper physiologically.  This is quite obvious when we see kids engaging with each other on Twitch.

The niche is where the light gets in...


Monday, 2 August 2021

Technology and Education as Energy Flows

There is some biological evidence for the role of inter-related parameters - particularly with regard to time and gravity in cellular development. For example, when taken into zero gravity, the biological development of cells "stalls" (this has been done with yeast and lung cells). Cells become a kind of "zombie" - nothing happens, time stops. When gravity is restored, development continues. So the removal of one of the fundamental parameters on which the equation for life depends (gravity) produces interference in another parameter of development: time. Normally we might think that such an interference in biological processes might occur through an epigenetic intervention (some chemical in the environment). But this isn't chemical, but a fundamental force. This suggests that physics goes very deep into biology, and biological origins.

One of the ideas of John Torday which has got me thinking most is the idea that a phenotype - any phenotype - is an "agent" which seeks information from its environment, driven by the demands of its internal operations with the ultimate aim of resolving the totality of its evolutionary history within its current informational context. What "resolving" means here, for Torday, is reconciliation within its original evolutionary state - the original "unicell". And since we are all phenotypes built on phenotypes, this process is ongoing at many levels of organisation, resulting (and this is the really intriguing thing) in the operations of mind.

Another interpretation of "resolution" is the "creation of zero" which one would get from the balancing of an equation, or a homeostatic equilibrium. Torday has been influenced by Peter Rowlands's physics, in which zero is everything, and Peter has shown how the mathematics of Hamilton's quaternions can explicitly show how zero can be made by manipulating the equations of Einsteinian relativity, or Dirac's quantum mechanics. What this means is that zero is an attractor, driving an ongoing evolutionary process. 

Another way of thinking about zero as an attractor is to see it as a flows of energy from one "level" of zero to another at a higher organisational level. There is some justification for thinking about zero as energy: Einstein's Mass-Energy-Momentum equation can be reinterpreted in the form of Pythagoras's triangle, which can then be shown to be an expression of zero in terms of mass, space, time and charge. What's powerful about that is that time is a fundamental parameter in the resolution: we tend not to think that material things embrace time, but Einstein says they do (because of the speed of light in the equation). Obviously, biological material things do embrace time, so this backs up the intuition that the evolutionary history must be considered in the behaviour of organisms - time and history are embedded in their structure. The same goes for social institutions (which are perhaps another kind of "phenotype")

Technologies embrace time too. The late Bernard Stiegler is broadly right about this: technologies are not mind-independent objects. A materialist view of technology is an the error. So what about thinking of technology as energy - or rather, technology as a fundamental component in evolutionary energy flows? 

Intuitively this makes sense to me. Quite literally, I find technology gives me energy - but only at some points. Nobody would do anything with technology if it didn't excite us.  It can, of course, also drain us. So at the point where it's exciting, there is an opening up of new possibilities. So is that the phenotype establishing a new level of balance? 

I think the important point here is that technological development is not material development, but energetic development. And technology is only one dimension of energetic development. Art, love, learning and politics are all things which can produce energetic development. They too are about gaining information from the environment. And each dimension (or parameter) is related to each other. Technology and science produce political effects, for example. But if each parameter is co-related then we need a way of examining the dynamics between them. 

At the level of human experience, our emotions are barometers of energy flows. We stall when one of the parameters we need to drive ourselves forwards is missing: something is lacking in the epigenetic environment. Restoring it requires finding ways of rebalancing our evolutionary development.

Our thinking about education is materialist and causal. We perceive educational outcomes as material products, not as flows of energy. This is partly because we haven't known how to organise ourselves to do anything else. What fascinates me about this scientific work is that it might give us new options for examining what actually happens in development beyond material productions.

Tuesday, 27 July 2021

Challenging Perceptions of "Traditional University Education"

There are three critical and fundamental developments underway in higher education today:

  1. Confusion about the place of technology in education, which manifests as a crude "face-to-face vs online" discussion, but which reveals a much deeper confusion about education, learning and tool-use more generally.
  2. Confusion about the moral status of traditional disciplines in light of increasing awareness of their colonial roots, and acknowledgement of the effect that traditional disciplines (and those that uphold them) play in reproducing structural inequalities in society which have their roots in patriarchy and racism.
  3. Confusion about the purpose of education and its usefulness - made worse by the increasingly transactional nature of learning within most universities.
No discipline is safe from any of these. Technology obviously has made its presence felt over the last 18 months or so, and yes - we are all "zoomed out". But are we zoomed-out because of Zoom, or are we zoomed-out because of what we've done with Zoom? Even if the pandemic hadn't happened, we were probably staring at screens just as much as we had been during it. Perhaps we weren't quite so rigidly staring into a camera resisting the temptation to pick our noses, but we were staring at screens nonetheless. So what is it about our perception that was different during the pandemic? What was different in our physiology? This is a question about perception - technology blurs the bounds of conventional categories.

Perception about categories concerning the moral status of education are also changing. Black Lives Matter and MeToo have heralded fundamental changes to the way we look at institutions and the behaviour of people in them. What was it about the film industry that let Weinstein do what he did and get away with it? What is it about architecture education that allows for casual racism and sexism (as students at the Bartlett this week have revealed: Bartlett launches investigation after racism and sexism allegations (msn.com)) Why does traditional music education teach about a load of white male composers, or teach theories developed by other white men who had a vested interest in using their theory to promote the supremacy of their own culture? Some might be dismayed by the iconoclasm or the no-platforming - but iconoclasm always involved a fundamental perceptual shift. That's what matters.

Then there is the perception of the value of education itself.  This is the difference between what is perceived in the university and what is perceived in the outside world. Do they fit? Does one prepare for the other? Or does the university simply allow intelligent young people, who - if thrown into the world would work it out without a university - are instead allowed to be cossetted away from reality for a huge fee, are stressed from pointless assignments and grade obsessions, and set up with unreasonable expectations when they leave? This is going to become a bigger question as the world moves on and universities don't. 

What are we to make of these perceptual shifts? What's to be done with the "traditional academy"?

At the root of all of this is the relation between perception and knowledge. Universities have never taken perception that seriously. Their game was always knowledge because knowledge was measurable, structured and certifiable (even if this is notoriously inaccurate).  But knowledge sits on perception, and in the end, it is perception and its close cousin, "judgement", that matters. 

I wonder if, despite its best efforts (for example, reflective learning - although hardly a success) traditional education can't enter this confused realm of perception and judgement. Perhaps only direct engagement with the real world can do that. And educationally, only personal experience and experiment with one's own life can really produce the kind of learning which can equip the young with sufficient flexibility and good judgement to navigate a world where the traditional categories are vapourising before us. To quote Marion Milner, we now are all in a "Life of One's Own", and the focus of our inquiry is not on mastering traditional disciplines as much as finding enough space in our lives for individuation and creativity.