There has been an interesting brief discussion on Twitter recently that has hinged around whether and how people are ‘good’ at learning. As Kelly Matthews observes, though, Twitter is not the right place to go into any depth on this, so here is a (still quite brief) summary of my perspective on it, with a view to continuing the conversation.
Humans are nearly all pretty good at learning because that’s pretty much the defining characteristic of our species. We are driven by an insatiable drive to learn at from the moment of our birth (at least). Also, though I’m keeping an open mind about octopuses and crows, we seem to be better at it than at least most other animals. Our big advantage is that we have technologies, from language to the Internet, to share and extend our learning, so we can learn more, individually and collectively, than any other species. It is difficult or impossible to fully separate individual learning from collective learning because our cognition extends into and is intimately a part of the cognition of others, living and dead.
However, though we learn nearly all that we know, directly or indirectly, from and with other people, what we learn may not be helpful, may not be as effectively learned as it should, and may not much resemble what those whose job is to teach us intend. What we learn in schools and universities might include a dislike of a subject, how to conceal our chat from our teacher, how to meet the teacher’s goals without actually learning anything, how to cheat, and so on. Equally, we may learn falsehoods, half-truths, and unproductive ways of doing stuff from the vast collective teacher that surrounds us as well as from those designated as teachers.
For instance, among the many unintended lessons that schools and colleges too often teach is the worst one of all: that (despite our obvious innate love of it) learning is an unpleasant activity, so extrinsic motivation is needed for it to occur. This results from the inherent problem that, in traditional education, everyone is supposed to learn the same stuff in the same place at the same time. Students must therefore:
submit to the authority of the teacher and the institutional rules, and
be made to engage in some activities that are insufficiently challenging, and some that are too challenging.
This undermines two of the three essential requirements for intrinsic motivation, support for autonomy and competence (Ryan & Deci, 2017). Pedagogical methods are solutions to problems, and the amotivation inherently caused by the system of teaching is (arguably) the biggest problem that they must solve. Thus, what passes as good teaching is largely to do with solving the problems caused by the system of teaching itself. Good teachers enthuse, are responsive, and use approaches such as active learning, problem or inquiry-based learning, ungrading, etc, largely to restore agency and flexibility in a dominative and inflexible system. Unfortunately, such methods rely on the technique and passion of talented, motivated teachers with enough time and attention to spend on supporting their students. Less good and/or time-poor teachers may not achieve great results this way. In fact, as we measure such things, on average, such pedagogies are less effective than harder, dominative approaches like direct instruction (Hattie, 2013) because, by definition, most teachers are average or below average. So, instead of helping students to find their own motivation, many teachers and/or their institutions typically apply extrinsic motivation, such as grades, mandatory attendance, classroom rules, etc to do the job of motivating their students for them. These do work, in the sense of achieving compliance and, on the whole, they do lead to students getting a normal bell-curve of grades that is somewhat better than those using more liberative approaches. However, the cost is huge. The biggest cost is that extrinsic motivation reliably undermines intrinsic motivation and, often, kills it for good (Kohn, 1999). Students are thus taught to dislike or, at best, feel indifferent to learning, and so they learn to be satisficing, ineffective learners, doing what they might otherwise do for the love of it for the credentials and, too often, forgetting what they learned the moment that goal is achieved. But that’s not the only problem.
When we learn from others – not just those labelled as teachers but the vast teaching gestalt of all the people around us and before us who create(d) stuff, communicate(d), share(d), and contribute(d) to what and how we learn – we typically learn, as Paul (2020) puts it, not just the grist (the stuff we remember) but the mill (the ways of thinking, being, and learning that underpin them). When the mill is inherently harmful to motivation, it will not serve us well in our future learning.
Furthermore, in good ways and bad, this is a ratchet at every scale. The more we learn, individually and collectively, the more new stuff we are able to learn. New learning creates new adjacent possible empty niches (Kauffman, 2019) for us to learn more, and to apply that learning to learn still more, to connect stuff (including other stuff we have learned) in new and often unique ways. This is, in principle, very good. However, if what and how we learn is unhelpful, incorrect, inefficient, or counter-productive, the ratchet takes us further away from stuff we have bypassed along the way. The adjacent possibles that might have been available with better guidance remain out of our reach and, sometimes, even harder to get to than if the ratchet hadn’t lifted us high enough in the first place. Not knowing enough is a problem but, if there are gaps, then they can be filled. If we have taken a wrong turn, then we often have to unlearn some or all of what we have learned before we can start filling those gaps. It’s difficult to unlearn a way of learning. Indeed, it is difficult to unlearn anything we have learned. Often, it is more difficult than learning it in the first place.
That said, it’s complex, and entangled. For instance, if you are learning the violin then there are essentially two main ways to angle the wrist of the hand that fingers the notes, and the easiest, most natural way (for beginners) is to bend your hand backwards from the wrist, especially if you don’t hold the violin with your chin, because it supports the neck more easily and, in first position, your fingers quickly learn to hit the right bit of the fingerboard, relative to your hand. Unfortunately, this is a very bad idea if you want a good vibrato, precision, delicacy, or the ability to move further up the fingerboard: the easiest way to do that kind of thing is to to keep your wrist straight or slightly angled in from the wrist, and to support the violin with your chin. It’s more difficult at first, but it takes you further. Once the ‘wrong’ way has been learned, it is usually much more difficult to unlearn than if you were starting from scratch the ‘right’ way. Habits harden. Complexity emerges, though, because many folk violin styles make a positive virtue of holding the violin the ‘wrong’ way, and it contributes materially to the rollicking rhythmic styles that tend to characterize folk fiddle playing around the world. In other words, ‘bad’ learning can lead to good – even sublime – results. There is similarly plenty of space for idiosyncratic technique in many of the most significant things we do, from writing to playing hockey to programming a computer and, of course, to learning itself. The differences in how we do such things are where creativity, originality, and personal style emerge, and you don’t necessarily need objectively great technique (hard technique) to do something amazing. It ain’t what you do, it’s the way that you do it, that’s what gets results. To be fair, it might be a different matter if you were a doctor who had learned the wrong names for the bones of the body or an accountant who didn’t know how to add up numbers. Some hard skills have to be done right: they are foundations for softer skills. This is true of just about every skill, to a greater or lesser extent, from writing letters and spelling to building a nuclear reactor and, indeed, to teaching.
There’s much more to be said on this subject and my forthcoming book includes a lot more about it! I hope this is enough to start a conversation or two, though.
Hattie, J. (2013). Visible Learning: A Synthesis of Over 800 Meta-Analyses Relating to Achievement. Taylor & Francis.
Kauffman, S. A. (2019). A World Beyond Physics: The Emergence and Evolution of Life. Oxford University Press.
Kohn, A. (1999). Punished by rewards: The trouble with gold stars, incentive plans, A’s, praise, and other bribes (Kindle). Mariner Books.
Paul, A. M. (2021). The Extended Mind: The Power of Thinking Outside the Brain. HarperCollins.
Ryan, R. M., & Deci, E. L. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Publications.
Title: It ain’t what you do, it’s the way that you do it, that’s what gets results
Abstract: In an educational system, no teacher ever teaches alone. Students teach themselves and, more often than not, teach one another. Textbook authors and illustrators, designers of open educational resources, creators of curricula, and so on play obvious teaching roles. However, beyond those obvious teachers there are always many others, from legislators to software architects, from professional bodies to furniture manufacturers . All of these teachers matter, not just in what they do but in how they do it: the techniques matter at least as much as the tools and methods. The resulting complex collective teacher is deeply situated and, for any given learner, inherently unpredictable in its effects. In this talk I will provide a theoretical model to explain how these many teachers may work together or in opposition, how educational systems evolve, and the nature of learning technologies. Along the way I will use the model to explain why there is and can be no significant difference between outcomes for online and in-person teaching, why teaching to perceived learning styles research is doomed to fail, why small group tutoring will always (on average) be better than classroom teaching, and why quantitative research methods have little value in educational research.
Students are now using AIs to write essays and assignments for credit, and they are (probably) getting away with it. This particular instance may be fake, but the tools are widely available and it would be bizarre were no one to be using them for this purpose. There are already far too many sites providing stuff like product reviews and news stories (re)written by AIs, and AIs are already being used for academic paper writing. In fact, systems for doing so, like CopyMatic or ArticleGenerator, are now a commodity item. So the next step will be that we will develop AIs to identify the work of other AIs (in fact, that is already a thing, e.g. here and here), and so it will go on, and on, and on.
This kind of thing will usually evade plagiarism checkers with ease, and may frequently fool human markers. For those of us working in educational institutions, I predict that traditionalists will demand that we double down on proctored exams, in a vain attempt to defend a system that is already broken beyond repair. There are better ways to deal with this: getting to know students, making each learning journey (and outputs) unique and personal, offering support for motivated students rather than trying to ‘motivate’ them, and so on. But that is not enough.
I am rather dreading the time when an artificial student takes one of my courses. The systems are probably too slow, quirky, and expensive right now for real-time deep fakes driven by plausible GANs to fool me, at least for synchronous learning, but I think it could already convincingly be done for asynchronous learning, with relatively little supervision. I think my solution might be to respond with an artificial teacher, into which there has been copious research for some decades, and of which there are many existing examples.
To a significant extent, we already have artificial students, and artificial teachers teaching them. How ridiculous is that? How broken is the system that not only allows it but actively promotes it?
These tools are out there, getting better by the day, and it makes sense for all of us to be using them. As they become more and more ubiquitous, just as we accommodated pocket calculators in the teaching of math, so we will need to accommodate these tools in all aspects of our education. If an AI can produce a plausible new painting in any artist’s style (or essay, or book, or piece of music, or video) then what do humans need to learn, apart from how to get the most out of the machines? If an AI can write a better essay than me, why should I bother? If a machine can teach as well as me, why teach?
This is a wake-up call. Soon, if not already, most of the training data for the AIs will be generated by AIs. Unchecked, the result is going to be a set of ever-worse copies of copies, that become what the next generation consumes and learns from, in a vicious spiral that leaves us at best stagnant, at worst something akin to the Eloi in H.G. Wells’s Time Machine. If we don’t want this to happen then it is time for educators to reclaim, to celebrate, and (perhaps a little) to reinvent our humanity. We need, more and more, to think of education as a process of learning to be, not of learning to do, except insofar as the doing contributes to our being. It’s about people, learning to be people, in the presence of and through interaction with other people. It’s about creativity, compassion, and meaning, not the achievement of outcomes a machine could replicate with ease. I think it should always have been this way.
Originally posted at: https://landing.athabascau.ca/bookmarks/view/15164121/so-this-is-a-thing
Today I sent this letter from staff at Athabasca University to the Albertan Advanced Education Minister and Board of Governors of the University, cc’d to various government & opposition politicians in Alberta, and a few selected journalists:
I strongly support the university’s continuing presence in the town of Athabasca, but not the forced relocation of any staff to the area. As an online community, I believe it to be in the interests of all staff and students of the university, including residents of the town of Athabasca, that all university staff who can and who wish to work from home, whatever their role, should be allowed to make that home wherever they choose.
The 149 signatories to the letter included academic staff (46%), managers (12%), administration staff (12%), professional staff (33%), RAs (1%) and tutors/academic experts (7%). 48% live in the region of Edmonton, 19% in the region of Calgary, 15% in rural Alberta outside Athabasca region, 8% in the region of Athabasca, 5% in Ontario, 3% in BC, 1% in Nova Scotia, and 1% in Saskatchewan. A further 3 staff signed the letter anonymously, and a number of others expressed general agreement with the main points made but, for various reasons, chose not to sign. One more signed today, after I had sent the letter.
How this came about
For context, the Government of Alberta has made a number of demands, under threat of withdrawal of funding, that would require 500 additional staff to move to Athabasca (notably including all the executive staff), that would force us to end our near-virtual strategy, and that would require us to change our focus from teaching anyone and everyone to teaching Albertans, with an initial deadline of 2024/25. This is our president’s explanation and response. Perhaps as a result of public outrage, the minister responsible has since claimed the deadlines are negotiable, and suggested that a little flexibility might be allowed (given that the demands are literally impossible to meet), but he has not stepped back on the basic requirements, and has repeatedly emphasized that he will force all of the executive team to work on the Athabasca campus, despite also claiming he will not force anyone to work there, among other contradictions.
I sent an email to an assortment of staff that I know a week ago today, asking them to sign the statement above and pass it along to other staff members. I did not want to use any official channels to send it for fear that it would be seen as being driven by those with partisan positions to defend (none-the-less, I did receive one anonymous comment from someone who did not sign it because they had received it via their boss and assumed it was driven from the top – it was not!). Because of the viral approach to dissemination, I am fairly certain that it failed to reach all AU staff, and the signatories are almost certainly skewed to people I know, and those who know people I know. I suspect that some groups (especially tutors and administrators) are under-represented. I therefore have no way of telling what percentage of recipients actually signed the letter, but those who signed make up around an eighth of the workforce in total. The Board of Governors is required to give a response to the Government of Alberta’s demands tomorrow, August 31st, so I had to pull all of this together hastily, otherwise I am confident that the letter would have gained more signatures.
A brief summary of the comments
As well as signing the letter, I also asked the staff to (optionally) provide comments. I am not going to include the 20 or so pages of these from scores of staff members that I received in full here, though they are full of fantastic ideas, expressions of concern, (sometimes heart-rending) stories, as well as expressions of caring for one another, for their communities, for the university, and for the students they work for. Once they are fully anonymized, I may share them later. However, I will attempt a summary now.
Many – including those living in the Athabasca region – speak of how much they value being able to work from home, and that they would reluctantly seek new employment if that option were not available. For example, one employee writes: I am a resident of Athabasca and I choose to live here; I have proven (since March 2020) that my job can be successfully executed virtually from my home office. My work-life balance has improved significantly because I can work from home.
Even faculty – who would not be required to move – speak of resigning were this to occur.
Some mention the importance of understanding the needs of our students, or express concern about the effects that the disruption caused by this initiative would cause.
Many mention difficulties they would face working at Athabasca. Often, this is due to the needs of their families, especially with regard to job opportunities and health. This is a particularly poignant comment that expresses several of the concerns shared by many: I initially applied for a position with AU because it was in a small community that I wanted to raise my family in. However, my spouse was not able to find work after he was laid off with the decline in oil and gas and my son needed specialized services that the town did not have. Therefore, I applied for an Edmonton position so my spouse could find work to help support the family and my son could access the services he required.
Another, living in Athabasca, writes: If I were place based at the AU Campus, I would have to use my vacation to care for [my sick child] which would significantly decrease the amount of vacation available to me if not completely exhaust my allowable annual vacation.
Another writes: I am struggling with this forced relocation as I will not be forced to relocate away from my children. My husband would be out of a job. We would make a loss on our home if we were forced to sell to relocate. I have been going through cancer treatment and my oncologist and medical Team are located in Edmonton and I would jeopardize my health moving away from my health care team.
Some express the concern that AU would suffer from a hugely diminished job pool. For example: Allowing work from home and not forcing employees to relocate to another province means retaining staff, retaining expertise, widening the applicant pool so as to entice top talent across Canada, and positions AU as a leading employer. AU students can take courses anywhere in the world — AU staff should be able to work from anywhere in Canada.
Others observe the need for big improvements to infrastructure, services, and transport links for the town to accommodate greater numbers, though a couple suggest they might accept incentives to move there. Quite a few think that it would do active harm to the town were substantial numbers to relocate. As one staff member puts it: Placing all your eggs in one basket (or relying on one or two industries) will not provide the economic security and stability required for long-term success.
Several explicitly draw attention to the point made in the letter that the executive team should not have to live there.
Some ask that the government should stop interfering with the operations of the university. Many would like to be more involved in conversations being held privately between the Board of Governors and the Government of Alberta, asking for their voices to be heard by all parties in the dispute.
Some challenge the notion that AU should be required to bear the burden of supporting the town. For example, one writes: AU is one of Alberta’s four CARUs and as such, its mandate should be about education and research, not about economic development of a region. No other company or university has such mandate or responsibility.
Some provide suggestions for ways we can expand on what we are already doing to provide services to the region, and to take more advantage of our unique location for research: there are many good suggestions and reports of existing initiatives among the comments, such as this: FST is home to Science Outreach Athabasca which is an organization supported by faculty and members of the town of Athabasca that has been engaging the community of Athabasca for 20 years and hosted over 120 public talks, science camps, nature hikes, butterfly counts, and other activities. We also host lab sessions for junior high and high school students in Athabasca schools which our faculty volunteer to do. Our research activity in FST has been growing in environmental science and computational biology with three research chairs and recruitments of new faculty to increase our capacity in remediation, long-term monitoring, aquatic systems, rural sustainability, and regenerative design, to name a few.
A few express concern with intimidation they have faced when attempting to voice opinions not held by those with louder voices and political positions to defend. Though mostly not included in the comments, personal messages to me expressed relief and gratitude at being allowed to express opinions they were afraid to share with colleagues and town residents, because of fears of reprisal or ostracization. One, that is included, put it well: I’m tired of my voice not being heard which is why I decided to compose this letter. I’m tired of being told, I’m tired of the lobbyist/activists, Municipal and Provincial Governments not respecting the voices on the “other side”
This is the comment I received after sending the letter today, that is quite representative of several others:
Athabasca University is an online university and has been operating efficiently with the work from home environment and I believe will continue to do so with the a near virtual environment. I support the near virtual initiative.
The full range of comments is far richer, far more nuanced, and far more varied than what I have been able to summarize here and I apologize to the many dozens of people who provided them for not doing them as much justice as they deserve.
I hope that the recipients read and act on the letter. At the very least, they will have a far better idea of the needs, concerns, and feelings of a significant portion of AU staff than they had before, and I hope that will colour their judgment.
Thank you, everyone who signed, and thank you to all who will read it. I will be circulating the full letter and addendum to as many of those who signed it as possible over the next day or two.
My heart briefly leapt to my throat when I saw Thursday’s Globe & Mail headline that the Albertan government had (allegedly) dropped its insane plan to force Athabasca University to move 65% of its workforce to the town of Athabasca. It seemed that way, given that the minister for post secondary education was referring to his demands and accompanying threat as only a ‘suggestion’ (broadly along the lines of Putin’s ‘suggestion’ that Ukraine should be part of Russia, perhaps). However, other reports, have said that he has denied any change in his requirements, albeit that he now claims it is open to negotiation. A ham-fisted negotiation tactic or just plain confused? I hope so, but I doubt it. I think that this is just a ploy to push the real agenda through with little resistance, and largely unnoticed. In the Globe & Mail article, the minister goes on to say “I would indeed like to see, at a bare minimum, senior executives and administrative staff be based in the town, as they have been for the past several decades.” A majority of what might be described as administrative staff do probably live in Athabasca anyway, and there is no reason for any of them to leave, so that’s just gaining a few easy election points from town voters. If the government actually wanted to help the town it would invest in the infrastructure and support needed to allow it to thrive, which it has signally failed to do for several decades, at least. No, his main target is clearly the senior executives: basically, he and the UCP want to put a team of executive lackeys in charge so that they can push their agenda through unopposed by anyone they care about. They have already sacked the incumbent and installed a chair of the board of governors who will do their bidding, and they have increased representation on the board from the town of Athabasca so this is the obvious next step. The execs won’t have to be fired. If they are required to move to Athabasca, most of what is probably the best executive team ever assembled in this or any other Albertan university will resign. Whoever replaces them will do the UCP’s dirty work, largely free from media oversight. Job done, bad press averted.
The UCP will, I am very sad to say, appear to have support from our own professional and faculty union (AUFA), even though most of us will, whether weakly or strongly, oppose it. This is because AUFA has a small but disproportionately powerful caucus in Athabasca, members of which have been deeply involved with an activist group called KAAU (Keep Athabasca in Athabasca University), who actually paid an insider lobbyist to start this fracas in the first place. Seriously. A casual observer might perceive at least a portion of the union’s leadership as putting the interests of the town ahead of the interests of the university. At best, their loyalties appear to be divided. The evidence for this is all too apparent in press statements and blog posts on the subject. Though most of us (including me) support the continuing presence of AU in Athabasca, these posts do not represent the views of most of those in the union, only those in charge of it. Only around 20% or thereabouts of AUFA members actually live in Athabasca, a percentage that has steadily fallen over the course of the last two decades, and almost all of those are professional members, not academics. Most members who had the chance to leave over the past 20 years did so. This is a point worth dwelling on.
We shape our buildings…
Athabasca is a tiny, inclement (-40 in Winter, bugs in summer) Northern town over 180km away from the nearest International airport. There is one (private) bus from Edmonton leaving late at night that arrives in town at 2:46am after a 3+ hour journey on a small, treacherous road. When it got too big for its Edmonton home, the university was (disastrously) moved there by a conservative government in 1984, ostensively to fill a gap left by the closure of the town’s main employer, but more likely due to the property interests held there by those behind the plan. About half the faculty resigned rather than work there. Ironically, the first president of AU deliberately named the university after a geographical feature of Alberta (the Athabasca River) precisely to avoid associating it with any city or region, so that local politics wouldn’t interfere with its mission. We might have been named after a mountain were it not that the University of Alberta happened to be demolishing Athabasca Hall (a students’ residence) at the time, so the name was free for us to use. It had nothing whatsoever to do with the town. It is possible that the president who named it was even unaware of the town’s existence or, at least, considered it to be too insignificant to be an issue.
Whatever charms the town may have (and it has a few), Athabasca has been a hobble for AU from the very start. I wrote about this at some length 5 years ago, just as we were on the cusp of making the massive changes we have been implementing ever since, but I would like to focus on two particularly relevant aspects in this post: the effects on the hiring pool, and the short-circuiting of communication with the rest of the university.
Firstly, it is really difficult to attract good employees to the town. Some residents of Athabasca will say that they feel insulted by this, believing that it implies that they are not the best and brightest. This is either disingenuous or a confirmation that they are, in fact, not the best and brightest, because all it means is that we have fewer good people to choose from. There are, of course, some incredibly smart, talented, creative people who live in Athabasca. But, equally, some are not: we have too often had to pick the best of a not-too-great bunch. The more people we expect to live in Athabasca, the bigger the problem of those who are not the best and brightest becomes. The undesirability of the place is confirmed by the KAAU itself, whose biggest complaint – the one that (at least on the face of it) drove their lobbying and union discontent in the first place – is that people have been leaving the town in droves since they were no longer required to stay, which pretty much says all that needs to be said. It is also notable that faculty and tutors are not and have never successfully been required to work in the town in all the university’s history, because it would be impossible to recruit sufficient numbers of sufficient quality, a fact that all parties involved in this (including the minister) acknowledge. We should get the best possible staff for almost every role – we all play some role in our distributed teaching model – but it is true in spades, plus some, for our executive team who, more than anyone else, have to be the most excellent that we can get. Right now, we have the best executive team that has ever been assembled at AU, bar none, and that is only possible because – for the first time ever – none of them have had to live in Athabasca.
…and our buildings shape us
Athabasca has, overwhelmingly, been home for staff that support but that do not directly implement its mission. Historically, these staff (predominantly administrators) have had extremely privileged access to the the leaders of the university compared with the rest of us. Even if they didn’t bump into them socially or in the canteens and halls, they would talk to people that did. And they would be the ones attending meetings in person while the rest of us phoned in or, in latter years, struggled with webmeeting systems that never really worked properly for in-person attendees, despite absurdly expensive equipment designed to support it. Fixing this was never a particularly high priority because those with the power to do so were the ones attending in-person, and it was just fine for them. Inevitably, Athabasca residents had a much better idea of what was going on and who was doing what than anyone else. More problematically, they had far greater influence over it: they didn’t ask for this, but they certainly got it. It is no wonder that they are now peeved, because most of their power, influence, and control over everything has been massively diminished since most of the execs left town. Their perception – voiced on many occasions by the Athabasca-dominated union – that too much has recently been happening without consultation and that there is not enough communication from our leaders is, objectively speaking, completely false: in fact, it is far better than it has ever been, for those of us (the majority of staff) living remotely. They just no longer have a direct line themselves. I think this is the root of most of the union troubles of the last few years, whether consciously or not, and of the current troubles with the Albertan government.
In-person communities short-circuit online communities. I’ve seen it in teaching contexts a thousand times over: it just takes one group to branch off in person to severely damage or destroy a previously successful online community. Without fail, online communication becomes instrumental and intermittent. Tacit knowledge, in particular, disappears (apart from for the in-person group). Researchers like me (and many others at AU, including our president, in some of his former roles) have spent a great deal of time trying to make native online tools, systems, and working/teaching approaches that reduce these effects, but with only limited success. Combining fully online and in-person communities invariably wrecks the online community. Only when it is fully online, or when the online community is just an extension of the in-person community, can it thrive. Without the best of research-driven online tools and processes (most of which are not implemented at AU), hybrids are a disaster, and they are not much improved with even the best we have to offer.
In the past, the problem was partially offset by the fact that we had a few smaller learning centres elsewhere, in St Albert, Edmonton and Calgary (and, formerly, Fort McMurray), that were visited by the execs with varying frequency. However, this created what were, in many ways, bigger problems. It was incredibly inefficient, environmentally damaging, and expensive, wasting a lot of time and energy for all concerned. More significantly, although it helped to keep the exec team to be a little more in touch with others around the university and it helped to fill gaps in online communication for those living near them, it actually exacerbated the problem for our online community, because it created yet more in-person enclaves and cliques that developed independently of one another, sharing very little with the rest. Our business school, for instance, lived an almost entirely separate life from the rest of the university, in its own campus in St Albert (a satellite city attached to Edmonton), running its own largely independent communications and IT infrastructure but frequently meeting in person. As a result, we never developed the kind of unified online culture needed to sustain us.
Even more importantly, few of those with the power to change it ever learned what remote working was like for our students, so we didn’t create that online culture or community for them, either. Because of the inequalities that ensued, those of us who did know what it was like were not able to adequately influence the rest (especially the executive team) to get something done about it, because we were crowded out by the clamour of local communities. It’s not that the problem was unrecognized: it’s just that immediate operational concerns of in-person employees always came first. This was – and remains – a huge mistake. Too few of our students feel they belong, too few barely if ever interact with another student, too few see anything of the university beyond the materials provided for the courses they take. We have some excellent teaching processes, but processes (even the best) are only a part of what makes for a rewarding education. Yes, we do have plentiful support of all kinds, teaching approaches that should (for some but not all faculties) provide opportunities to develop relationships with human tutors, and the occasional opportunity to engage more broadly (mainly through the Landing), but many students completely bypass all of that. The need for it is beyond obvious, as evidenced by large number of Discords, Facebook Groups, Subreddits, and so on that they set up themselves to support one another. However, these are just more isolated enclaves, more subcultures, more virtual islands, without a single unifying culture to knit them together.
Online communication at AU has, as a direct result of its physical campuses, always tended to be extremely instrumental and terse, if it happened at all. When I arrived 15 years ago, most of my colleagues hardly ever communicated online with colleagues outside of a formal, intentional context. Those of us who did were yet another little clique. Emails (which were and remain the most commonly used tech) were only sent if there were a purpose, and most of the tacit knowledge, that more than anything else makes a traditional institution work despite its typically dire organization, was absent. In its place the university developed a very rigid, unforgiving, impersonal set of procedures for pretty much everything, including our teaching. If there was no procedure then it didn’t happen. There were gigantic gaps. The teaching staff – especially tutors but also most of the faculty – were largely unable to share in a culture and the admin-focused tacit knowledge that resided largely in one remote location. This was the largest part of what drove Terry Anderson and I to create the Landing: it was precisely to support the tacit, the informal, the in-between, the ad-hoc, the cultural, the connective aspects of a university that were missing. We touted it as a space between the formal spaces, actively trying to cultivate and nurture a diverse set of reasons to be there, to make others visible. Treating it as a space was, though, a mistake. Though it did (and does) help a little, the Landing was just another place to visit: it therefore has not (or has not yet) fulfilled our vision for it to seep into the cracks and to make humans visible in all of our systems. And we were not able to support the vital soft, human processes that had to accompany the software because we were just academics and researchers, not bosses: technologies are the tools, structures, and systems and what we do with them, but what we do with them is what matters most. We need much more, and much better, and we need to embed it everywhere, in order to get rid of the short circuits of in-person cliques and online islands. A further death-knell to our online community was instigated by the (Athabasca-dominated) union that one day chose – without consultation – to kill off the only significant way for AUFA members to communicate more informally, its mailing list, only reluctantly bringing it back (after about 2 years of complaints), in a diluted, moderated, half-assed format that did not challenge their power. From an informal means of binding us, it became another instrumental tool.
Despite the problems, it would be a senseless waste to pull out of Athabasca. We need a place for the library, for archives, for outreach into communities in the region, for labs, for astronomy, and to support research based in the region, of which there is already a growing amount. Virtually no one at the university thinks for a moment that we should leave the town. We are just doubling down on things to which it is best suited, rather than making it a centre of all our operations. If people want to live there, they can. We can make a difference to an under-served region in our research, our outreach, and our facilities, and we are constantly doing more to make that happen, as a critical part of our reinvention of the university. It has symbolic value, too, as the only physical space that represents the university, albeit that few people ever see it.
Athabasca should never become the seat of power, whether due to numbers of collocated workers or because it is where the exec team are forced to live. I am not singling the town out for special treatment in this: nowhere should play this role. We are and must be an online community, first and foremost. This is especially the case for our exec team. In fact, the more distributed they are the better. They will not walk the talk and fix what is broken unless they live with the consequences, and they are the last people who should be clustered together, especially with a particular employee demographic. This brings benefits to the university and to the communities to which we belong, including to Athabasca.
By far the greatest threat from the Albertan government’s intrusions and our own union’s efforts to restore their personal power is to the identity and culture – the very soul – of the institution itself. Slowly (too slowly) and a bit intermittently we have, in recent years, been staggering towards creating a unified, online-native culture that embraces the whole institution. It has not been easy, especially thanks to the Athabascan resistance. But, regardless of their interference, we have made other mistakes. Our near-virtual implementation was the result of a large group representing the whole university, but one that lacked well-defined leadership or a clear mandate, that rushed development due to the pandemic, and that ignored most of what it found in its investigations of needs in its report to the university, leading to a hasty and incomplete implementation that has caused some unrest, most notably among those at Athabasca who are used to the comforts and conveniences of in-person working. For the majority of us who were already working online before the pandemic, things have got better, for the most part, but the benefits are very uneven. Too often we have poorly replicated in-person processes and methods to accommodate the newcomers, leading to (for instance) endless ineffectual meetings and yet more procedures. The near-virtual strategy remains a work in progress, and things will improve, but it got off to a stumbling, over-hasty start.
With limited funds, and contributing to the multiple failings of the near-virtual plan, we have signally failed to put enough effort into developing the technical infrastructure needed to support our nascent online community (one of the main needs identified by the near-virtual committee but not appearing in any meaningful way in the plan). I think we really should have focused on creating workable technologies to support our own community before working on teaching and administrative systems (or at least at the same time) but, after a decade of neglect while we were on the verge of bankruptcy, I guess we did need to fix those pretty urgently because they are what our students depend on. It’s just a bit tricky to pull yourself up by your own bootstraps if you are still using off-the-shelf tools designed to support in-person organizations (and commercial ones at that) rather than those designed for a virtual institution, especially when the more important human and organizational aspects are still rooted firmly in place-based thinking. I wrote about one aspect of that the other day. This won’t be a problem for long, I hope. The fruits of the reinvention of our student-facing systems – that is taking up the bulk of our development resources right now – should start to appear around the end of this year, if the Albertan government or our own union doesn’t destroy it first. I hope that we can then get round to fixing our own house because, if we don’t, we will be easy prey for the next politician seeking easy votes and/or a sly buck from their investments.
Shaping our lives
The title of this post is a quote from Churchill. In fact, he liked it so much that he used variants on the phrase (sometimes preferring ‘dwellings’ to ‘buildings’) a number of times over a course of decades. I could equally have used Culkin’s (usually misattributed to Mcluhan) ‘we shape our tools and then our tools shape us’ because, as the first president of the university recognized many decades ago, we exist as a university within our communications network, not in a physical nor even a virtual space.
The recursive dynamic implied by Churchill’s and Culkin’s aphorisms applies to any complex adaptive system. In most systems – natural ecosystems, money markets, ant-trails, cities, and so on – this leads to metastability and adaptation, as agents adapt to their environments and, in the process, change those environments, in an endless emergent cycle of evolution. However, the large and slow moving elements of any complex system influence the small and fast moving far more than vice versa and humans are the only creatures that we know of who can deliberately mess with this dynamic by making radical and rapid changes to the large and slow moving parts of the spaces in which they dwell. In the past it has happened to Athabasca University due to the machinations of a small number of self-serving politicians and geographically located cliques, not due to educators. If we can prevent government interference and diminish the significance of those cliques then we can change that, and we have been doing so, rebuilding our systems to serve the needs of staff and students, not of a few land developers or groups of local residents. This is not the time to stop. We are on the verge of creating a viable community and infrastructure for learning that could scale more or less indefinitely, where everyone – especially the students – can feel a part of something wonderful. Not cogs in machines, not products, but parts of an organic, evolving whole to which we all belong, and to which we all contribute. This matters: to our staff, to our students, to the people of Alberta, to the people of Canada, to the world. We should not be condemned to merely serve a small part of the economic needs of a small community, nor even of a province or country. If we follow that path then we will whimperingly shrink into a minor anachronistic irrelevance that appears as no more than a footnote in the annals of history, out-competed by countless others. Athabasca University matters most because it (not quite alone, but as part of a small, select pack of open and distance institutions) is beating a path that others can follow; an open, expansive, human-centred path towards a better future for us all. Let’s not let this die.
Essentially, because this was what I was invited to do, the paper shrinks down over 10,000-words from my article Educational technology: what it is and how it works (itself a very condensed summary of my forthcoming book, due out Spring 2023) to under 4,000 words that, I hope, more succinctly capture most of the main points of the earlier paper. I’ve learned quite a bit from the many responses to the earlier paper I received, and from the many conversations that ensued – thank you, all who generously shared their thoughts – so it is not quite the same as the original. I hope this one is better. In particular, I think/hope that this paper is much clearer about the nature and importance of technique than the older paper, and about the distinction between soft and hard technologies, both of which seemed to be the most misunderstood aspects of the original. There is, of course, less detail in the arguments and a few aspects of the theory (notably relating to distributed cognition) are more focused on pragmatic examples, but most are still there, or implied. It is also a fully open paper, not just available for online reading, so please freely download it, and share it as you will.
Here’s the abstract:
To be human is to be a user, a creator, a participant, and a co-participant in a richly entangled tapestry of technologies – from computers to pedagogical methods – that make us who we are as much as our genes. The uses we make of technologies are themselves, nearly always, also technologies, techniques we add to the entangled mix to create new assemblies. The technology of greatest interest is thus not any of the technologies that form that assembly, but the assembly itself. Designated teachers are never alone in creating the assembly that teaches. The technology of learning almost always involves the co-participation of countless others, notably learners themselves but also the creators of systems, artifacts, tools, and environments with and in which it occurs. Using these foundations, this paper presents a framework for understanding the technological nature of learning and teaching, through which it is possible to explain and predict a wide range of phenomena, from the value of one-to-one tutorials, to the inadequacy of learning style theories as a basis for teaching, and to see education not as a machine made of methods, tools, and systems but as a complex, creative, emergent collective unfolding that both makes us, and is made of us.
Originally posted at: https://landing.athabascau.ca/bookmarks/view/14622408/my-latest-paper-learning-technology-and-technique-now-online-in-the-canadian-journal-of-learning-and-technology
This is very kind! I am sorry for all the very, very, very bad thoughts I have been thinking about you and your party. So, all we had to do was ask, eh?
We currently (in ball park terms) have about 300 staff in Athabasca out of a total of roughly 1200 staff overall. You want 65% of us to live there. So, what we need is:
ongoing funding to pay the salaries of 1500 new staff;
good, diverse, well-paid jobs for their families (yes, we have families);
support for building new homes to house the new staff;
computers, software, cloud services, high speed reliable internet to the town (not the rubbish we have now) for those new staff;
extra buildings to house them on the campus, including canteens, leisure facilities, etc;
regular, frequent transit links to the town of Athabasca.
We’ll let you off paying for 8 of those staff if you let our execs live wherever the hell they want. Maybe you could re-use the absurdly overblown presidential accommodation to house a family or six.
This is just a guess, but I think that, in total, such assistance might just about raise the government funding per student that you currently so generously provide us to around 70-80% of what you currently give to other Albertan universities.
It’s still a damn fool place to put a university so you’d better be prepared to offer some much better incentives for those you are forcing to live there. Higher pay, of course, maybe a free vehicle (electric, of course – you wouldn’t want to increase the outrageously high environmental impact of this proposal even more, would you?). If you expect us to do proper research, attracting international and national partners and research students, we will need at least a good rail link to the nearest international airport (you could have one built at Athabasca, perhaps? Imagine the additional benefits to Northern communities! Who wouldn’t want to fly to Athabasca rather than, say, Edmonton or Calgary?). You should probably improve and better maintain the road into town so that it stops killing and injuring our colleagues. We really don’t like that aspect of the job. It puts people off working there.
So, at the end of it, with all these additional expenses, you might have to put us nearly on par for per-student funding with the rest of Alberta’s comprehensive research universities. On the bright side, you’ll not have to pay for all the lawsuits and payouts for constructive dismissal, nor the humiliation of having destroyed one of the world’s finest universities, and I bet it would win you a ton of votes.
Thank you for the offer. Over to you.
P.S. And please, please, please would you just stop it with the micromanaging? It would save us all much unnecessary work and pain. More savings there.
P.P.S. And please stop talking about “not reinventing the school’s mandate but simply trying to reverse the trend away from it” by the way. You’re just lending fuel to the popular misconception that there are liars, damned liars, and politicians. I suppose you mean the mandate forced on us against our will 40 years ago that made the president and half the faculty resign? The one that was rescinded decades ago because it was completely unworkable for a university hoping to hire top quality researchers, teachers, tutors, professional staff, and administrators? That one?
P.P.P.S. ‘An ultimatum (/ˌʌltɪˈmeɪtəm/; Latin for ‘the last one’) is a demand whose fulfillment is requested in a specified period of time and which is backed up by a threat to be followed through in case of noncompliance’. Sound familiar?
For anyone else reading this…
Wherever you live, please make your views known by contacting the Minister, Demetrios Nicolaides, at firstname.lastname@example.org, or comment on social media, by tagging @demetriosnAB on Twitter, #abpse, #abpoli. Blog about it, write to the press about it, lobby outside the gates of the Albertan legislature, tell your friends, whatever: make a fuss.
Brilliant. The short answer is, of course, yes, and it doesn’t do a bad job of it. This is conceptual art of the highest order.
This is the preprint of a paper written by GPT-3 (as first author) about itself, submitted to “a well-known peer-reviewed journal in machine intelligence”. The second and third authors provided guidance about themes, datasets, weightings, etc, but that’s as far as it goes. They do provide commentary as the paper progresses, but they tried to keep that as minimal as needed, so that the paper could stand or fall on its own merits. The paper is not too bad. A bit repetitive, a bit shallow, but it’s just a 500 word paper- hardly even an extended abstract – so that’s about par for the course. The arguments and supporting references are no worse than many I have reviewed, and considerably better than some. The use of English is much better than that of the majority of papers I review.
In an article about it in Scientific American the co-authors describe some of the complexities in the submission process. They actually asked GPT-3 about its consent to publication (it said yes), but this just touches the surface of some of the huge ethical, legal, and social issues that emerge. Boy there are a lot of those! The second and third authors deserve a prize for this. But what about the first author? Well, clearly it does not, because its orchestration of phenomena is not for its own use, and it is not even aware that it is doing the orchestration. It has no purpose other than that of the people training it. In fact, despite having written a paper about itself, it doesn’t even know what ‘itself’ is in any meaningful way. But it raises a lot of really interesting questions.
It would be quite interesting to train GPT-3 with (good) student assignments to see what happens. I think it would potentially do rather well. If I were an ethically imperfect, extrinsically-driven student with access to this, I might even get it to write my assignments for me. The assignments might need a bit of tidying here and there, but the quality of prose and the general quality of the work would probably result in a good B and most likely an A, with very little extra tweaking. With a bit more training it could almost certainly mimic a particular student’s style, including all the quirks that would make it seem more human. Plagiarism detectors wouldn’t stand a chance, and I doubt that many (if any) humans would be able to say with any assurance that it was not the student’s own work.
If it’s not already happening, this is coming soon, so I’m wondering what to do about it. I think my own courses are slightly immune thanks to the personal and creative nature of the work and big emphasis on reflection in all of them (though those with essays would be vulnerable), but it would not take too much ingenuity to get GPT-3 to deal with that problem, too: at least, it could greatly reduce the effort needed. I guess we could train our own AIs to recognize the work of other AIs, but that’s an arms war we’d never be able to definitively win. I can see the exam-loving crowd loving this, but they are in another arms war that they stopped winning long ago – there’s a whole industry devoted to making cheating in exams pay, and it’s leaps ahead of the examiners, including those with both online and in-person proctors. Oral exams, perhaps? That would make it significantly more difficult (though far from impossible) to cheat. I rather like the notion that the only summative assessment model that stands a fair chance of working is the one with which academia began.
It seems to me that the only way educators can sensibly deal with the problem is to completely divorce credentialling from learning and teaching, so there is no incentive to cheat during the learning process. This would have the useful side-effect that our teaching would have to be pretty good and pretty relevant, because students would only come to learn, not to get credentials, so we would have to focus solely on supporting them, rather than controlling them with threats and rewards. That would not be such a bad thing, I reckon, and it is long overdue. Perhaps this will be the catalyst that makes it happen.
As for credentials, that’s someone else’s problem. I don’t say that because I want to wash my hands of it (though I do) but because credentialling has never had anything whatsoever to do with education apart from in its appalling inhibition of effective learning. It only happens at the moment because of historical happenstance, not because it ever made any pedagogical sense. I don’t see why educators should have anything to do with it. Assessment (by which I solely mean feedback from self or others that helps learners to learn – not grades!) is an essential part of the learning and teaching process, but credentials are positively antagonistic to it.
Originally posted at: https://landing.athabascau.ca/bookmarks/view/14216255/can-gpt-3-write-an-academic-paper-on-itself-with-minimal-human-input
In the convocation prayer offered by Elder Maria Campbell each year for Athabasca University graduands, she asks for blessing that their journeys be “rich, gentle, and challenging”. I can’t think of a more perfect wish than this. Each word transforms and deepens the other two. It’s truly beautiful. Every time I hear those words (or, technically, read them – they are actually spoken in Cree) they tumble together in my head for days. I am reminded of these lines (that are about music, but that seem perfectly apt here) from Robert Browning’s Abt Vogler:
And I know not if, save in this, such gift be allowed to man
That out of three sounds he frame, not a fourth sound, but a star.
On this graduation day I wish all our departing students rich, gentle, and challenging lives, and (as Maria Campbell goes on to say, gently acknowledging troubles to come) that the roads they travel are not too bumpy.
These are the slides from my invited talk at the 11th International Conference on Education and Management Innovation (ICEMI 2022), June 11th. The talk went down well – at least, I was invited to repeat the performance at a workshop (where I gave a very similar presentation today – if you’ve seen one, you probably know the content of the other!) and to give a keynote later in the year.
It’s about how methods of teaching that solve problems for in-person teachers don’t apply online, and it provides a bit of advice on online-native approaches. I’ve talked quite a bit about this over the past decade so there’s not much new in it apart from minor refinements, though I have put a greater emphasis on what goes on outside the classroom in physical institutions because I’m increasingly thinking that this matters way more than we normally acknowledge. Notably, I discuss the ways that physical institutional structures and regulations provide significant teaching functions of their own, meaning that in-person teachers can be absolute rubbish or (in some subject areas or topics) even fail to turn up, and students can still learn pretty well. This helps to explain the bizarre phenomenon that, across much of in-person academia, professors and lecturers are not expected to learn how to teach (and many never do).
Here’s the abstract…
In-person educational institutions teach, at least as much as the individual teachers they employ. Students are taken out of their own environments and into that of the institution, signalling intent to learn. The physical environment is built for pervasive learning, from common rooms, to corridors, to campus cafes; students see one another learning, share learning conversations, learn from one another. Even the act of walking from classroom to classroom makes events within them more salient. Structures such as courses, timetables, semesters, and classes solve problems of teaching efficiently within the constraints of time and space but impose great constraints on how teaching occurs, and create multiple new pedagogical and management problems of their own. The institution’s regulations, expectations, and norms play a strong pedagogical role in determining how, and when learning occurs. Combined with other entrenched systems and tools like credentials, textbooks, libraries, and curricula, a great deal of the teaching process occurs regardless of teachers. What we most readily recognize as ‘good’ teaching overcomes the problems caused by these in-person environments, and exploits their affordances.
Online institutions have radically different problems to solve, and radically different affordances to exploit, so it makes no sense to teach or manage the learning process in the same ways. Online, students do not inhabit the environment of the institution: the institution inhabits the environment of the student. It is just one small part of the student’s physical and virtual space, shared with billions of other potential teachers (formal or not) who are a click, a touch, or a glance away. The institution is just a service, not the environment in which learning occurs. The student picks the time, the space, the pace, and virtually all the surrounding supports of the learning process. Teachers cannot actively control any of this, except through the use of rewards, punishments, and the promise of credentials, that force compliance but that are antagonistic to effective or meaningful learning. In this talk, I will discuss the implications of this inverted dynamic for pedagogy, motivation, digital system design, and organizational structures & systems for online learning.