Showing posts sorted by relevance for query aristotle. Sort by date Show all posts
Showing posts sorted by relevance for query aristotle. Sort by date Show all posts

Tuesday, March 20, 2012

Aristotle (384-322 BC) – science, music and Golden Mean


Teacher to Alexander the Great and Plato’s pupil, Aristotle, is in some ways a more important educational theorist and philosopher than Socrates or Plato. His work has resonated down the ages, and although we have only fragments from his book On Education, we have enough secondary evidence to piece together his theories on the subject.
Empirical, scientific approach
Like Plato, founded a school, the Lyceum  but his teaching ran counter to Plato’s love of abstract reason, as he did not believe in a transcendental system of Forms, Aristotle introduced a more empirical approach to theory and learning with more emphasis on the physical sciences. Of course, much of his science is wrong, and his idea of purposefulness wrong headed, but he set us on a path towards investigation, observation and knowledge, based on experience, that would prove to be a positive legacy over the last 2000 years.
Greek ideal
As a proponent of the Greek ideal of an all-round education he recommended a balance of activities that train both mind and body, including debate, music, science and philosophy, combined with physical development and training. This ideal has had a profound influence on the West’s idea of education and schooling. Character and ethical behaviour was also important, extolled through his theory of the Golden Mean (everything in moderation). Modern schools and universities have, to a degree, this classical ideal in their core values.
Practice as well as theory
Despite his position as one of the World’s greatest philosophers, he showed great concern for practical and technical education, in addition to contemplation. He would be genuinely puzzled by our system’s emphasis on theory rather than practice. Learning by doing was a fundamental issue in his theory of learning. 'Anything we have to learn to do we learn by the actual doing of it...’ he says, echoing many a modern theorist. This is not to forget theory and theorising, only to recognise that education needs to be habitually reinforced through practice. Not that we should read too much into this, as he, like Plato, still had an essentially elitist view of education, with vocational training an activity for the lower classes.
Moral education
To be moral one must behave morally but also be informed by reason. This is interesting, as Aristotle recognised that one can teach young people to be moral without them having to understand why. He seemed to understand that altruism was built-in and that teaching by example was fine, only later do we engage in reflection on why this is so.
Music
Music education was of particular interest for Aristotle, and Plato. He saw it as an important educational technique, a builder of character and good for the soul, as well as a useful pastime. You learn how to recognise and control the different hues of emotion. To be clear, he meant learning how to play a musical instrument and sing, not just listening music.
Lifelong learning
Education was for Aristotle a fundamental activity in life, an intrinsic good and should not be seen as instrumental. ‘Better a philosopher unsatisfied, than a pig satisfied’ to quote his peer and contemporary, Plato. And this philosophical view of education is one of his main concerns. Education is not the mere transmission of knowledge, it is a preparation for participation in a fulfilled life that reflects and acts on ethical and political grounds. It is as much about rights than getting things right and should be state controlled until 21, then continue for the rest of one’s life. Yet another Greek, lifelong learner.
Conclusion
The schism between Plato and Aristotle, theory and practice, teaching and research, humanities and science, lives on in our curricula, schools and Universities. Aristotle, in the western tradition was the first to break with philosophical reasoning as the primary approach to education. However, his theories, along with those of Plato, also gave rise to scholasticism that was to send the search for knowledge and education into more than a millennium of decline. It wasn’t until the Renaissance and subsequent Enlightenment that recovery was possible. Nevertheless, Aristotle remains a towering figure and we have somehow recovered components of the Greek ideal through this Renaissance recovery to build educational systems that recognise this legacy.
Bibliography
Aristotle The Nicomachean Ethics, London: Penguin. (The most recent edition is 1976 - with an introduction by Barnes).
Aristotle The Politics (A treatise on government), London: Penguin.
Bauman, R.W. (1998) Aristotle’s Logic of Education New York Peter Lang
Barnes, J. (1982) Aristotle, Oxford: Oxford University Press. Good introduction.
Howie, G (ed) (1968 Aristotle’s on Education, London, Collier-Macmillan.
Jaeger, W. W. (1948) Aristotle, Oxford: Oxford University Press. The authoritative text.

Thursday, January 16, 2020

Aristotle (384-322 BC) – Man of science & logic

Teacher to Alexander the Great and Plato’s pupil, Aristotle is in some ways a more important educational theorist and philosopher than Socrates or Plato. His work has resonated down the ages, and although we have only fragments from his book On Education, we have enough secondary evidence to piece together his theories on the subject.

Empirical, scientific approach

Like Plato, he founded a school, the Lyceum, but his teaching ran counter to Plato’s love of abstract reason, as he did not believe in a transcendental system of Forms, Aristotle introduced a more empirical approach to theory and learning with more emphasis on the physical sciences. Of course, much of his science is wrong, and his idea of purposefulness wrong-headed, but he set us on a path towards investigation, observation and knowledge, based on experience, that would prove to be his positive legacy over the last 2000 years.

Greek ideal

As a proponent of the Greek ideal of an all-round education he recommended a balance of activities that train both mind and body, including debate, music, science and philosophy, combined with physical development and training. This ideal has had a profound influence on the West’s idea of education and schooling. Character and ethical behaviour was also important, extolled through his theory of the Golden Mean (everything in moderation). Modern schools and universities have, to a degree, this classical ideal in their core values.

Practice as well as theory

Despite his position as one of the World’s greatest philosophers, he showed great concern for practical and technical education, in addition to contemplation. He would be genuinely puzzled by our system’s emphasis on theory rather than practice. Learning by doing was a fundamental issue in his theory of learning. 'Anything we have to learn to do we learn by the actual doing of it...’ he says, echoing many a modern theorist. This is not to forget theory and theorising, only to recognise that education needs to be habitually reinforced through practice. Not that we should read too much into this, as he, like Plato, still had an essentially elitist view of education, with vocational training an activity for the lower classes.

Moral education

To be moral one must behave morally but also be informed by reason. This is interesting, as Aristotle recognised that one can teach young people to be moral without them having to understand why. He understood that altruism was built-in and that teaching by example was fine, only later do we engage in reflection on why this is so. Music education was of particular interest for Aristotle. He saw it as an important educational technique, a builder of character and good for the soul, as well as a useful pastime. You learn how to recognise and control the different hues of emotion. To be clear, he meant learning how to play a musical instrument and sing, not just listening to music.

Lifelong learning

Education was for Aristotle a fundamental activity in life, an intrinsic good and should not be seen as instrumental. ‘Better a philosopher unsatisfied, than a pig satisfied’ to quote his peer and contemporary, Plato. And this philosophical view of education is one of his main concerns. Education is not the mere transmission of knowledge, it is a preparation for participation in a fulfilled life that reflects and acts on ethical and political grounds. It is as much about rights than getting things right and should be state controlled until 21, then continue for the rest of one’s life.

Logic
He was the first to study formal logic in his Prior Analytics on deductive reasoning, and another texts which together form the Organon, the ‘tool’ for argument. where he laid out types of syllogisms, or forms of logical argument. Although not complete as a system of logic, this formed the basis of formal logic for two thousand years and was to greatly influence later philosophical logic and mathematics. 

Influence

The schism between Plato and Aristotle, theory and practice, teaching and research, humanities and science, lives on in our curricula, schools and Universities. Aristotle, in the western tradition was the first to break with philosophical reasoning as the primary approach to education. He was a thorough empiricist, a scientist and logician.
As a logician he laid down the foundations for our current computational age. He was to have a huge influence on George Boole and Boolean Logic, which lies beneath much contemporary electronics, computer science, programming and artificial intelligence.
However, his theories, along with those of Plato, also gave rise to scholasticism that was to send the search for knowledge and education into more than a millennium of introspection. Nevertheless, Aristotle remains a towering figure and we have recovered components of the Greek ideal through the Renaissance (rebirth) to build educational systems that recognise this legacy.

Bibliography

Aristotle The Nicomachean Ethics, London: Penguin. 
Aristotle The Politics (A treatise on government), London: Penguin.
Bauman, R.W. (1998) Aristotle’s Logic of Education New York Peter Lang.
Barnes, J. (1982) Aristotle, Oxford: Oxford University Press.
Howie, G (ed) (1968 Aristotle’s on Education, London, Collier-Macmillan
Jaeger, W. W. (1948) Aristotle, Oxford: Oxford University Press.

Monday, June 15, 2015

School of Athens: explains a lot about modern schooling?

If one artwork captures the roots of our Western intellectual tradition it is The School of Athens (Scuola di Atene) by Raphael. Note the title. The figures are set within a ‘school’ both the place, and metaphorically, the golden thread of a tradition that still has he influence on education today. The school is actually Roman architecture, not Greek, but is meant to echo the schools of the two central, principle figures; Plato (Academy) and Aristotle (Lyceum).
Plato and Aristotle
Plato steps forward and points to the sky (heavens), while Aristotle stands still with his hand level, palm down to the ground (real world). This represents two different philosophical traditions that were to shape, not only western philosophy but also religion and learning, both theory and practice. In their hands, Plato holds his Timaeus, Aristotle, his Ethics. This shows a divergence between the theoretical, cosmological and metaphysical concerns of Plato and the grounded, earthly and practical approach of Aristotle. They represent two schools of thought but also two approaches to schooling. This is a simplification but Plato, the rationalist is contrasted with Aristotle, the empiricist. This persists today in the arts/academic versus science/vocational debate around curricula and educational policy.
(see Plato and Aristotle as learning theorists)
Socrates
Another figure, stands off to the left, dressed simply in green, a secular colour in the Renaissance, in deep dialogue with a young man, with his back to Plato and Aristotle. Although the figure behind looks across to Plato, as it is through the Platonic dialogues that we know most about this man - Socrates. He had a profound influence on the western approach to learning that is still alive today. The sceptic, whose educational approach was to deconstruct through dialogue, strip away pre-conceptions and expose ignorance. He doesn’t conform to any of the traditions around him and survives today, in the Socratic method, as someone who believes in an approach that eschews lectures for dialogue, feedback and reflection. (see Socrates as learning theorist)
Mathematics
There is in this image, another theme, related to both Plato and Aristotle, but also other figures, such as Euclid and Pythagoras. Pythagoras is the figure writing in a book in the foreground on the left, surrounded by acolytes. He represents abstract mathematics and the idea that learning is about the master transmitting immutable knowledge to their students. His parallel figure in the foreground on the right is Euclid (some say Archimedes), leaning down to demonstrate his proofs, on what looks like a slate, with callipers, where the students are in discussion, working through the proofs in their heads. Again, this contrast exists between the didactic teaching of a canon and the more learner-centric view of the learner as someone who has to learn by doing and reflection.
Other figures
Diogenes sits as a sceptic, alone, looking at no one, in front of Plato and Aristotle. He’s a check on these systematic thinkers, representing another learning thread that was by this time coming alive in the University system and certainly came from the Greeks – scepticism, and its close relative, cynicism. There’s a host of other characters, such a Zoroaster and Averroes, showing non Greek threads but the main pantheon of teachers are mostly Greek.
Artists
That an intellectual tradition is represented as a great work of art is one thing, but Raphael also injected another theme into the fresco. He represents some of the figures from known representations of busts, others, it is speculated, have the faces of famous artists, Plato (Leonardo da Vinci), Aristotle (Giuliano da Sangallo), Heraclitus (Michelangelo), Plotinus (Donatello). Raphael is thought to have included himself, as the figure at the elbow of Epicurus (on left lifting the bowl from the plinth). The sculptures behind the figures are Apollo (left), God of music and light, and Athena (right) Goddess of wisdom, again reflecting rhetorically the arts and knowledge as underlying themes in learning. Again, we have a lasting theme in education, the role of the arts.
From philosophy to theology
It may seem odd that this painting was commissioned by a Pope and is to be found in the Vatican. However, remember that this fresco is one of many frescos in this room, and adjoining rooms, that represent largely Christian and theological issues. Theology had, well before this point and for many centuries, held an iron grip on the educational process, that was to continue, and never really disappear, even in our supposedly secular age.
Technology
There’s no large-scale lecturing in this image, although nascent technology in the several books (3), scroll (1), pens and notebooks in which notes are being taken (3), compasses (1), globes (2) and what appear to be slates (2), are already being used to assist learning and teaching.
Conclusion
The main triumvirate of Greek philosophers define the strands for learning and educational theory that are alive today. The great schism between the academic and practical was set in motion and the Socratic tradition defined, but, so often ignored.

Monday, January 09, 2017

The future of parenthood through AI – meet Aristotle Mattel's new parent bot

Parents obviously play an important role in bringing up and educating their children. But it’s fraught with difficulties and pitfalls. Parents tend to face this this, for the first time, without much preparation, and most would admit to botching at least some of it along the way. Many parents may work hard and don’t have as much time with their children as they’d like. Few escape from the inevitable conflicts over expectations, homework, diet, behavior and so on. So what role could AI play in all this?
AI wedge
Domestic broadband was the first edge of the wedge. Smartphones, tablets and laptops were suddenly in the hands of our children, which they lapped up with a passion. Now with with the introduction of smart, voice activated devices into the home, a new proxy parent may have arrived, devices that listen understand and speak back, even perform tasks.
Enter Aristotle
Enter Aristotle, Mattel’s $300 Aristotle assistant. They may have called it Aristotle as both his parents died when he was young, that he was the able teacher of Alexander the Great or, that Aristotle set the whole empirical, scientific tradition that led to AI going. To be honest, what’s far more likely, is that it sounds Greek, classical and authoritative. (Aristotle's view on education here).
It’s a sort of Amazon Echo or Google Home for kids, designed for their bedrooms. To be fair, the baby alarm has been around for a long time, so tech has been playing this role in some fashion, for a some time, largely giving parents peace of mind. It is inevitable that such devices get smarter.
By smart, I mean several things. First it uses voice, to both listen and respond. That’s good. I’ve noticed, in using Amazon Echo, how much I’ve had to speak carefully and precisely to get action (see my thoughts on Echo here). There may come a time when early language development, which we know is important in child development, could be enhanced by such AI companions. It may also encourage listening skills. Secondly, it may encourage and satisfy curiosity. These devices are endlessly patient. They don’t get tired, grumpy, are alert and awake 24/7 and will get very smart. Thirdly, they may enhance parenthood in ways we have yet to imagine.
Child
One aspect of the technology that does appeal is its personalized voice recognition. It knows the child’s voice. This could be useful. One area that could lessen embarrassment on both sides is timely sex education and advice. This could satisfy the child’s natural curiosity without the angst that child-parent communications could involve, as long as the child knows it is confidential and the parent is in control. As the child gets older, got a dispute over a fact? Amazon Echo or an Aristotle, may sort it out. Stuck with your homework, these devices will inevitably be able to help. There’s already an app, Photomaths, the app that students love and teachers hate, that you simply point at a mathematics problem, and it not only gives you the answer but all the steps in between. Few parents would be able to do this. Similarly with other subjects and languages. There’s no reason why the knowledge of the parent should limit the ability of a child to learn. The important thing is not to let such devices become substitutes for the horrific Tiger Mom experiences, hot-housing kids with endless exercises. Learning could be done in a measured fashion. And what parent wouldn’t want such a device to become an alarm, especially on school days?
Parent
The Arostotle device is designed to allow you to track feeds, wet nappies and so on, even buy the necessaries. What could also be useful is the availability of a source for good advice on parenting. I can still remember the times when one of my kids got ill - the sheer panic and worry. We had twins and would have loved good advice, mainly on what not to do – like tell the one who came out first that he was the oldest (big mistake as from that moment on he used it as a psychological weapon). In retrospect, having some intelligent advice on hand would have been useful. For example, being able to track and give you feedback as a parent when you’re overindulging them, pushing them too hard. I could see it helping parents hold back when they want to live vicariously through their children, see themselves as their kid’s best friend, think they’re perfect (sure sign is when they tell you that Josh or Sara is ‘gifted’), dealing with conflict, reminding you to be nice to them and make sure they feel loved and protected.
Not unproblematic
Now there are clearly potential problems in this area; the idea that this dehumanizes the normal parental role, that it could be used as a substitute for real love and care, the data issue and the possibility of surveillance, then governmental intervention for bad parenting. Some of this is a bit scary.
Conclusion
But relax, most of this has been a thought experiment. However, I’m pretty sure, that as the technology gets better, and this Mattel product already has machine learning and good natural language processing, there’s a high probability that some of the above ideas will be realized. Is there any parent who hasn’t, at some time, yearned for some help, some support? It’s easy if you have that support but what about single parents, parents with little or no family support, parents who have children with special needs? At the far end of the spectrum I could even see such support being given to mothers who suffer from post-natal depression. Pre- and post-natal advice, in situ, personalised?The promise is not to replace parents but help parents survive the inevitable storms. Time will tell.

Monday, May 22, 2017

Philosophy of technology - Plato, Aristotle, Nietzsche, Heidegger - technology is not a black box

Greek dystopia
The Greeks understood, profoundly, the philosophy of technology. In Aeschylus’s Prometheus Bound, when Zeus hands Prometheus the power of metallurgy, writing and mathematics, Prometheus gifts it to man, so Zeus punishes him, with eternal torture. This warning is the first dystopian view of technology in Western culture. Mary Shelley called Frankenstein ‘A Modern Prometheus’ and Hollywood has delivered for a nearly a century on that dystopian vision. Art has largely been wary and critical of technology.
God as maker
But there is another more considered view of technology in ancient Greece. Plato articulated the philosophy of technology, seeing the world, in his Timaeus, as the work of an ‘Artisan’, in other words the universe is a created entity, a technology. Aristotle makes the brilliant observation in his Physics, that technology not only mimics nature but continues “what nature cannot bring to a finish”. They set in train an idea that the universe was made and that there was a maker, the universe as a technological creation.
The following two thousand year history of Western culture bought into the myth of the universe as a piece of created technology. Paley, who formulated the modern argument for the existence of God from design, used technological imagery, the watch, to specify and prove the existence of a designed universe and therefore a designer - we call (him) God. In Natural Theology; or, Evidences of the Existence and Attributes of the Deity, he uses an argument from analogy to compare the workings of a watch with the observed movements of the planets in the solar system to conclude that it shows signs of design and that there must be a designer. Dawkins titled his book The Blind Watchmaker as its counterpoint. God as watchmaker, technologist, has been the dominant, popular, philosophical belief for two millennia. 
Technology, in this sense, helped generate this metaphysical deity. It is this binary separation of the subject from the object that allows us to create new realms, heaven and earth, which gets a moral patina and becomes good and evil, heaven and hell. The machinations of the pastoral heaven and fiery foundry that is hell  revealed the dystopian vision of the Greeks.
Technology is the manifestation of human conceptualization and action, as it creates objects that enhance human powers, first physical then psychological. With the first hand-held axes, we turned natural materials to our own ends. With such tools we could hunt, expand and thrive, then control the energy from felled trees to create metals and forge even more powerful tools. Tools beget tools.
Monotheism rose on the back of cultures in the fertile crescent of the Middle East, who literally lived on the fruits of their tool-aided labour. The spade, the plough and the scythe gave them time to reflect. Interestingly our first records, on that beautifully permanent piece of technology, the clay tablet, are largely the accounts of agricultural produce. The rise of writing and efficient alphabets make writing the technology of control. We are at heart accountants, holding everything to account, even our sins. The great religious books of accounts were the first global best sellers.
Technology slew God
Technology may have suggested, then created God, but in the end it slew him. With Copernicus, who drew upon technology-generated data, we found ourselves at some distance from the centre of the Universe, not even at the centre of our own little whirl of planets. Darwin then destroyed the last conceit, that we were unique and created in the eyes of a God. We were the product of the blind watchmaker, a mechanical, double-helix process, not a maker, reduced to mere accidents of genetic generation, the sons not of Gods but genetic mistakes.
Anchors lost, we were adrift, but we humans are a cunning species. We not only make things up, we make things and make things happen.
We are makers
Once God was dead, in the Nietzschean sense of a conceptual death, we were left with just technology. Radovan Richta’s theory of Technological Evolution posited three stages – tools, machines and automation. We got our solace not from being created forms but by creating forms ourselves. We became little Gods and began to create our own universe. We abandoned the fields for factories and designed machines that could do the work of many men. What we learned was scale. We scaled agricultural production through technology in the agricultural revolution, scaled factory production in the industrial revolution, scaled mass production in the consumer revolution. Then more machines to take us to far-off places – the seaside, another country, the moon. We now scale the very thing that created this technology, ourselves. We alchemists have learned to scale our own brains.
Maker destroy the Little Gods
Eventually we realized that even we, as creators, could make machines that could know and think on our behalf. God had died but now the Little Gods are dying. Gods have a habit of destroying their creators and we will return to that agricultural age, an age of an abundance of time and the death of distance. We, once more, will have to reflect on the folly of work and learn to accept that was never our fate, only an aberration. Technology now literally shapes our conception of place and space. With film, radio, TV and the web. As spiders we got entangled in our own web and it now begins to spin us.
Technology not a black box
Technology is not a ‘black box’, something separate from us. It has shaped our evolution, shaped our progress, shaped out thinking - it will shape our future. It may even be an existential threat. There is a complex dialectic between our species and technology that is far more multifaceted than the simplistic ‘it’s about people not technology’ trope one constantly hears on the subject. That dialectic has suddenly got a lot more complex with AI. As Martin Heidegger said in his famous Spiegel interview, “Only a God can save us”. What I think he meant by this was that technology has become something greater than us, something we now find difficult to even see, as its hand has become ever more invisible. It is vital that we reflect on technology, not as a ‘thing-in-itself’, separate from us, but as part of us. Now that we know there may be no maker God, no omnipotent technologist, we have to face up to our own future as makers. For that we need to turn to philosophy – Plato, Aristotle, Nietzsche and Heidegger are a good start….
The postscrip is that AI may, in the end, be the way forward even in philosophy. In the same way that the brain has limits on its ability to play chess or GO, it may also have limits on the application of reason and logic. Philosophical problems themseleves may need the power of AI to find solutions to these intractable problems. AI may be the God that saves us....

Thursday, January 04, 2024

A Large Language Model (LLM) happened once before in history and it changed the world forever…

The Large Language Model GPT, from OpenAI, is one of the great wonders of the modern world. It is captivating, intriguing and above all useful. For the first time in the history of our species we have personal access, on a Global scale, to the sum of human culture. When the world speaks to a language model through ChatGPT, we speak to ourselves, the global mind. A LLM, like a brain and language, is unfathomable but dialogue gradually reveals its nature. Yet this is not the first time this has happened.

2300 years ago, in Alexandria, Ptolemy 1 decided, in this city at the crossroads of Europe, Asia and Africa, to do the same thing. He collected as much of the world’s literature as he could, paying for much of it, confiscating some, even stealing some, whatever it took to create the sum of known human knowledge, in many languages, from many lands “to collect, if possible, all the books in the world.” Reading Islam Issa's wonderful book, Alexandria, I was struck by the parallels.

Global dataset

Ptolemy 1 had Global ambitions and written knowledge was all within his reach, except for China, the only other place on earth where writing had been invented. He wrote to many other leaders and had no cultural bias – anything from any land in any language was welcome. It is thought that something in the order of 700,000 scrolls were assembled into this one, huge, data set.

In gathering content for the Library he used other people content from books, reached out, bought other libraries, copied every book they could find, begged borrowed and even stole. This is close to what has happened with the training data for LLMs, where a huge corpus of text, that would take 22,000 years to read, has been used to train the GPT model. GPT was trained on around 300 billion words. The average scroll in Classical Greece was around 10-15,000 words. If we take 700,000 scrolls at an average of 12,000 words each, the total number of words in the Library was around 8.4 billion words. That was impressive!

Like GPT, it was easily the largest dataset in the world, way bigger and therefore more useful than smaller libraries. They also had a technical advantage - the means of production and delivery – papyrus. Egypt owned the papyrus trade, limited supply to foreign buyers and therefore controlled the means of distribution, just like the data and compute clout of a Microsoft for ChatGPT. It even embargoed papyrus in 190 BC, intentionally restricting the growth of other libraries, like Pergamum. Scale mattered.

They even invented the idea of metadata for large datasets. First data preparation, translating everything into Greek, giving a single data standard. Seventy two Jewish scholars were employed and paid to translate the Bible. Then labelling each scroll with the author’s name and location. Further metadata was produced with categories such as doctors, historians, legislators, philosophers, rhetoricians, comic poets, epic poets and miscellaneous. They then went alphabetical. Finally, a complete catalogue. was produced. All of this increased the efficacy of research through more efficient search. They understood that the interface, ease of acccess to knowledge, mattered. This is what gave ChatGPT its status as the fastest adopted technology in the history of our species - ease of access.

The point was not to just collect all known papyrus scrolls, it was to learn from them and to globalise knowledge. The parallels between that ancient act and the current appearance of Generative AI has some fascinating parallels. Knowledge and access to that knowledge is power and this is a story of power. That power was instantiated when the library encouraged debate, discussion and outputs.

Access was the real key to success. Ptolemy allowed any scholar from anywhere to come and use the dataset, and they did. This is why this new AI tech is so exciting - anyone has access to it at little or no cost, from anywhere. Once we democratise intelligence, we democratise (to a degree) power. LLMs are currently affecting research and outputs in many different fields or sectors, just like the Library of Alexandria, which accelerated research, productivity and the creation of ideas for centuries to come.

Rapid achievements

Foundationally in mathematics, Euclid of Alexandria wrote his 14 volume Elements here, which included the first ever written algorithm,  a method to calculate the Greatest Common denominators for any given number. His theorems and, more importantly, proofs were deduced from axioms. Familiar examples include the proof that the angles of a triangle add up to180 degrees and Pythagoras’s Theorem. It is this logical rigour that is remarkable, influencing the entire history of mathematics and science. It was used as the main textbook in mathematics for over 2000 years, well into the 20th century and all University students for centuries used this book as part of the quadriviumf algorithms. Beyond this he wrote on the rigour of mathematical proof, conic sections, the geometry of spheres and number theory. In his Phaenomena, Euclid aims at astronomy with a treatment of spherical geometry.. Like LLMs, mathematics lay at the root of this project.

Conon of Samos developed conical mathematics. In astronomy they discovered the planet Mercury, compiled a catalogue of stars and developed a heliotropic view 1800 years before Copernicus. Map drawing and geography flourished with Claudius Ptolemy’s book Geography. He also saw mathematics, an Alexandrian obsession as being superior to the metaphysics of Plato and Aristotle. Eratosthenes calculated the earth’s orbit around the sun creating an accurate calendar, also realising that the earth was round he calculated, using rods, shadows at two locations, the circumference of the earth (he was accurate to within 50 miles). Foundation models are essentially language as maths with outputs as freshly minted language. Mathematics, once again, has proved its worth in the transmission and creation of knowledge.

Medicine also advanced with anatomy, dissection (even on live criminal patients!) and the pulse as a diagnostic sign. This is also happening with AI in healthcare, as new drugs are discovered, new materials and 200 million proteins, saving 1 billion years of research, were unlocked with AI.

In literature, there was the invention of the dictionary, and creative output in poetry, drama and music, sculpture and mosaic work, just as we are seeing, with the augmentation of art and ideas with LLMs.

It did not stop there, as astonishing feats of engineering also emerged from the work at the Library. Archimedes studied here and went back to Syracuse to build sophisticated war machines for the Romans. The mechanical astrolabe was invented, along with mechanical objects such as keyboard instruments, water clocks and automatons such as singing statues, chirping birds, dancing puppets,. There were self-trimming oil lamps, syringes, lab equipment for chemistry, a coin-operated vending machine for Holy Water, fire engines, even a steam engine! With AI we are also seeing the rise of speaking robots with Tesla’s self-driving cars and the astonishing Optimus robot.

Just like modern LLMs, deepfaking started almost immediately in Alexandria’s Library with scams and forgeries. What’s new? But this was a temporary problem and soon overcome. Alexandria grew rapidly as centre of mathematics, art and philosophy. It came to an end hundreds of years later, in the fourth century, when the mathematician Hypatia, who became a woman of mathematical renown and intellectual stature, was murdered by a Christian mob. The Classical world was nearing its end and monotheistic religion was starting to dominate leaders and the intellectual world. By the late 4th century AD, Christianity was banning books, all but scripture and the library was in decline largely through censorship and eventually the banning of non-Christian books as heretical. Yet its influence remains as a conduit for knowledge and creation and invention. There was no fire, it suffered a slow decline through intolerance and misguided moral certainty. There is, perhaps, another lesson to be learnt here - not to let moralisers destroy what is good on the back of their dogmatic belief that learning and innovation is bad.

Conclusion

Alexandria teaches us a lesson, that when we pool resources and create something unique, that benefits the whole of our species, wonderful things happen. It became the intellectual centre of the world for several centuries, one of the most important cities in the world, for the Ptolemies, Romans, Arabs, Ottomans, French and British. 

With GPT we have achieved something similar but this will not take centuries, even decades to prove its worth. It is already bearing similar fruit, wonderful things; real leaps in research, going multimodal, with dialogue, voice, images and video. Significant advanced in unlocking 200 million proteins, drug discovery and millions of new materials have already emerged, along with billions of uses a month.

We are tapping into the hive mind, just as the Alexandrians did over two thousand years ago to further improve the minds of all. We can do this if we focus on learning. We should not allow it to get crushed by the usual moralisers and religious inspired end-of days dogma but look for the bounty that it offers. We cannot say with certainty what will happen but we can be sure that it will be full of surprises and challenges. AI is the new Alexandria.

PS

This is linked to my idea for an AI University. The Library at Alexandria was the first University. Plato's Academy and Aristotle's Lyceum came earlier but they were really schools built around one man and his ideas. Alexandria was a different vision; cheap, open, secular and multicultural.

It had no faculty other than those interested in cataloging and keeping the system going. It had no formal teaching, just debate and discussion with further writing and practical invention. The idea of researchers as teachers came in hte 18th century with Humboldt.

It was also a powerful generator of ideas and inventions, not too abstract but as keen on the real world as ideas themselves. It was the retreat back into the scholastic world of theological beliefs that banned the books and put an end to the Library after 600 years. 

 

Monday, October 10, 2016

Response to Stephen Downes on 'diversity'

I've put Stephen Downes commentary here, along with my responses. Some good challenges but it gets very, very odd right at the end...
S
Donald Clark appears to be settling into the role of the voice of the closed society. His latest foray into this is his recent column arguing that diversity is "wrong-headed". Leaving aside the question of which monoculture we would settle upon were we to do away with diversity (I'm thinking Hopi, maybe, or perhaps Maori) his argument is based on a short-sighted and narrow interpretation of what diversity means.
D
You’re making a lot of ‘wrong-headed’ assumptions here Stephen. I am a libertarian and this critique is from the left, as is Adamson’s. I just don’t think that the 'diversity' movement, as it manifests itself in policies and training helps. I get the idea that a diversity of views on diversity is not to your liking? I don't regard myself as part of a monoculture. I'm with Mill on this, a plurality of views and feredom of expression. Neither do I see this critique as 'short-sighted' or 'narrow'. It's a considered piece with some practical suggestions at the end. In any case, I'd rather engage in the debate than get all personal and accusatory....
S
Clark's point of departure is Goran Adamson’s TheTrojan Horse. It is naturally not available as open content, so we have to rely on additoonal sources to look at the argument. An earlier report of his, Immigrants and Political Participation, he argues "successful assimilation of immigrants mainly is achieved by downplaying the exotic implication of group-based difference." (p.40)
D
“naturally not available as open content” Why the dig? He’s an academic who has published a book. I use a ‘diverse’ set of sources Stephen. Ever thought of buying the book? It’s rather good and in my opinion the best I've read - well researched and well argued. 
S
Terri Murray summarizes, "multicultural ideology makes a fetish, like the racial theories of yore, of ethnic diversity... the multicultural view of immigrants doesn’t treat them as individuals who have a basic human need for self-determination; rather, 'the immigrant' is an abstract type, a species, a race." Worse, writes Murray, "When it comes to ethnic groups themselves, the rights of dissenting minorities within these groups are rarely defended. That’s because the multicultural agenda treats ethnic subcultures as homogeneous groups."
D
Adamson does indeed argue this case, like Scruton and many others. So do I. To widen the net somewhat Peter Wood's - The Invention of a Concept, Rumy Hasabn's Multiculturalism and Yehudi O Webster's Against the Multicultural Agenda are also worth considering, as there are many more arguments than this  'fetish' argument.

Clark takes this one step further, addressing diversity training. He writes, "Major studies from Dobbin, Kalev and Kochan show that diversity training does not increase productivity and may, in fact, produce a backlash. Most don’t know if it works as evaluations are as rare as unicorns"

Clark makes his case in ten points, and we'll address them in turn. The headings are Clark's, not mine.

1. Ideology of Diversity
The case in both Adamson and Clark is that the choice is being force upon us between individual freedom and the rights of a culture to assert itself. We'll revisit this theme many times. But to begin, the argument in favour of diversity is itself being presented as an ideology, against which no dissent is allowed.

"‘Diversity’ is a word that cannot be questioned," writes Clark. "The rhetoric that surrounds diversity in itself seems to censor debate, a diversity of views being the first victim."
The existence of Adamson's report and Clark's column are, of course, counter-examples to this proposition, and there is no shortage of writing against the concept of diversity available for anyone to read. A quick search reveals the article Against Diversity published by the National Association of Scholars, a similar article published in the Economist, Walter Benn Michaels against diversity in New Left Review, and the list goes on and on.
D
My point was not the esoteric world that you, Adamson and I sometimes inhabit Stephen. Even you admit to not having the read Adamson. I critique the theory and real implementation of this stuff in real organisations and political discourse, in both the public and private sector. This is an area I know well having spent over 30 years designing, delivering and being told to take, diversity courses. In my experience and in the research, adequate definitions are rare and the sizeable research is rarely known and almost never, in my experience, quoted or even considered. 'Diversity' is taken as an assumed 'good' despite the evidence, is largely taken as a given and little real skepticism or debate takes place in this context. I wrote this piece to bring these arguments to an audience of largely practitioners, who have not read this stuff.
S
Indeed, I wonder just what sort of opposition it is that they feel has been prohibited. Some of the more extreme expressions against diversity (of which, again, there have been many) speak of dress codes, language restrictions, and prohibitions against some religions. At a certain point the opposition to diversity tends to blend with outright racism. It is no surprise to see people react poorly to this (though one observes in the Trump and UKIP campaigns a suggestion that even this maay be tolerable).
Clark seems to suggest that this 'ideology' in favour of diversity is what supports the phenomenon of diversity training, despite evidence speaking against it. "The vast amount of time and money spent on diversity training, when evaluated, is found wanting, mostly ineffective, even counter-productive," he writes. It's an old argument, a favourite of the Harvard Business Review set, and not surprising to see it repeated here.
D
I am neither racist nor a supporter of Trump or UKIP, I am a person of libertarian and strong left learnings. You also seem to be writing off the 'Harvard Business Review set' with no real arguments. That’s fine. I don’t. Then follow up with another ad hominem dig “not surprising to see it repeated here”. It's not right align me with people I don't agree with or accuse me of being something I'm not. Stick to the arguments.
S
The same could be said (and, indeed, has been said) about training in general. Yet workplace training persists, not because whatever it promotes is held forth as some sort of ideology, but because workplace training officers don't know better, and because managers cling to traditional and outmoded views about training.
D
Agree – that is exactly my point. You argue first that there's plenty of debate and evidence then state that this community doesn't "know better'. That's being inconsistent. I also agree that they are clinging to traditional and outmoded views - that, for me, includes much compliance training and 'diversity' training.
S
It's not surprising at all that forced diversity training can be ineffective; people respond poorly to coercion. But at the same time,  "When attendance is voluntary, diversity training is followed by an increase in managerial diversity," said Alexandra Kalev, a sociologist at the University of Arizona, (once of the researchers cited above).
D
Indeed. But voluntary training suffers from two things 1) it is poorly attended and relatively rare, 2) the self-selecting groups make evaluation difficult.
S
The 'ideology of diversity' argument is a red herring. It is not based in fact. And it fails as an explanation of the failure of training.
D
The fact that it is unquestioned as an intrinsic good by most training departments with no debate, reinforces my point. Adamson does a detailed analysis of diversity programmes across Swedish Universities and finds them wanting on this very point of being an ideology without foundation. These are real organisations spending real money with real intent but no real definition or evidence. This chimes with my own experience.
S
2. Groupthink
Clark writes, "Companies, worldwide spend many hundreds of millions of dollars each year on diversity training. The tragic truth is that most of this is wasted. Groupthink seems to be at the heart of the matter."
'Groupthink' is a term coined by social psychologist Irving Janis to describe what occurs when a group makes faulty decisions because group pressures lead to a deterioration of “mental efficiency, reality testing, and moral judgment” (p. 9).
Is that what is happening here? Clark cites "groupthink among compliance training companies, who simply do what they do without supporting evidence and tout ineffective ‘courses’. Groupthink in HR, who find it easier to just run ‘courses’ rather than tackle real business problem." This sounds like the problem of a monoculture, not one particular to proponents of diversity.
D
Yes. That is my point. You have already mentioned the groupthink within training departments. Remember also that the diversity make up of HR and training tends to be more ‘diverse’ than most other departments, with far better gender and ethnic ratios. It tends not to be a monoculture.
S
Indeed, diversity - a broader sense of diversity than the caricature being criticized by Clark here - is often offered as a response against groupthink. As this article states, "Groupthink occurs when a highly homogeneous, cohesive group fails to critically analyse and evaluate alternative ideas for the sake of harmony and conformity. In such a group, disagreement with the consensus is discouraged, which eliminates independent thinking and creativity."
It is important to understand that diversity is more than the mere celebration of exotic cultures. There are many ways in which people can be diverse, and the promotion of diversity is centered around encouragement of distinct perspectives and points of view, not just the elimination of offensive behaviour.
D
I agree but not as framed by the current diversity movement and its workhorse 'diversity training'. 'Disagreement with the concensus' does not take place on the diversity issue and its implementation within organisations. That is exactly my point.
S
This is called 'thought diversity'. "Thought diversity “goes beyond the affirmation of equality - simply recognizing differences and responding to them. Instead, the focus is on realizing the full potential of people, and in turn the organization, by acknowledging and appreciating the potential promise of each person’s unique perspective and different way of thinking”, summarizes a 2013 study by Deloitte Consulting.
D
I agree. As a fan of Mill, this has been a lifelong political belief of mine. I spend a good deal of my time promoting diversity of thought. Although you seem to be somewhat against my ‘diversity of thought’ and downright hostile in some of your responses! I'm in favour of this individualised approach and the move away from diversity towards inclusion - as are Deloitte.
S
3. Ill-defined
It may be that Clark was thinking along similar lines as he wrote his piece, as his next argument focuses on the vagueness of the term 'diversity'.
"One could invoke the idea that individuals are unique, and this uniqueness is paramount. Unfortunately, it then focuses on race, ethnicity, gender, sexual orientation, age, physical abilities, religious beliefs, political beliefs, or other ideologies," he writes.
What Clark sees to be doing is drawing a distinction between what might be called individual-based diversity and group-based diversity. Indivisual-based diversity might include a person's unique point of view, perhaps their income level, and the like, while (he says) "But ethnicity, gender and so on are terms associated with the collective, not the individual."
D
Well aware of the distinction between individual and group diversity. Indeed, I make that very distinction and it is one of the fundamental tensions when defining diversity. In my experience, discussions and courses on diversity focus on identified groups, rather than the idea of individuals.
S
I'm sure this would come as a surprise to people who happen to find themselves Chinese, women, or gay. I still remember seeing a documentary about race, where the speaker was objecting to the idea of people being 'colour blind'. "My blackness is who I am," said the man. "It is myself, it is my identity."
And that's the thing about race, culture, religion, gender, orientation, and the other terms associated, as Clark says, with the collective. There is no 'black collective'. Or, to put it another way, all forms of fiversity apply equally well to the group and to the individual. It is a simple and fundamental point of logic, known since Aristotle, that any property can be used to define a category.
D
I know my Aristotle (you’re showboating here) but this is a red herring. I’m not arguing against that point but the fact that in most cases the focus is not on a combination of both, but the collective groups. Adamson does a good job on this. Indeed individual voices and perspectives are often subsumed, even discouraged, in favour of collective groups. In addition, the group approach, through the politics of identity, tend not to side with groups that are say 'nationalist' or 'poor'. The 'poor' are often left out of the equation, indeed caricatured as stupid and racist.
S
One of the fundamental elements of diversity training is the effort to show people are fundamentally individuals and that it is inappropriate to treat them as though they were all the same. Even in a close-knit community (the Mormons, say, or Cook Islanders) it is a category error to create and apply 'collective' properties (like, say, "all Mormons wear white shirts", or "all Cook Islanders love the ocean") to individuals.
D
Most diversity training programmes do no such thing. I’ve designed some, delivered lots to many major companies and public sector organisations, and been on the receiving end of several. Believe me, you’re painting a utopian view of the training here. These syllogisms are irrelevant and I'd certainly argue that they are not 'category mistakes' but logical errors. In fact I'd say that these are the sorts of logical errors that the designers of diversity programmes often make.
S
We don't need to define diversity; only people consumed with group identity need to do that. The core idea behind diversity is that we encourage and respect differences between individuals. The prrinciple is the sae whether we are talking about their race or their taste in motocycles.
D
I agree but this is not helped by the training or type of diversity thinking I’m critiquing.
S
4, Lazy Cultural Relativism
As someone who has spent a lifetime as one who would be defined as a 'cultural relativist', I can say with assurance that there is nothing lazy about it. It is a constant effort to remind myself that other people may have different values, beliefs, and world-views than I do.
D
We need to define ‘cultural relativism’ here. There’s a difference between reminding oneself and being aware of differences, without regarding them all as valid or equal, many equate this with moral relativism (that I regard as lazy). I'd be happy with the cultural relativism that you espouse, but that's not what I encounter.
S
At the same time, I find that my own unique set of values, beliefs and world-views are substantially different from the majority, and I must struggle with this every day as well. For example, I believe that showing McDonalds advertising to children is morally wrong, I believe that people reason by means of similarity and metaphor, not logic and mathematics, and my world view does not include universals or laws of nature.
Clark writes, "a lazy cultural relativism descends, disallowing criticism of illiberal cultural norms. Freedom of speech is under attack from ‘trigger theory’, art is censored, honour crime not ruthlessly dealt with, FGM still prevalent. Any definition of diversity is glossed over and replaced with diversity plans."
This one-paragraph argument is itself lazy and poorly thought out. I understand that some people find the cultural practices of other cultures to be morally repugnant. I recognize they feel that way and may indeed even argue that way. Where we come into disagreement is when the other person represents their moral perspective as fact, and depicts their own culture as obviously superior to the other.
D
Indeed. I'll try to live up to your standards on 'not being lazy' (can't you just debate without being such a dickhead) - let’s explore them one by one…
S
In the case of the four items listed by Clark, there are well-tolerated practices in my own culture, and his own culture, that are equally barbaric, and yet treated as normal. For example, one society that opposes 'honour killings' is fine with 'stand your ground' laws that permit legal homicide.
D
'Stand your ground' - not on my patch (it’s a US thing largely). But in this case, the comparison is, as they say, odious. There is a big difference between someone who is, an innocent, in a defensive position (self-defence laws), using force in defence of themselves, as opposed to an innocent woman (it is almost always women) who are innocently stoned, killed or have acid thrown on their faces in honour crimes.
S
Other societies that condemn female genital mutilation (FGM) as barbaric are fine with the routine practice of MGM (male genital mutilation).
D
I agree – although, again like ‘honour killings’ I do not think they are directly comparable. FGM has male intentions in terms of taming female sexuality and real physiological and life consequences for those woman. Circumcision, apart from occasional medical complications, does not. FYI I’m against both.
S
For my own part, I believe that both murder and mutilation are both wrong, yet I have not found one culture on earth that believes these without reservation.
No, cultural relativism isn't lazy. Expressing a sanctimonious belief in your own world view is lazy. One-paragraph dismissals of difficult ethical philosophies are lazy.
D
Stay calm Stephen, we can both occasionally drift into being sanctimonious. On the one paragraph issue - it’s a blog not a book. The ‘lazy’ thinking I’m referring to is not the serious philosophy but the shallow thought I frequently experience in organisations and elsewhere. The idea that everything has equal value and validity.
S
5. Not an Intrinsic Good?
Clark argues that diversity is not an "intrinsic good", giving examples where sameness may be preferred to difference.
"Is polygamy better than monogamy? Will your coding team always benefit from having an even gender and ethnic mix or a ruthless focus on competence? Diversity rhetoric praises ethnic presence but could be a substitute for excellence and ideas?"
Clark slips into this short paragraph the old idea that support for diversity means sacrificing excellence. The suggestion is that by focusing on including (say) a person of colour on a team, we may be excluding a more qualified (or more competence, etc.) person who is not diverse.
D
Didn’t mention colour. Indeed, most exclusion in England, where I live, is class based, by socio-economic group and often, in recruitment, accent. There are many filters here. I a member of a  minority myself, I use it these terms in a general sense. However, I have seen tokeistic recruitment, especially to Boards in the UK, on the back of the diversity agenda. Again, I think this prioitises groups over individuals and am uneasy with this approach.
S
This proposition depends on the idea that there is one set of properties - coding excellent, for example - that is relevant to team formation, and there are other sets of properties - cultural background, for example - that are not relevant. This presupposition depends in turn on the idea that the relevant set of properties could be identified and that differences in those properties could be measured in a statistically significant way.
D
I can, in some cases, make that assumption, not always, having hired and run many coding teams. What I’m saying is that in some cases, teams do not benefit from forced diversity but do benefit more from a group with the same level of relevant skills, programming language abilities and so on. Other skills do matter but they are not primarily related to cultural diversity.
S
And even if we can address all that it may well be that it is better overall to accept a less productive team in support of the principle that teams should be diverse. Because there is always more at stake than the performance of the individual team. If diversity is a value in society as a whole, this value may prevail whether or not it is a value in any particular case.
We could take this view. I don’t as it simply begs the question of what value it is in society.
For example, consider airline pilots. It is arguable that we should ignore diversity in the cockpit because we want excellent pilots. But, first, it is arguable that even if women pilots aren't as good as men (a proposition which I doubt, by the way) it is demonstrably the case that they are good enough. And there is a need for girls to see examples of women pilots as role models.
D
I have some sympathy with the view that there's more at stake here but that depends on your political views and views on the importance of diversity. Interesting example pilots. I want pilots who are first and foremost competent, especially in the key skill of listening and taking advice from the team, especially subordinates. In fact this has become a real issue in pilot training. I have a colleague who trains pilots from around the world and they have had to face up to the real issue of cultural norms sometimes being bad for safety, in trainees who bring strict cultural hierarchies to the cockpit, mistakes are more likely. These cultural norms can, and, do cause accidents. This is a lively debate with some claiming that some cultures have a worse safety record because of cultural norms.
S
This depends on the idea that diversity is a social good, of course. I believe it is - but again, this belief isn't a lazy belief, or even a popular belief. It most societies around the world, it is a minority belief. Which is what makes Clark's style in this article all the more astonishing.
D
Style? Maybe I should I have adopted your more accusatory style?
S
6. Diversity as Conservatism
I don't automatically dismiss conservatism as wrong. But if it is, would it be an argument against diversity that it supports conservatism?
D
For me yes. I am of the left and I think it has exacerbated problems in my own country. One of the reasons for writing this blog piece.
S
"Diversity is a deeply conservative idea masquerading as progressive," says Clark. "It replaces meritocracy with multiculturalism."

Let's stop right there for a moment. The concept of 'meritocracy' is deeply flawed and almost universally misapplied (this is the other part of the argument from the previous section). There are numerous arguments against the concept: it presupposes we can measure merit, it presupposes that merit reflects a person's worth, and it presupposes merit reflects an individual rather than their social of cultural background.
D
You may think that ‘meritocracy’ is flawed. I do not. Neither do I think it is the only measure of a person. You box the concept in to make your case. I believe in meritocratic recruitment - see my practical ideas at the end of the blog, that strip out gender and cultural indicators. That, in the end, I think will produce equality of opportuntity and a more 'diverse' workplace, not diversity training.
S
Moreover, meritocracy is morally wrong. As David Freedman writes, "Smart people should feel entitled to make the most of their gift. But they should not be permitted to reshape society so as to instate giftedness as a universal yardstick of human worth." Moreover, it is the gifts one has received in life that contribute to whatever qualities we call 'merit' - and luck does not convey any sort of moral primacy or quality of judgement. One only needs to observe the behaviour of the wealthy and gifted of British society to see that.
D
I find your definition of meritocracy as 'giftedness' astonishing. This is an absolute jumble of assumptions and an argument that defines meritocracy as some sort of genetic gift. I do not hold and have rarely heard this view. The idea that the wealthy and gifted of British Society believe in meritocracy is, of course, laughable.
S
Where Clark is correct is that diversity brings with it difficult choices. As he observes, "From a feminist point of view, diversity may tolerate attitudes, cultural norms and behaviours that may prevent gender equality." Quite so. Nobody is automatically right in a diverse society. Every form of difference needs to, and has the right to, make a case. Ultimately it's about choice and deciding for oneself.
He also writes, " It prevents us from taking a secular view of the world, as we give in to relativism and acceptance." This is not true.I take a secular view of the world, as everyone knows. I also encourage those who wish to pursue a religious view of the world to do so. What 'diversity' means is that they can't force me to be religious, and I can't force them to be secular. Indeed, it's even a matter of bad taste to even try.
D
Re – secular. The diversity agenda drove the creation of faith schools in the UK - started by Blair and continued by the right to this day. In concrete cases such as religious schools (we have them in the UK) and religious instruction in schools (compulsory in the UK), the secular is under attack. I’m not forcing anyone to be secular, one should be free to believe in Gods if you wish (I'm a libertarian remember), but I do believe in secular education, as in that case I want the opening up of young minds, rather than closing them down with single belief systems. I’d much rather teach the diversity of philosophy.
S
"The group trumps the individual," he writes. "It pits the poor against the poor. Ultimately, it is the dull traditionalism of conservatism." It does so only if we view these as struggles in which one or another type of diversity must ultimately prevail. But this is unreasonable. Nobody thinks that it is 'diversity' to hold that Sharia law ought to apply in all cases.
D

Complex one this. I do, however, think that one ideology of diversity has prevailed, the group over individual definition and the argument based on productivity. On your last point, this agenda has led to the appointment of Sharia judges in the UK, something I strongly disagree with.
S
The people who oppose diversity are the ones pitting one group of people against another; they are, indeed, the ones who are representing them as groups in the first place.
7. Diversity does not lead to increased productivity
This was the major point raised by Adamson and others, and yet it begs the question: who said the objective of diversity was to increase productivity in the first place?
D

My target here is clearly diversity ‘training’. I can’t think of a single instance where this argument was not presented (without evidence) as being true in all of these courses. It’s a mainstay argument.  ‘Diversity’ leads to increased productivity’ is a common mantra in training.
S
So we have Thomas Kochan saying, "There are no strong positive or negative effects of gender or racial diversity on business performance." But big deal.
D
It is a big deal if the hundreds of millions could have been spent, not on the mirage of productivity increases, but other more worthwhile goals.
S
" According to the American Society for Training and Development's 2002 state of the training industry report, only one in 10 companies attempts to create results-based evaluations of its training programs."
Companies engage in diversity training to avoid litigation and human rights cases. They also do it because women and ethnic minorities (among others) are larger and larger parts of their customer base. To work in a global environment pretty much requires understanding of, and acceptance of, other cultures.
D
This is true but avoiding litigation through box-ticking courses is part of the ideology of diversity which I abhor. When HR becomes the department that protects the organization from its own employees – something has gone badly wrong. There are other better ways of doing things.
S
The five-year study referenced by Clark earlier and in this section provides an unambiguous statement in support of diversity:
Diversity is a reality in labor markets and customer markets today. To be successful in working with and gaining value from this diversity requires a sustained, systemic approach and long-term commitment. Success is facilitated by a perspective that considers diversity to be an opportunity for everyone in an organization to learn from each other how better to accomplish their work and an occasion that requires a supportive and cooperative organizational culture as well as group leadership and process skills that can facilitate effective group functioning.
The same authors continue:
training programs must help managers to develop the leadership and group process skills needed to facilitate constructive conflict and effective communication... raining programs that improve the skills of managers and team members may be particularly useful, but training alone is not likely to be sufficient. Organizations must also implement management and human resource policies and practices that inculcate cultures of mutual learning and cooperation.
It's always a good idea to read the articles you cite.
D
I do and have represented this accurately. I also wrote a very specific and seprate blog outlining the varied conclusions. I support management and human resource policies that do this and list them at the end of the blog piece, as I think they are progressive and do work.
S
8. Diversity shows virtually no effect
No doubt Clark means to say here that diversity training shows virtually no effect. Then it would make sense to quote Frank Dobbin saying "Practices that target managerial bias through…diversity training, show virtually no effect.”
I do. Maybe not as clear as it should be but these studies do look at training as an intervention.
Clark has cited this study numerous times through the years, though the number of citations it has received (969, according to Google Scholar) suggests that he protesteth too much when he says it was "ignored".
Again – you give in the rather esoteric world of Google Scholar Stephen. Citations are no real measure of activity within organisations.
It is worth noting, first of all, that Dobbin et.al. are not opposed to diversity itself. Indeed, the paper reads as supportive of diversity, with the authors surveying companies to find out what workss. That's why we read not simply that diversity training has no effect, but rather, a range of programs that do have an effect:
The most effective practices are those that establish organizational responsibility: affirmative action plans, diversity staff, and diversity task forces. Attempts to reduce social isolation among women and African Americans through networking and mentoring programs are less promising. Least effective are programs for taming managerial bias through education and feedback.
Fair enough. But that's certainly not the persepective Clark would have us believe the authors represent.
D
You are right. I take a stronger line that Dobbins but the evidence on ‘training’ is clear. That’s why I put the general points first, building on Adamson. Then tackle the training issues. 
S
9. More harm than good
Once again it is not clear whether Clark is talking about diversity in general or diversity training in particular (he appears to conflate the two throughout the article).
I think we can take it as a given that diversity programs, including training programs, can spark a backlash. There is ample empirical evidence of the backlash. The mere presence, for example, of women with an opinion seems to be very threatening to a certain subset of society. It is not surprising to see this in response to training programs as well.
Indeed.
The anti-diversity backlash isn't unique to diversity training. Human resource writers have observed the backlash to all sorts of diversity programs, not just training. Even when the program is voluntary, it has triggered a backlash. It happens because the people who used to benefit from a monoculture no longer benefit. "The researchers reported that diversity efforts have led to increased numbers of women and minorities attaining managerial positions, but sometimes those efforts “can stimulate backlash among non-beneficiaries who may feel unfairly disadvantaged by these policies,” the report states."
D
Yip. This is why Dobbins and others (the Harvard Business mob`) you referred to, suggest other forms of intervention as better in terms of actual results. I have a lot of sympathy with this view as I feel it moves away from the ideology of diversity towards more sensible management techniques, free from much of the false rhetoric. These sections are about diversity 'training. That's what the studies were evaluating.
S
It is not at all clear that this backlash constitutes "more harm than good". There was significant backlash against the freeing of the slaves in the mid 1800s in the United States, but this backlash not mean that the freeing of the slaves caused "more harm than good". Any time an unfairly privileged class of people loses that privilege, there will be a backlash.
D
True. It is not a given but when interventions are available that do not have this effect and produce better results, the choice is clear.
S
10. No evaluation
It is not true that there has been no evaluation of diversity training programs, because then it would be impossible to state - as Clark has done consistently through this article - that diversity training has had no effect. Obviously some evaluation has taken place.
D
Straw man. I didn’t say NO evaluation has taken place. I quote several large-scale evaluative studies! You can't accuse me of not being aware of something I have done in detail. One, Kochan, does however say “that none of the companies he contacted for his study had carried out any systematic evaluation of diversity training.” What I am saying is that diversity programmes are rarely evaluated by organisations themselves.
S
Clark cites another of Kalev's studies, this one a 2008 review of 830 companies. According to this article, the study found "the kind of diversity training exercises offered at most firms were followed by a 7.5 percent drop in the number of women in management. The number of black, female managers fell by 10 percent, and the number of black men in top positions fell by 12 percent."
But even this isn't the condemnation of diversity training Clark contends it is. The article continues:
The analysis did not find that all diversity training is useless. Rather, it showed that mandatory programs -- often undertaken mainly with an eye to avoiding liability in discrimination lawsuits -- were the problem. When diversity training is voluntary and undertaken to advance a company's business goals, it was associated with increased diversity in management.
So not only was there not no evaluation, the evaluation shows that in some cases diversity training let to positive outcomes.
D
I agree. Mandatory, tick-box training is the key problem but that is the overwhelming norm. Voluntary training can work, it is just very rare and difficult to evaluate as you have self-selecting groups.
S
Overall
I get that Clark is trying to be cute, layering the objections to diversity into a series of objections to diversity training. Had he given his writing a bit more effort and thought this intent may have shone through. But it did not, and I am not convinced that he cared.
D
“Cute…. Not convinced that he cared” Why not stick to comment rather than ad hominem attacks - it's what I'd call 'diversity of thought'.  I do care about lots of things and this critique is from the left. You do drift off into personal assumptions at times – does you a disservice Stephen.
S
Many of the articles offered by Clark against diversity training are arguments against the concept of diversity itself. And if you don't support diversity in the first place, you're not going to supporrt the idea of diversity training.
But the problem with diversity training isn't the fact that it is intended to promote diversity.  It can be argued (and I have done so in this post) that diversity itself is substantially valuable (and whether or not it promotes business productivity is irrelevant). You cannot have a fair and just society of any type without diversity, much less one that expects to work and thrive in a global economy.
And the failures of mandatory training are, well, failures of mandatory training. Ascribing the failure to the desire to promote diversity is inaccurate and unsupported by the evidence. Indeed, it feels like the purpose of this approach is to oppose diversity.
Clark is free to oppose diversity. Goodness knows, a substantial portion of his own compatriots do, to the point that they want to expel immigrants from the country (they probably have bad things to say about curry too). If he wants to align with the likes of Elizabeth May and Nigel Farage, he should just say so.
D
Why should you align me with anyone? And it's Teresa May, not 'Elizabeth'. Had you done what you accused me of doing, “given your writing a bit more effort” you would have got this right. Love curry- eaten it all my life. ;)
S
This little dance around diversity training is a sham not worthy of the little effort it took to write.
D

A 'sham'! What an arrogant ending. For a man who supports 'diversity of thought' this suddenly gets all too personal. You’re better than this Stephen. Always had a lot of respect for you but I really do think you’ve fallen into replacing ‘diversity of thought’ with arrogance and insults. "not worthy of the little effort it took to write" that's a shameful expression of arrogance that flies in the face of everything you've said above about diversity of thought.