Showing posts with label progress. Show all posts
Showing posts with label progress. Show all posts

23 June 2019

The world in crisis: it’s not what we think

Posted by Thomas Scarborough

The real danger is an explosion - of Big Data

We lived once with the dream of a better world: more comfortable, more secure, and more advanced.  Political commentator Dinesh D’Souza called it ‘the notion that things are getting better, and will continue to get better in the future’.  We call it progress.  Yet while our world has in many ways advanced and improved, we seem unsure today whether the payoff matches the investment.  In fact, we all feel sure that something has gone peculiarly wrong—but what?  Why has the climate turned on us?  Why is the world still unsafe?  Why do we still suffer vast injustices and inequalities?  Why do we still struggle, if not materially, then with our sense of well-being and quality of life?  Is there anything in our travails which is common to all, and lies at the root of them all?

It will be helpful to consider what it is that has brought us progress—which in itself may lead us to the problem.  There have been various proposals:  that progress is of the inexorable kind; that it is illusory and rooted in the hubristic belief that earlier civilisations were always backward; or it is seen as a result of our escape from blind authority and appeal to tradition.  Yet above all, progress is associated with the liberating power of knowledge, which now expands at an exhilarating pace on all fronts.  ‘The idea of progress,’ wrote the philosopher Charles Frankel, ‘is peculiarly a response to ... organized scientific inquiry’.

Further, science, within our own generation, has quietly entered a major new phase, which began around the start of the 21st Century.  We now have big data, which is extremely large data sets which may be analysed computationally.

Now when we graph the explosion of big data, we interestingly find that this (roughly) coincides on two axes with various global trends—among them increased greenhouse gas emissions, sea level rise, economic growth, resource use, air travel—even increased substance abuse, and increased terrorism.  There is something, too, which seems more felt than it is demonstrable.  A great many people sense that modern society burdens us—more so than it did in former times.

Why should an explosion of big data roughly coincide—even correlate—with an explosion of global travails?

On the one hand, big data has proved beyond doubt that it has many benefits.  Through the analysis of extremely large data sets, we have found new correlations to spot business trends, prevent diseases, and combat crime—among other things.  At the same time, big data presents us with a raft of problems: privacy concerns, interoperability challenges, the problem of imperfect algorithms, and the law of diminishing returns.  A major difficulty lies in the interpretation of big data.  Researchers Danah Boyd and Kate Crawford observe, ‘Working with Big Data is still subjective, and what it quantifies does not necessarily have a closer claim on objective truth.’  Not least, big data depends on social sorting and segmentation—mostly invisible—which may have various unfair effects.

Yet apart from the familiar problems, we find a bigger one.  The goal of big data, to put it very simply, is to make things fit.  Production must fit consumption; foodstuffs must fit our dietary requirements and tastes; goods and services must fit our wants and inclinations; and so on.  As the demands for a better fit increase, so the demand for greater detail increases.  Advertisements are now tailored to our smallest, most fleeting interests, popping up at every turn.  The print on our foodstuffs has multiplied, even to become unreadable.  Farming now includes the elaborate testing and evaluation of seeds, pesticides, nutrients, and so much more.  There is no end to this tendency towards a better fit.

The more big data we have, the more we can tailor any number of things to our need:  insurances, medicines, regulations, news feeds, transport, and so on.  However, there is a problem.  As we increase the detail, so we require great energy to do it.  There are increased demands on our faculties, and on our world—not merely on us as individuals, but on all that surrounds us.  To find a can of baked beans on a shop shelf is one thing.  To have a can of French navy beans delivered to my door in quick time is quite another.  This is crucial.  The goal of a better fit involves enormous activity, and stresses our society and environment.  Media academic Lloyd Spencer writes, ‘Reason itself appears insane as the world acquires systematic totality.’  Big data is a form of totalitarianism, in that it requires complete obedience to the need for a better fit.

Therefore the crisis of our world is not primarily that of production or consumption, of emissions, pollution, or even, in the final analysis, over-population.  It goes deeper than this.  It is a problem of knowledge—which now includes big data.  This in turn rests on another, fundamental problem of science: it progresses by screening things out.  Science must minimise unwanted influences on independent variables to succeed—and the biggest of these variables is the world itself.

Typically, we view the problems of big data from the inside, as it were—the familiar issues of privacy, the limits of big data, its interpretation, and so on.  Yet all these represent an enclosed view.  When we consider big data in the context of the open system which is the world, its danger becomes clear.  We have screened out its effects on the world—on a grand scale.  Through big data, we have over-stressed the system which is planet Earth.  The crisis which besets us is not what we think.  It is big data.



The top ten firms leveraging Big Data in January 2018: Alphabet, Amazon, Microsoft, Facebook, Chevron, Acxiom, National Security Agency, General Electric, Tencent, Wikimedia (Source: Data Science Graduate Programs).


Sample graphs. Red shade superimposed on statistics from 2000.

13 November 2016

Pseudo Ethics

Posted by Thomas Scarbrough
Jean-François Lyotard proposed that efficiency, above all, provides us with legitimation for human action today. If we can only do something more efficiently – or more profitably – then we have found a reason to do it. In fact society in its entirety, Lyotard considered, has become a system which must aim for efficient functioning, to the exclusion of its less efficient elements.
This is the way in which, subtly, as if by stealth – we have come fill a great value vacuum in our world with pseudo values, borrowed from the realm of fact. Philosophically, this cannot be done – yet it is done – and it happens like this:

The human sphere is exceedingly complex – and inscrutable. It is one thing for us to trace relations in our world, as by nature we all do – quite another to know how others trace relations in this world.  While our physical world is more or less open to view, this is not the case with worlds which exist inside other people's minds – people who further hide behind semiotic codes: the raising of an eyebrow, for instance, or a laugh, or an utterance.

A million examples could not speak as loudly as the fact that we have a problem in principle. Like the chess novice who randomly inserts a move into the grand master's game, as soon as we introduce others into the picture, there is a quantum leap in complexity.  Small wonder that we find it easier to speak about our world in 'factual' terms than in human terms.

Further, in the human sphere we experience frequent reversals and uncertainties – war, famine, and disease, among many other things – while through the natural sciences we are presented with continual novelty and advance. In comparison with the 'factual' sphere, the human sphere is a quagmire. This leads to a spontaneous privileging of the natural sciences.

We come to see the natural sciences as indicating values, where strictly they do not – and cannot. That is, we consider that they give us direction as to how we should behave. And so, economic indicators determine our responses to the economy, clinical indicators determine our responses to a 'clinical situation' (that is, to a patient), environmental indicators determine our responses to the state of our environment, and so on.

Yet philosophers know that we are unable, through facts, to arrive at any values. We call it the fact-value distinction, and it leaves us with only two logical extremes: logical positivism on the one hand, or ethical intuitionism on the other. That is, either we cannot speak about values at all, or we must speak about them in the face of our severance from the facts. 

We automatically, impulsively, instinctively react to graphs, charts, statistics, imagining that they give us reason to act. Yet this is illusory. While the natural sciences might seem to point us somewhere, in terms of value, strictly they do not, and cannot. It is fact seeking to show us value.

Thus we calculate, tabulate, and assess things, writes sociologist James Aho, on the basis of 'accounting calculations', the value of which has no true basis. Such calculations have under the banner of efficiency come to colonise themselves in virtually every institutional realm of modern society – while it is and has to be a philosophical mistake.

Of course, efficiency has positive aspects. We receive efficient service, we design an efficient machine, or we have an efficient economy. This alone raises the status of efficiency in our thinking. However, in the context of this discussion, where efficiency represents legitimation for human action, it has no proper place.

The idea of such efficiency has introduced us to a life which many of us would not have imagined as children: we are both processed and we process others, on the basis of data sets – while organic fields of interest such as farming, building, nursing, even sports, have been reduced to something increasingly resembling paint-by-numbers. It is called 'increased objectification'.

With the advance of efficiency as a motive for action, we have come to experience, too, widespread alienation today: feelings of powerlessness, normlessness, meaninglessness, and social isolation, which did not exist in former times. Karl Marx considered that we have been overtaken by commodity fetishism, where the devaluation of the human sphere is proportional to the over-valuation of things.

Theologian Samuel Henry Goodwin summed it up: 'We are just a number.' Through pseudo values, borrowed from the realm of fact, we are dehumanised. In fact, this must be the case as long as we take numerate approaches to human affairs on the basis that they are 'indicated' by facts. Cold fact encroaches on the complex and subtle relations which are represented by the human sciences – in fact, by life as it is lived.

17 January 2016

If Aristotle Visited Us Today

Posted by Eugene Alper
The term 'metaphysics' was born with Aristotle. He was the first who aspired to gathering together all previous philosophical knowledge, and integrating it in a single great work.
Perhaps he felt hopeful – as one might feel on a fresh morning in the woods, with the first rays of the sun filtering through the trees. Although he was teased by a few outstanding questions, perhaps Aristotle felt that the end was truly in sight.

Yet if Aristotle visited us today, he might conclude that philosophy is in major crisis. For we have been asking the same fundamental questions – the same perennial questions – for two and a half millennia. And because of that, he might note, we are in a less enviable position than he was. For accumulated knowledge without obvious fruit affects one’s sense of self-confidence. It also undermines hope: the more knowledge, the less hope.

It is natural for the teenager – by way of analogy – to be hopeful about the future, to think that by the age of forty she will certainly know how to live a life, as opposed to her parents who, for some reasons, still do not. But when the age comes, and the former teenager asks the same question and still finds no answer, and suspects something even worse—that at the age of fifty and sixty and seventy she may still have no answer—a sense of unease dawns on her. This is what they call midlife crisis.

One wonders whether Aristotle might see, in the philosophic state of humankind today, the same sort of midlife crisis. He himself had a limited literature or recorded history to look back upon – but we, he might observe, have 2 500 years. This long view of the well-recorded past might give him – as it gives us – a deep sense of unease.

On the one hand, seeing so much treasure accumulated in literature, poetry, drama, philosophy, one can reasonably say, 'Look at the baggage of fine thought we are bringing along. Does this not give hope that its accumulation in the future may be even greater, and that, just as we have seen in technology, there may soon come a qualitative breakthrough? Isn’t this the evidence that we may be onto something? Just one more step, just one more realisation, and we may understand what the good life is?'

On the other hand, this very outlook on the past shows that our thinking, in the most fundamental ways, does not improve with time. Like the bird which greets each morning with the same old song, we fail to recognise that there is nothing new, that our questions are not different from the questions already asked by Aristotle long ago, or better than the answers he already gave.

Our baggage today, Aristotle might observe, is dubious and heavy, for the very ability to know the past and to observe the distance one has travelled without much philosophic growth may make one lose heart. Our human thinking, he might conclude, is somewhat defective, somewhat limited by nature. It could be that, by nature, our mind is incapable of going beyond the Biblical God, Plato’s One, or Aristotle’s Primary Cause. Or it could be that, by nature, our mind does better when dealing with things measurable, yet not so well with things abstract.

Perhaps, then, there is no exiting from the loop, no jumping out of the rut. On the most fundamental issues we will still think in inescapable circles, resembling the fish in the bowl, who thinks it is moving forward while sliding along the concave glass.