A fascinating crash course in demographic studies, and why this is important in order to anticipate the future...
Sunday, November 30, 2014
Wednesday, September 17, 2014
Tuesday, February 18, 2014
The impact of automation and robotics on the labor market
Seems like a lot of bright people are seriously investigating the impact of automation and robotics on the labor market nowadays. According to most, we're heading some serious storms in this regard. Not only is automation destroying plenty of blue-collar jobs, but with the avenge of smarter devises and self-learning software, even white collar jobs could suffer from this trend in the long-run.
However, as Andrew McAfee brilliantly explains in this TED talk, as automation first and foremost benefits the corporate profits, it will no longer do so in the future if this keeps on destroying jobs - companies will simply have no consumers to sell their products to if all jobs would disappear. This somehow pleas for a guaranteed minimum wage (or a different way to re-distribute corporate profits, if you'd ask me, this could be done in other ways than a minimum wage).
The vision of labor-free citizens that spend their time thinking, discussing, making art and designing new things while robots do the hard work, is reappearing. Sounds pretty sixties and tech-utopian, perhaps. But why not? Whether we want it or not, we are already facing a completely new logic in the way our society gets organized. Trends like 3D printing, climate change, crowdsourcing, sharing economy etc etc already are impacting the very fabric of our society. If you project all of these trends on a larger scale (okay, a very dangerous thing to do for any forecaster) you see a completely new society emerge.
How exactly this will unfold is obviously very hard to predict. No doubt the path to this transition will be painful for many, as is the case with all transitions of this magnitude. But if we're all looking in the same direction, it might lead to something better at the end... it just might...
However, as Andrew McAfee brilliantly explains in this TED talk, as automation first and foremost benefits the corporate profits, it will no longer do so in the future if this keeps on destroying jobs - companies will simply have no consumers to sell their products to if all jobs would disappear. This somehow pleas for a guaranteed minimum wage (or a different way to re-distribute corporate profits, if you'd ask me, this could be done in other ways than a minimum wage).
The vision of labor-free citizens that spend their time thinking, discussing, making art and designing new things while robots do the hard work, is reappearing. Sounds pretty sixties and tech-utopian, perhaps. But why not? Whether we want it or not, we are already facing a completely new logic in the way our society gets organized. Trends like 3D printing, climate change, crowdsourcing, sharing economy etc etc already are impacting the very fabric of our society. If you project all of these trends on a larger scale (okay, a very dangerous thing to do for any forecaster) you see a completely new society emerge.
How exactly this will unfold is obviously very hard to predict. No doubt the path to this transition will be painful for many, as is the case with all transitions of this magnitude. But if we're all looking in the same direction, it might lead to something better at the end... it just might...
Thursday, February 13, 2014
The art and science of prediction (Nate Silver's 'The Signal and the Noise')
“This book
is less about what we know than about the difference between what we know and
what we think we know”, writes Nate Silver somewhere at the end of his book. He
could not have phrased it more beautifully. Our brain is a remarkable
instrument that, when it comes down to predicting almost anything, contains a
substantial amount of techniques to mislead us. Of course, these techniques
often helped us to survive in tougher times, but they fail us miserably in the
area of future-watching. Just as an example: apparently we have a bad habit of
neglecting certain risks just because they’re too hard to measure…. Not sure
how far this will get us in terms of survival, however…
The solution? Statistics. According to Nate Silver, that is. He’s not saying statistics can
predict everything (or, for that matter, anything) –‘all statistic models are
faulty, but some are useful’- but at least it can provide us with a more
accurate picture of the (possible) future(s).
Chapter by
chapter Nate applies this thought on very specific subjects, ranging from the
American elections (his specialty), to weather forecasting, earthquakes,
economic growth and climate change, to more tangible topics such as poker,
chess, or beating the stock market (which, he concludes, is impossible).
Fascinating
material, and some conclusions linger on for quite some time. For instance: the
level of uncertainty of prediction increases when the system we study is
non-linear and dynamic (which sounds intuitive at first, but is very often
forgotten, for instance when governments predict next year’s GDP), or when the
data we start with is not accurate enough (like with weather forecasting). We
also need to watch out not to ‘overfit’ our models (adapting it with the data
we have at hand), as we often do with predicting earthquakes. Sometimes we can
use models developed for one system onto another system, like applying the
power-law distribution we use for earthquakes onto the event of future
terrorist attacks (which results in a somewhat bewildering conclusion).
The central
thought Nate Silver uses across his book is the formula of Bayes which, for the
curious people among you, looks like this:
[xy] / [xy + z(1-x)]
Where
X = the
initial likeliness you would attribute to an event.
Y = the ‘positive
possibility’ (the likeliness of an event without taking x into account)
Z = the ‘negative
possibility’ (the likeliness of the event not taking place).
Believe it
or not, but with this formula you can even calculate the likeliness that your partner
is cheating on you! The key figure in the formula is the ‘x’, the likeliness you
grant to an event accuring –which implies that the overall likeliness gets more
accurate as you gather more experience or knowledge about the event (if your
partner cheated on you in the past, the ‘x’ would increase, and hence the
overall likeliness in a particular event as well).
Strangely
enough this thought process can be applied to virtually any system (or
prediction), though dependent on a number of factors it can produce totally
different outcomes, with different levels of accuracy. The world will never be
predictable, but with a sensible use of statistics it can become a little more
so…
Fascinating
reading…
Wednesday, February 12, 2014
Meet the new Meat
...have to love this quote, just because it makes you think "A vegetarian in a Hummer is more ecological than a meat eater on a bike"... meat has some future though:
Wednesday, February 5, 2014
Why CSR is moving to the core of corporate strategy
It still
strikes me that people look surprised when I talk to them about CSR (Corporate
Social Responsibility). To many, CSR is just a fashionable word for ‘greenwashing’,
a handy way to disguise activities that are far from ‘responsible’ at all.
Others see CSR as an argument to attract a new breed of clients, or a way to attract
Generation Y employees who –according to plenty of surveys- would prefer to
work for a socially responsible employer.
To counter
this skepticism I often explain that CSR is increasingly getting to the core of
corporate strategy. Even better: in many industries CSR has become an
imperative. To show why, let us take a look at this graph:
The vertical axis shows the source of motivation for CSR: is this imposed by society, or is it a company’s own initiative? The horizontal axis shows the impact of CSR on a company: does it involve its core business, or does it only impact the ‘business periphery’ (the context) of a company?
We now obtain
4 segments, each reflecting a different behavior to CSR:
The lower
left segment (‘must do’s’), where CSR is imposed by society but touches the
business’ context, is where we find activities that companies must comply with.
A fair treatment of employees, honest communication, compliance with the law,
etc. Nothing too exciting here.
In the
upper left segment (‘good to do’) we find the numerous corporate foundations
that each company from a certain size feels obliged to possess. This space is
pretty crowded, and hence offers little room for competitive differentiation. In
a certain way this segment is responsible for the skepticism I talked about
earlier: what good can we expect from the foundation of an oil company when,
due to bad practices, the mother company causes a natural disaster?
But it
starts to get really interesting once the CSR activities touch the core
business of corporations. The lower-right segment (‘major threat’) is clearly a
danger zone companies would want to avoid. Think of how BP had to review its
activities after the disaster in the Gulf of Mexico. Or think of Coca Cola,
whose products were boycotted for years throughout India because of its bad
management of water in a plant in the Southern State of Kerala. This factory
was located in a region that is increasingly suffering from water shortage,
hence the anger of the local farmers for Coca Cola’s water spoilage, and
ultimately the boycott throughout India. To be fair with Coca Cola: they since
reviewed the water usage of their
factories, and even win sustainability awards with it. In each threat lies an
opportunity…
Now to my
point: in order to still gain competitive advantage from the overpopulated ‘corporate
foundation’ activities, and to avoid the threat of society imposing changes on
companies, more and more companies move to the upper right segment (‘major
opportunity’), where the core activities of a company are used to do social
good. Google.org is a good example of this, since it uses plenty of Google’s tools
at the disposal of aid organizations after a natural disaster. Some would call
this a clever way to position its products favorably (‘cause marketing’), but I
just wonder how many day-to-day users of Google know about this initiative…
Other
examples include the many traditional energy providers who increasingly put
sustainable energy at the core of their long-term strategy. Or take technology
company Siemens, that recently completed a reorganization where each business
unit now focuses on resolving one specific societal challenge (ageing population,
mobility, sustainability, etc). But the most impressive example is probably
Umicore, who transitioned from a (dirty) mining and natural resources company
into a world-class recycling company, and now consistently appears in the lists
of most sustainable companies worldwide.
This
movement becomes inevitable in many industries. The two ‘forces’ we discussed
are driving companies to put their core products at the service of their CSR
activities. But there is a third force at play: in this segment companies face an
increasing competition from social entrepreneurs, who very often threaten the
overall business model of the industry, and at any rate are eating market share
from traditional players. Pure providers of green energy are a good example of
this, but also the multiple initiatives that have to do with the ‘sharing
economy’, which are forcing traditional players to at least ask themselves the (vital)
question whether they should join or fight this movement.
Tuesday, January 21, 2014
The future of democracy: towards a 'participative' democracy?
I recently
had the chance to read the essay of David Van Reybrouck ‘Against elections’
(‘Tegen verkiezingen’, in its original title). As far as I can see it has not
yet been translated in English, which is a bit of a shame, since it poses some
pressing questions on the current functioning of our democracy, as well as its
future.
The
starting point of the essay is quite comprehensible: there are two vital criteria for exercising
‘power’ (in the democratic sense, that is): efficiency and legitimacy. Most Western democracies are in crisis on
both these criteria. Elected powers are decreasingly regarded as the safeguard
for an efficient organization of society; and in many cases the very basis of
their power is questioned. Result? Ever fewer people are participating in the
elective process, and those that do tend to vote in an increasingly volatile
way.
This is
what Van Reybrouck calls the ‘democratic fatigue syndrome’, and according to
him this fatigue mainly results from the fact that we tend to assimilate ‘democracy’
with ‘elections’ all too often.
Elections,
however, are a relatively new phenomenon, at least in relation to democracy.
When we look at what is vastly considered the birth-state of democracy (the Athens
of the ancient Greeks), we see that this democracy was to a big extend based on
a lottery. A lottery among a small selection of citizens, surely, but still,
this had some considerable advantages. For instance: since the ‘power’ of
decision takers was by definition limited in time, they were more inclined to
take measures that reached further than their tenure of this power (instead of
just taking short-term measures to make sure to get reelected).
But this
system of lottery has been with us ever since. The leaders of the city-states
of Venice and Firenze were selected through a combination of lottery and elections.
Philosophers like Montesquieu and Rousseau even warned that a system based on elections
would ultimately benefit the aristocracy. This probably explains why the lottery
method disappeared altogether from the constitutions of the US and France after
the revolutions: the people writing these constitutions had nothing to gain
from a system based on lottery… It leads to the somewhat bewildering conclusion
that the system of elections was never meant to be democratic in the first
place!
But things
are changing. We see an increasing amount of initiatives based on ‘participative
democracy’. In Texas (above all places!) a decision about investments in wind
energy originated from the feedback of its citizens; in Japan the population
took part in a decision about the pension system; and in Iceland the
inhabitants contributed to the development of a new constitution.
These
initiatives (and multiple others, most of them can be found on the website www.participedia.net) were not merely referenda,
but genuine efforts to take decisions on a collaborative basis. This could lead
to a a complete new model for our democracies, such as the very sophisticated ‘multi-body
sortition’ method developed by Terrill Bouricius.
This is not
necessarily the ‘ideal’ state of a democracy –arguably there is no such thing.
But what’s for sure is that a more participative form of democracy is preferable
over an election-based one, and as the increasing number of examples show, the
idea is catching on.
Wednesday, January 8, 2014
The classroom of the future: delusion or necessity?
I have followed a lot of discussions about the use of technology in classrooms lately. Personally I thought it was a no-brainer: if schools want to educate pupils in how to function in society, they need to reflect this society as well as possible, right? Well, skeptics have a point as well: don't we want schools to reflect values that don't necessarily have anything to do with technology? Additionally there's a practical side to this: how to pay for it all if education already eat huge portions of an ever shrinking budget... and how fast can we realistically educate teachers on how to use technology efficiently in the classroom?
As always the answer will lie somewhere in between these two opposite visions.
So, first: is there a need for using technology in the classroom? I would think so, if only because it enables great improvement in efficiency of teaching, and in personalizing the pace and content of the classes to each individual pupil:
So how might this integration of technology in the classroom look like? If you want an extreme example, look at this vision of HP:
In comparison, Intel's view of the future classroom contains pretty much the same elements of smart computer usage, gamification and collaboration, but somehow looks much more feasible on the short term than HP's:
Looks impressive, right? But obviously it will take a while before getting there, I'm afraid... In the meantime, we'll have to go step-by-step, and perhaps this example of a school in a remote community in Arizona, shows how small-scale introduction of technology can already lead to huge improvements (be aware that this is an advertisement by Samsung, but try to watch behind the ad here):
...to be continued, no doubt ;-)
As always the answer will lie somewhere in between these two opposite visions.
So, first: is there a need for using technology in the classroom? I would think so, if only because it enables great improvement in efficiency of teaching, and in personalizing the pace and content of the classes to each individual pupil:
So how might this integration of technology in the classroom look like? If you want an extreme example, look at this vision of HP:
In comparison, Intel's view of the future classroom contains pretty much the same elements of smart computer usage, gamification and collaboration, but somehow looks much more feasible on the short term than HP's:
Looks impressive, right? But obviously it will take a while before getting there, I'm afraid... In the meantime, we'll have to go step-by-step, and perhaps this example of a school in a remote community in Arizona, shows how small-scale introduction of technology can already lead to huge improvements (be aware that this is an advertisement by Samsung, but try to watch behind the ad here):
...to be continued, no doubt ;-)
Monday, January 6, 2014
59 Megatrends Fact Sheets 2015, invaluable input for your planning and innovation sessions!
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These fact sheets can be used as a briefing document prior to your session, or at the start of the session as an eye-opener. Sometimes these fact sheets are hung all across the room of a brainstorm session, to provide the participants with fresh ideas and insights!
But the vital thing for this to be successful is to keep the fact sheets digestible for everyone. After all they are meant to stimulate ideas, not to be academic papers. This is why we've kept the fact sheets simple and light!
Each fact sheet contains:
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List of megatrends covered in the 2015 version:
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This document is exclusively for internal use by the acquiring company.
Get some sample fact sheets here:
Tuesday, December 17, 2013
Trends in Clean Technology (adoption)
Slides from my intro speech at a debate about the adoption of clean technology and sustainability practices ate the KULeuven (University of Leuven)
Tuesday, December 10, 2013
Some advise for young (aspiring- futurists
I had the opportunity to give a lecture to (brilliant) post graduate students in 'Trendwatching' at the Hogeschool Gent. Ended my presentation with some advise for those of them who would make it their profession, which might be of interest to some of my readers:
Tuesday, December 3, 2013
The vanishing corporation
Of course, the future is never extreme... but there are some very distinct signs that corporations as we know them are bound to evaporate as they are increasingly opening their operations to the external world. This won't be happening for all companies, obviously, but in one form or another it is already happening to many... Here's how:
Monday, November 25, 2013
The future of personalized medicine... not so fast
In my speeches I very often talk about personalized medicine as a showcase of an unavoidable future. After all it makes sense, no? Instead of prescribing medicines based on the average result they have on a test group (with many failures as a result), personalized medicines could provide patients with exactly what they need in order to cure. Result? More effective health care. Ah, and let's not forget: cost reductions!
But the real key to making this happen is DNA profiling, or, to be more precise: genome sequencing. As far as I know this can be done relatively easily and at a rapidly declining cost. What I didn't know was that the idea of using genome sequencing in health care provisioning still needs some way to get adopted by the health care providers in the first place!
This brilliant -and entertaining, even for those like me who understand very little about DNA and medicine-speech explains you why that is, and why genome sequencing should be used in the future:
But the real key to making this happen is DNA profiling, or, to be more precise: genome sequencing. As far as I know this can be done relatively easily and at a rapidly declining cost. What I didn't know was that the idea of using genome sequencing in health care provisioning still needs some way to get adopted by the health care providers in the first place!
This brilliant -and entertaining, even for those like me who understand very little about DNA and medicine-speech explains you why that is, and why genome sequencing should be used in the future:
Tuesday, October 15, 2013
Urbanization in India, challenges and opportunities
With 16% of world population living on 2% of the world's land mass, no doubt India has some challenges to resolve... Two third of Indians still live in rural areas, though this is rapidly changing since an increasing number of them move to the cities. This in turn forms another challenge, since most cities are ill equipped to absorb the extra population, at least not in a sustainable and healthy way. The city of Surat however shows that it can be done...
We will see the same challenges in other parts of the world that are coping with emerging megacities. I wonder whether new solutions will arise from them.
We will see the same challenges in other parts of the world that are coping with emerging megacities. I wonder whether new solutions will arise from them.
Monday, October 7, 2013
The (near) future of 3D printing
Of the many trends I closely monitor, 3D Printing is undoubtedly one of the most fascinating ones, given its sheer impact on the economic texture in which we have come to live... But, to many people I introduce this trend to, it still sounds like science-fiction, or at best just another gadget to print useless stuff with.
This presentation aims at showing how wrong this view is. 3D printing is much more than a gadget and, though its exact future evolution is relatively unsure, what's certain is that it is bringing new threats and opportunities to many industries.
Here are some slides I will use in my speech about the subject at IT Work's seminar on the future of manufacturing (slides are in English but the presentation will be in Dutch). See them as a brief introduction to the subject:
This presentation aims at showing how wrong this view is. 3D printing is much more than a gadget and, though its exact future evolution is relatively unsure, what's certain is that it is bringing new threats and opportunities to many industries.
Here are some slides I will use in my speech about the subject at IT Work's seminar on the future of manufacturing (slides are in English but the presentation will be in Dutch). See them as a brief introduction to the subject:
Friday, September 20, 2013
The future of energy according to Shell... not very reassuring...
No doubt big
oil companies hold the key to how we will deal with energy after ‘Peak Oil’,
and thus how we deal with sustainability overall. Given the stakes, they are
likely to keep drilling for every drop of oil this world still contains, but
surely they must prepare themselves for what’s coming after the last drop has
been used, no?
This
question made me particularly interested in the video oil giant Shell posted on
Youtube, picturing the world in 2050, or at least how energy will relate to the
world in 2050:
For those
who don’t have 45 minutes to spend on the video, here’s a short account:
Overall the
video is about how to change the current dependency on oil. The first part
tells about alternatives for fossil oil. The ‘first generation’ alternative basically
relates to ethanol extracted from sugar cane (mostly in Brazil) or corn (mostly
in the US). The video points out a problem here: while ethanol from sugar cane
is relatively efficient (producing 7 times more energy than it costs to
produce), corn is absolutely not (energy produced more or less equals the
amount of energy it costs to produce). Brazil can rely on its own production of
sugar cane for its own energy needs, but cannot produce ethanol for the whole
world, at least not without destroying vast amounts of rain forests and starving
their own population (a second problem with ethanol production: it claims vast
amounts of farmable land).
Up comes
the second generation of alternatives, where ethanol, or any form of liquid
fuel, is extracted from weeds, produced through photosynthesis or even synthetically
(believe it or not, using methodologies used to produce anti-malaria drugs, if
I understood it correctly). No doubt Shell is investing heavily in this,
otherwise they would not have dwelled on this subject in their video (which,
after all, serves to promote their business in some way). But the fact that no
mention is made of when we could expect mainstream energy production from this
source makes me think they are quite far from it… or, if you want to be
cynical, perhaps they wait until the last drop of oil is extracted before
revealing their capacity to generate energy at large scale from this source.
The second
part is about reducing our energy consumption –or rather: make us use energy
more smartly. Fair enough: it is brave of Shell to focus on this subject, since
ultimately it reduces the need for their own products. On the other hand,
according to their own projections (see the chart that one Shell employee draws
in the video): demand for oil will likely grow to levels that surpass supply by a number of times. According
to any economic logic this will increase the price of oil, so regardless of the
smarter use of energy in the future, Shell still looks into years of profitable
business…
The video
zooms in on a smarter use of our roads (through self driving cars, with some appealing example
of research done by Scania trucks) and ‘smart cities’ (with a compelling
example of Masdar City in the UAE), as ways to reduce our energy dependence.
So did
these examples reassure me with regard of the pending energy crises we are
facing in the coming decades? Not for a millimeter. Did it reassure me in the
way big oil companies are searching solutions for it? Not an inch.
Basically,
the message of this video is this: we’ll think along a bit in how to reduce
energy dependency, we’ll even do some research in alternatives for oil, but for
the next three decades or so we’ll make sure to protect our profits.
What the
story totally misses out on, in my humble opinion, is the grander scale of
changes that are currently occurring, and might expand dramatically in next three
decades. Evolutions such as 3D printing, the sharing economy, collaborative
working tools and peer-to-peer development are, while relatively small still,
trends that indicate that the very texture of our economic model is radically
shifting. The very problems expressed in the video, while offering no
compelling sign of how to solve them, will make these developments even more
pressing. To name just one example: if every house or community somewhere in
the future would own a sizeable 3D printer, what would the effect be on the
global supply chain, global transport –and, hence, on oil consumption?
Shell’s
message in the video forms a nice example of how to think within the confinement
of one’s own paradigm, but it’s not this kind of thinking that will solve the energy
problem overall.
Tuesday, September 17, 2013
Why national borders are not set in stone...
If you think European national borders were fixed in stone, think again... here's a hallucinating trip of thousands years of nation building in Europe, just makes me wonder how this video will look like a thousand years from now !
Friday, September 13, 2013
Will (and should) governments be run like businesses in the future?
It is a
question that has been puzzling me for a while now: how will ‘governments’
evolve in the future. The question might sound bizarre. Haven’t governments always
been around? Most probably, but not necessarily in the form we experience them
now. Even government can morph into different shapes and functions, and indeed
have done so in the past. Furthermore, the current crisis, the impact of
climate change if (or: when) the worst scenario’s materialize, and specific
trends such as disintermediation, might impact governments as we know them
quite fundamentally.
I have
recently been sent a video which gave me further food for thought. It’s about
why governments should not be run like corporations:
All solid arguments as far as I’m concerned, even if you omit the ideological beliefs some might have about the subject. But my question is whether these arguments still stand in current circumstances.
Let’s look
at the first argument: governments do not exist to make profit, but have to
spend each Dollar of income to improve the common good. Sounds great. However, if
like me you live in a (democratic) country that sits on a burden of over 100%
of debt vs GDP, and a yearly budget deficit of 3% (and, no, I’m not Greek or
Italian), you might wonder if governments shouldn’t be forced to make profits
for the years to come, if you want to avoid jeopardizing the future of our
children and grandchildren (after all, someone will have to pay the bill).
Sure, the money governments collects should (and mostly does) serve the common
good. But the sad fact is that they have ever fewer money available to serve
this purpose. Some even start divesting in certain public responsibilities, at
least in states where public finance have come under strain. In case you
wonder: no, this trend is not limited to the ‘failed states’.
The second
argument is that citizens are not shareholders. Small shareholders have no
means to weigh on corporate decisions, but in a perfectly working democratic
process, citizens should weigh on decisions that affect them. But how big is my
vote as a citizen, really? My vote only counts when it is shared by a majority
of voters, just like it would if I was a shareholder of a company, no? At any rate, even if it is shared by a
majority, I would have no guarantee my ideas would be effectively implemented,
probably much less so in a democratic government election compared to a shareholder
meeting (where the CEO mostly has to act upon decisions taken by shareholders).
In a way, I know of no democracy that genuinely
implements the opinions and choices of the majority of its citizens.
The third
argument is about customers vs constituents. Surely, governments should not
treat us as mere customers, choosing to opt out on us when we’re too hard to
handle or to serve? Makes sense, even if I hear lots of my fellow citizens
wishing their government would look at them as clients rather than voting
cattle. But there’s something else going on, made inevitable by the crisis we
are in and the poor public finances in most Western countries: the rise of public-private
partnerships. For an increasing number of tasks, the help of private companies
is the only way to ensure things ‘get done’. And have no doubt that the ‘private’
piece of the equation is aiming at maximize profit, closing down any activity
that is not profitable, even if it serves the common good.
The ideas
in the video are certainly valid, and I have no hesitation in underwriting them.
My fear, however, is that we are already in a maelstrom that will turn
governments into businesses, whether we like it or not. With Naomie Klein’s ‘The
shock doctrine’ in mind: we’re in a perfect storm to make this happen. Just
read the ‘recommendations’ of the IMF or the European Commission to have
clearer sight on the hidden agenda. While their arguments are valid, their solutions
are not necessarily.
On the
other hand, one has to wonder whether this will not lead to a situation where
the government simply becomes irrelevant. If crises (both financial and
climatic) worsen in decades to come, and governments increasingly fail at fulfilling
their basic mission, will private initiatives not simply take over? Is the
outbreak of young social entrepreneurs (and even social innovation within
existing corporations) not an early sign of this?
Guesswork,
of course… but not that idle I believe…
Thursday, June 27, 2013
Can Big Data save the planet?
Big data is perhaps best known to companies for its capacity to provide much more knowledge about their customers, and eventually predicting their consumption patterns. The power of Big Data for this mean can hardly be underestimated. I've read a story today of a father who got enraged after his 16 years old daughter got mailings from a company trying to sell her baby stuff (picture the scene if you have a 16 year old daughter yourself!). When an executive from the company called him to apologize for the mistake, the father told him there was no need to, since his daughter just admitted to be pregnant after all… The power of analytics…
But Big Data can be beneficial in a much more profound and meaningful way as well. It can drag people out of poverty and generate social benefit for plenty of people (see one of my next blogs). And, more spectacularly: it can be of tremendous help to build a more sustainable future. Let me give some high-level examples of how this would work:
But Big Data can be beneficial in a much more profound and meaningful way as well. It can drag people out of poverty and generate social benefit for plenty of people (see one of my next blogs). And, more spectacularly: it can be of tremendous help to build a more sustainable future. Let me give some high-level examples of how this would work:
- The most obvious example lays in the way we manage our energy consumption. So-called ‘smart buildings’, among others, use the tremendous power of data analytics to manage energy consumption in the most efficient way. Think of smart meters etcetera, nothing new. But soon the smartness in buildings will automatically calculate and pro-actively take decisions to provide the most comfortable experience, in the least energy-consuming way. Based on thorough calculation and prediction of your habits and wishes. Your lifestyle will be digitized –for your own comfort! – and Big Data will be the heart of it.
- A less obvious example now. Look at the big retailers. They pile a massive amount of food of which huge chunks are bound to turn to waste, just because they want –and, let’s not argue about this- need to make sure all their shoppers’ needs are immediately fulfilled, even if these are merely potential needs. Overconsumption is clearly a flaw in our system (with regards of sustainability issues, that is), but overproduction is even worse. I didn't find any figures about this yet (if you have, let me know), but I wouldn't be surprised if at least one of each two cows that is bred and fed to end on my weekly menu, ends up dumped on the wasteland. Tie this to how polluting a cow is during its lifetime, and you see where I’m heading… If Big Data can predict more accurately when and how we want our steaks (above the usual barbecue season prediction), perhaps we could adjust our cattle management and make it more sustainable, or at least less polluting.
- Which brings me to a next point… as the example of my weekly steak points out, if Big Data can predict my consumption of it more accurately, as well as where I’m likely to buy it, it will tremendously decrease the logistic strains linked with my consumption. My retailer will know when I need my steak, and avoid having a stockpile of steaks for the eventuality of me coming around to buy one. With the result of having to throw away half of them if I don’t get by while they maintain this stock, or having truckload of useless meat driving around to get me meat I don’t want at that moment… I know, I’m stretching the limits of my credibility here. But it’s not just about my steak. Project this example on millions of consumers, and you can easily see how predictive modeling (Big Data) could tremendously improve, make more efficient, and make less polluting the global logistic spider-web on which we have grown to be dependent on.
Wednesday, June 26, 2013
Is Big Data really a megatrend?
Many people
ask me why I don’t include ‘Big Data’ in my list of (mega)trends I am
monitoring. Surely, ‘Big Data’ is more than just a buzz-word, and is certainly
to evolve much further in the coming years?
Well, at
the risk of being semantic about this, ‘Big Data’ as such is not exactly a
trend. Analyzing big portions of information and turning it into insights is
something humans have been doing increasingly since the start of written
language. What has changed recently however is the sheer amount of data at our
disposal, and the emergence of tools with which we can make since of all this
data. But the exponential amount of data is in itself the consequence of other
trends I closely monitor (social media, Internet of Things, …), and the new
technologies are not so much a trend in itself, rather a natural response to
our specific need in understanding the data.
That said, Big
Data in itself will certainly become a big factor in many of the trends I
follow (see the updated list hereunder). For instance, it can play a huge role
in limiting the pace of climate change, through a better monitoring of the
climate itself, for one. But one might think of more subtle, indirect impact of
Big Data on climate change. Big Data could improve the complete supply chain of
retailers, adjusting their stocks to what their customers are predicted by Big
Data models to need in the near future, hence reducing waste and
overproduction. Insurance companies could use Big Data to transform themselves
into a service for people to avoid specific risks, again reducing potential
waste (it could send an sms to its clients warning them to put their car in the
garage when a big hail storm is underway, preventing damage to the car).
Okay, for
some of the Big Data applications we still have a long way to go. But if its applications
surpass the mere predictions of customer behavior for advertising needs –I have
no doubt it will- it promises to have a big, positive impact on the efficiency
(and, hence, the green-ness) with which our society is organized…
Ah, for those in need of an introduction to Big Data, spend some time on these presentations:
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