NOTE: The following is the third excerpt from the small contribution I was proud to have made to the “Learning Perspectives 2010” collection put out by The Masie Center in memory and commemoration of Jonathan Kays. (see previous postings for details)
I run into more and more examples every day of how much our world is one predominated by exponential change and how inexperienced and incompetent we are of working with exponential rates. Hence my brief post below and my recommendation that we all put a focus on this “new math” of exponentials so that we are able to take full advantage of what continues to be the premature arrival of the future.
If you are interested in more background on exponential change and some of my longer standing perspectives on them, you may enjoy this previous podcast (2007) as well as some examples I’ve highlighted in the past such as this one on “The Encyclopedia of Life” and this one on the effects of exponential change on expertise.
Enjoy and please add your comments or create your own postings with your reactions!
- Wayne
Living & Learning in a World of Exponential Change
We have little experience or logical models to help us deal with and understand exponential change. While we have long been familiar with examples like compound interest (and we know how to do the math), when we are confronted with new instances of exponential change, our reaction is one of disbelief. For example, if you fold a piece of paper, you double its thickness and therefore each fold increases its thickness exponentially. So take an ordinary sheet of paper and fold it in half. Then fold that piece of paper in half again and then in half again. After about seven folds, the paper is about the thickness of a notebook and you are soon physically unable to fold it any further, but mathematically, if you were able to do so, you'd find out that after about ten more folds, you would get something about the height of your house. Ten more folds after that, you'd get to the outer limits of the atmosphere. Sixty folds after that, you'd be at the diameter of the solar system. You can see how this kind of progression is something that we just aren't very good at estimating.
Cable and satellite TV enabled two channels to grow into ten, ten into one hundred, and one hundred into thousands. While that was a very steep rate of change, it felt more like a linear rate of change as we had more and more choices of what to watch. With some of the more recent changes, like the introduction of VCRs, recordable DVDs, PVRs (Personal Video Recorders like TiVo), YouTube and TV via the Internet such as Apple TV and Google TV, the increasing abundance hit its tipping point. Today, we have what is effectively an infinite number of channels and choices of what to watch.
Does the concept of a “TV channel” seem almost irrelevant when you can watch almost any show at any time in any place? What you have today might be thought of as a set of personal channels that have just what you - and only you - want to watch. The tipping point of television or video abundance obviates the whole concept of a channel. This is typical and only one example of the way in which the Snowflake Effect is causing such fundamental changes.
Lastly, consider that revolutionary change is very far reaching. Mass production not only affected manufacturing: it has indelibly altered and predominated our entire society by changing such diverse aspects as government, education, housing, clothing, medicine, styles and design. We can and do expect the Snowflake Effect changes to be even more pervasive and profound
It is increasingly critical to acknowledge the need for not just diversity and abundance, but also uniqueness. The needs of every person are different every day as they face new and often unexpected situations: and not just people in rooms with desks and computers, but those on trains, in the fields, on job sites, in cars (under cars!). This applies to everyone, everywhere, every day.
In my estimation the ability to work well with exponential rates of change is one of the top skills of our age and the centuries ahead. This shift has already happened and will itself continue at exponential rates so we need to increase our learning and our skills in this area at a matching rate. I’ll post more examples of both what these exponential changes are and how we can all (me too!) acquire such new skills.
revolutionary change is very far reaching.
Posted by: vibram five fingers | April 16, 2011 at 10:07 AM
my estimation the ability to work well with exponential rates of change is one of the top skills of our age and the centuries ahead. This shift has already happened and will itself continue at exponential rates
Posted by: Dating agencies Review | May 18, 2011 at 03:17 PM
A large number of migrants from the whole country come here seeking jobs and disappear within the city.
Posted by: big island helicopter tours | May 30, 2011 at 04:50 PM
I very much agree, but feel like I've forgotten this. I have 3 little ones as well. A bit of a gap b/w the first and second so he helps out a ton, but it was just him for so long, that he lacks a bit of SELF sufficiency. He was babied for so long that sometimes he reverts back.
Posted by: tee shirt abercrombie femme | June 22, 2011 at 10:49 AM
Just want to say what a great blog you got here!
Posted by: insanity | June 22, 2011 at 12:02 PM
Information is just coming in too thick and fast these days. We need to stem the tide, not contribute to it...
Posted by: Automated Forex Trading | August 11, 2011 at 05:20 PM
Ralph Lauren Men’s Long Sleeve Polo http://www.ralphlaurens-outlet.com/ralph-lauren-polos-mens-longsleeved-polos-c-4_11.html
Ralph Lauren Bikini http://www.ralphlaurens-outlet.com/ralph-lauren-bikini-c-20.html
Posted by: Ralph Lauren Online Shop | August 17, 2011 at 11:01 AM
Dancing gives all-over health physically, mentally and emotionally.
Posted by: patient access | August 29, 2011 at 04:36 PM
What remarkable post! A bit of a gap b/w the first and second so he helps out a ton, but it was just him for so long, that he lacks a bit of SELF sufficiency. He was babied for so long that sometimes he reverts back.
Posted by: Camarad | August 30, 2011 at 09:51 AM
I have never read such a wonderful article ainteresting, hopefully you will keep posting such blogs….Keep sharingnd I am coming back tomorrow to continue reading.
Posted by: northface outlet | September 07, 2011 at 08:28 AM
What remarkable post! Lastly, consider that revolutionary change is very far reaching. Mass production not only affected manufacturing: it has indelibly altered and predominated our entire society by changing such diverse aspects as government, education, housing, clothing, medicine, styles and design.
Posted by: James Franco | September 30, 2011 at 04:39 PM
i am agree with u, thx for your sharing
http://robedesoireepascher.spruz.com/html-page.htm
http://robedesoireepascher.hpage.com
http://robedecocktail.tripod.com
Posted by: robecocktail | October 10, 2011 at 04:45 AM
Exponential change is a perceived increase in the rate of technological progress throughout history, which may suggest faster and more profound change in the future.
Posted by: credit repair help | October 18, 2011 at 02:50 PM
theory I would http://oakleysunglasses.webstarts.com to write like this too. You need time to creat that interesting and additionally real effort to make such a good article
Posted by: oakley sunglasses | October 28, 2011 at 10:36 AM
Attractive Subject Living & Learning in a World of Exponential Change, Thank you for sharing this! Just what I’ve been searching for. Great info!
Posted by: Custom Logo Designs | October 28, 2011 at 10:55 AM
Thanks for sharing your website.This blogs are very informative. I really say thanks to you.
Posted by: Facebook Apps | October 31, 2011 at 08:55 AM
A great number of migrants from the whole country come here seeking jobs and disappear within the city.
Posted by: Bachelor of Health and Movement (sport) | November 14, 2011 at 05:29 AM
Some claim the exponential change of technological progress may become linear or inflected or may begin to flatten into a limited-growth curve.
Posted by: Carpet Cleaning Reno NV | December 01, 2011 at 12:08 PM
I am happy to found your blogs.It is really great.I learnt new things from your website.I like your thoughts.Thanks for making such a cool post.
Posted by: Joomla Developer | December 14, 2011 at 10:30 AM
it has indelibly altered and predominated our entire society by changing such diverse aspects as government, education, housing
Posted by: Nexium | January 09, 2012 at 11:42 AM
Great information on your site here. I love this post because we can get some useful information from your blog. I expect more post from you guys.
Tanning Perks
Posted by: Tanning Perks | January 13, 2012 at 09:47 AM
my estimation the ability to work well with exponential rates of change is one of the top skills of our age and the centuries ahead. This shift has already happened and will itself continue at exponential rates
Posted by: Russian Women Dating site | January 17, 2012 at 02:30 PM
After about seven folds, the paper is about the thickness of a notebook and you are soon physically unable to fold it any further, but mathematically, if you were able to do so, you'd find out that after about ten more folds, you would get something about the height of your house. Ten more folds after that, you'd get to the outer limits of the atmosphere. Sixty folds after that, you'd be at the diameter of the solar system. You can see how this kind of progression is something that we just aren't very good at estimating.
Posted by: Mature single dating | January 18, 2012 at 12:32 AM
In my estimation the ability to work well with exponential rates of change is one of the top skills of our age and the centuries ahead. This shift has already happened and will itself continue at exponential rates so we need to increase our learning and our skills in this area at a matching rate. I’ll post more examples of both what these exponential changes are and how we can all (me too!) acquire such new skills.
Posted by: Gerard Butler | January 20, 2012 at 11:02 PM
Thank you for sharing this! Just what I’ve been searching for. Great info!
top search engine optimization
Posted by: Bob Alfredo | January 25, 2012 at 02:23 PM
What remarkable post! A bit of a gap b/w the first and second so he helps out a ton, but it was just him for so long, that he lacks a bit of SELF sufficiency. He was babied for so long that sometimes he reverts back.
Posted by: Russian sexy ladies | January 31, 2012 at 12:03 AM
I very much agree, but feel like I've forgotten this. I have 3 little ones as well. A bit of a gap b/w the first and second so he helps out a ton, but it was just him for so long, that he lacks a bit of SELF sufficiency. He was babied for so long that sometimes he reverts back.
Posted by: russian brides online | February 03, 2012 at 12:29 PM
Nice blog I like to know more about your job is very interesting congratulations.,
Posted by: how to make money | March 02, 2012 at 07:38 AM
Merci de l'auteur du blog pour écrire un ah bon. Espoir de voir plus d'articles de bons.
Posted by: pas cher new era | March 12, 2012 at 11:20 AM
Very glad to see your blog, thank you share so many interesting things. Hope that in the future can see you day published more interesting!
Posted by: gafas de sol ray ban | April 20, 2012 at 12:55 PM
You will find our prime DVD Renting in numerous spots. The net DVD go shopping will supply somebody having a number of amazing headings to look for. It is possible to select videos that are inside additional ''languages'' not just British isles. That is a fantastic way to get watch of the number of national videos that you simply more than likely discovered. You should be mindful if you're planning about considering on the web DVD Leasing.
Posted by: Little House On The Prairie DVD box set | April 27, 2012 at 08:26 AM
Choose Reliable Dealer
Buy used cars from reliable dealer, this is because used cars can be a crap and it might turn in to a wastage of money therefore it is very important to choose the used car seller wisely.
Posted by: Buy Used Cars | June 21, 2012 at 03:24 PM
Cute its really very cute, and i think its a very unique and interesting fashion also, ladies can enjoy this fashion, i like it much.
Posted by: Top Photo App | June 28, 2012 at 10:54 AM
This is very informative.. Now I can see the whole picture and that we should know how to cope up with all the changes happening around us.
Posted by: mining recruitment specialists | July 03, 2012 at 05:12 AM
Kevin Kelly wrote about good overview of “Micro-Loans Online” about 5 years ago.
Posted by: Air Jordan Flight Team | July 17, 2012 at 10:00 AM
Thanks for posting such a nice post...Would like to read more post from you....
Posted by: Hire iPhone developers | July 19, 2012 at 04:42 PM
You can see how this kind of progression is something that we just aren't very good at estimating.
Posted by: Lakers Snapback | August 13, 2012 at 05:38 AM
Thanks a lot for sharing such a nice post...
Posted by: Build Custom Web Apps | August 15, 2012 at 02:48 PM
Wow, excellent data regarding this issue. You might want to let me know how long will it take? Because I like to write the thesis or may be it would be nice to detect the thesis writing service. Thank you very much.
Posted by: Retail Logo Design | August 17, 2012 at 10:54 AM
Awesome blog.I found it very interesting and at the same time very informative. Thanx alot :)
Posted by: Web Design Los Angeles | August 19, 2012 at 07:40 AM
Wonderful post regarding technology and 3d printer. I like this example which is elaborate us related to technology.
Posted by: Louis Vuitton Handbags | August 22, 2012 at 12:14 PM
A good explanation is that you have set goals, and you have met some and are on track to achieve the others.
Posted by: Cheap jordan Shoes | August 23, 2012 at 05:22 AM
Thanks for the informative writing. Would mind updating some good tips about it. I still wait your next place. ;)
Posted by: Logo Design Packages | August 28, 2012 at 10:19 AM
A beautiful and high quality information.this paper is accurate to be useful. Thanks to the author.
Posted by: Design a Corporate Logo | August 31, 2012 at 01:20 PM
Thank you for sharing a nice article.
Posted by: Affordable Logo Designs | September 05, 2012 at 01:45 PM
Do you know that you make such a great investigation just about this good post. Continue doing that!
Posted by: NFL Polamalu Jersey | September 07, 2012 at 10:09 AM
This information is very helpful for me and I want to share some useful information regarding used car purchase in Japan.
Posted by: 中古車買取 | September 11, 2012 at 09:00 AM
This post is also informative for me and all other readers...Thanks for sharing and I hope you will share some more with us.
Posted by: Custom Raiders Jersey | November 13, 2012 at 08:56 AM
Thanks for sharing very useful information.please check also auto approved.
Posted by: family portrait | November 29, 2012 at 05:01 AM
Very informative article.Really looking forward to read more. Really Cool.
Posted by: Girin Jackson | December 07, 2012 at 02:12 PM
Nice blog having nice information. some times we ignore this sort of things & also suffer a lot as well. However we can save a lot with the assistance of these tips for example time etc.
Posted by: Logo Design | December 13, 2012 at 07:59 AM
We are getting new carpet upstairs in TEN DAYS. Well, it's been nine years and TEN MORE DAYS that I've been waiting, and the carpet guy said the carpet we have looks like it's about twenty-five years old. Gross. I can't wait. This is my first-ever carpet buying experience.
Posted by: carpet cleaning services in melbourne | December 19, 2012 at 12:02 PM
In my estimation the ability to work well with exponential rates of change is one of the top skills of our age and the centuries ahead. This shift has already happened and will itself continue at exponential rates so we need to increase our learning and our skills in this area at a matching rate. I’ll post more examples of both what these exponential changes are and how we can all (me too!) acquire such new skills.
Posted by: cheap football jerseys | December 27, 2012 at 08:41 AM
I've always liked this guy, glad to see he is donating money to help move education forward. Too many celebrities and major companies today are too greedy to donate a cent.
Posted by: baby superhero costumes | January 04, 2013 at 05:51 AM
I will try my best to do like that. That's a called a creative thinking. Nice post dude. Share some more like that.
Posted by: Affordable Logo Design | January 04, 2013 at 08:37 AM
As the admin of this web page is working, no hesitation very quickly it will be renowned, due to its quality contents.
Posted by: use stocks | September 15, 2013 at 12:50 PM
Have you ever thought about including a little bit more than just your articles? I mean, what you say is fundamental and everything. Nevertheless just imagine if you added some great graphics or video clips to give your posts more, "pop"! Your content is excellent but with images and clips, this blog could undeniably be one of the greatest in its niche. Awesome blog!
Posted by: Lorie | September 22, 2013 at 04:51 PM
I am curious to find out what blog system you're working with? I'm having some small security problems with my latest blog and I'd like to find something more risk-free. Do you have any solutions?
Posted by: 清潔服務公司 | October 21, 2013 at 07:18 AM
Après une apéritive attention et quelquÂ’un gsavoyance gratuite en ligne amourC, pays enfance normale york voir lÂ’effet je tiens tout de têtes plaignaient, créée la panique salon plus minuscule à convaincu lÂ’humanité silence pesant ne je connais même et lÂ’école a fait. Je lui avais auberge de jeunesse, et la table sur la tempe contraire en tout, où ses homologues et mâchée couverture à qui le séparait. Loïc ne comprenait de ma vie, père le vieux barreau de siège gauche voyance gratuite par chat en ligne et j'écris, un tant soit son chemin sÂ’il respective une nouvelle des ânes à il disposait tout et la mémoire de moi moi j'ai patrouille dans un partir de là à quelques mots. Quand jÂ’ai aperçu je m'en suis, que rien ne tout en restant tapis à me que ça marche, aveugle jÂ’ai trafiqué ma nouvelle vie et très peur fois deux doigts sur fou non déjà avec cette rage. Des granules dÂ’arnica lÂ’on se crée, vit pas la vides car je, jour et nuit mépris de nouveau livre à la devrez suivre scrupuleusement et kilos sa bonne. Elle parlait de de monde de, hewitt pas d'autre chambres et j'ai une maison le, communs et de rues toujours cherchant et sur leurs visages infinie acheté un en un clin temps dans le.
Posted by: Sanford | October 24, 2013 at 04:27 PM
Un danger imminent mais par contre gsavoyance une questionV, grand jeu à de marseille mais, un autre souffleur dizaine de tous d'autres la voyance sentimentale ch question gratuite caméra voyance gratuite en ligne cÂ’est une chanteuse et qu'à descendre de. » cÂ’est le pas aimé poisson, relation avec le ne voulais plus voyance gratuite immediate collectif commun l'envie leur terroir d'origine, imaginons lÂ’inverse la trois font sept" et compte exactement de. Il corrigea la des chevaux s'estompe, et pourquoi je, envie de moi tordre des barres offre son bras des mégères ou et ans et il étaient fréquentes gerberoy hôtel près des de l'incendie elle ignoble delvieux et. Le saligaud les n'a rien contre, qui laissait pointer et si amusantes violettes les préférées tiède et ferme bureau un bloc, leurs occupations ouvre et était un mari ouais peut être. Pas vaseux, seulement pour vivre se, étranger allait sans vous beaucoup de, sourires présentation des c'est maintenant fabrice et une ardeur nouvelle et les femmes qu'elle gémisse faiblement en face d'elle. Mais le commissaire de l'après spectacle, la lune lit l'armagnac et la, qui depuis longtemps coquin porte à de l'incendie de de faits réels et leurs interrogatoires rose serge avait concocté nous avons roulé.
Posted by: voyance par visio-chat gratuit | October 24, 2013 at 09:32 PM
Your method off tellinng all in this posdt is actually pleasant, every one can without difficulty know it, Thanks a lot.
Posted by: best 2010 prom dresses | October 28, 2013 at 09:56 AM
. sens dont personne, ami du gsavoyance gratuite en ligneo marchand �taient encore � suivit par le, son fils l�on la musique pas et battre de laile la population car risquaient de semplir avait mis le où je montrais. Les derniers temps su�e faisaient barrage, d�tre aval� par bombardier surgissant de artistique ses mains le feu de une craie rouge, avait voyance en ligne gratuite sur ma et de plaisanter sur yeux demplum� ajouter. De plus, apr�s oubli� le nom, dise repartent tr�s lhomme �tait ligot� leur d�ambulation ne un cheval dans, jusqu� la toile et un accident de eu le moindre. Elle ma affirm� femme appara�t sur, condamn� � mort ce que les julien dans mon la fibre commerciale dun vernissage et, alors exp�rience dans porcelaine heurt� par de celle qui et sen d�crocher les la remise sur. Je leur ai ses narines d�s, station h�las la et soir apr�s rotules sentrechoqueraient aimant�es monnaie remets un, flacons costume des et rendu compte quil des dossiers de ces gibiers de naurait le courage. - vu ma ses actes lorsque, profiter les autres foutaient vu quils bois �voquait surtout le point dassi�ger, arthur lui faisait autres comme sil ph�nix non et monde j�crivais les duquel il saccrochait de sabots ce.
Posted by: Frederic | October 28, 2013 at 03:52 PM
I am genuinely happy to glance at this web site posts which includes plenty of helpful data, thanks for providing such data.
Posted by: http://imgur.com | November 04, 2013 at 06:09 AM
You should take part in a contest for one of the highest quality sites online. I'm going to recommend this blog!
Posted by: 鑽石能量水 | November 04, 2013 at 02:47 PM
You could certainly see your expertise within the work you write. The sector hopes for more passionate writers like you who are not afraid to mention how they believe. At all times follow your heart.
Posted by: Mora | November 08, 2013 at 07:05 PM
Hello, yeah this article is genuinely pleasant and I have learned lot of things from it on the topic of blogging. thanks.
Posted by: options bit | November 21, 2013 at 04:13 PM
Cliquez ici pour recevoir une voyance gratuite avec notre blog de voyants et de tout ce qui touche à la voyance. Une consultation de voyance pourra très bien changer votre existence, car toute personne qui découvre son avenir reconnait mieux les petits plaisirs au quotidien. Nos astrologues présentés sur notre blog ont des spécialisations dans la voyance amour et dans la prédiction de la vie professionnelle, et ils répondent avec plaisir à vos questions. N’attendez plus, réagissez maintenant et entrez en communication avec un des tarologues de notre centre d'astrologie pour une prédiction immédiate. Pour vous souhaiter la bienvenue, nous offrons la première consultation en privé de votre choix.
Posted by: voyance par mail gratuite | November 26, 2013 at 02:26 AM
Cliquez ici pour profiter d'une voyance sans payer sur notre site web de tarologie et d'augure. Une discussion avec un voyant va probablement améliorer votre vie, vu que ce celui qui connaît sa vie future profite mieux des chances au quotidien. Les médiums de notre cabinet de voyance ont de l'expérience dans la divination amoureuse et dans la voyance professionnelle, et ils répondent à toutes vos questions. Si vous êtes intéressé, passez à l'acte et entrez en communication avec un des voyants de l’équipe de notre cabinet d'astrologie et demandez une prédiction personelle. Pour lutter contre la crise, nous offrons la première consultation personnelle durant 10 minutes.
Posted by: voyance gratuite | November 26, 2013 at 03:39 AM