Was 2016 the year Artificial Intelligence went mainstream?

As a machine learning practitioner, there was one graphic that stayed with me more than any other in 2016, and not because it delighted me. The Gartner Hype Cycle for Emerging Technologies 2016 was trending on social media. Every technology wonk, people whom I greatly respect, was posting, commenting and retweeting that graphic. I couldn’t help but notice that my field of work, machine learning, was perched, ingloriously, at the very pinnacle of the cycle.

At the time that it seemed at least one out of every ten entries on my Twitter feed made reference to this ignominious infographic, I was working for several companies, implementing these self-same technologies in their enterprises and growing almost giddy at the ease with which we were able to do things faster and better. I was left with a feeling of great unease that, like all episodes of cognitive dissonance, spurs one on to resolve the contradiction. It seemed my experience was at odds with that of the people in the know.

In resolving this seeming paradox, I came to the conclusion that two very different technological perspectives are at play here. They conspire to create what amounts to a disjointed view, of a key technology, that threatens to leave enterprises literally behind the curve.

 

 

Force Multipliers

 

There are several forces aiding and abetting this divergence. Firstly, big data, in all it dimensions (amount of data), speed of data, and range of data types and sources), has created fodder for training machine learning algorithms like never before. Secondly, computational power and cloud computing, especially using graphics processing units (GPUs), have largely beaten back the problem of the “combinatorial explosion”, which made certain algorithm unworkable. Thirdly, data science has become a hot career choice, widely accessible through MOOCs, which has somewhat relieved the pressure on companies to find good hires in the field. Fourthly, companies like Google, Facebook, and the Chinese firm Baidu have established very strong research units, e.g. Google DeepMind, Facebook AI Research and Andrew Ng’s team at Baidu.

The wresting away of research leadership from educational institutions by large corporates has been an interesting development, and somewhat unforeseen. Large corporations have realized that to get the very best talent, they needed to not just provide top salaries, but opportunities to engage in groundbreaking research. The extent to which the center of mass has shifted is evidenced by Yann LeCun, head of Facebook AI Research, delivering the keynote address at NIPS (the premier machine learning and computational neuroscience conference) in December of 2016. NIPS 2016 had more than 5,000 attendees, and unheard of number in the industry.

Finally, there has been a tidal shift towards open source software within the machine learning movement. Google open sourced it’s Tensorflow system in November 2015. Since then it has seen phenomenal growth and a torrent of contributions from the community. Other frameworks, like Theano, Caffe, Torch and MXnet, already enjoyed support within the open source community. Apart from that, the most popular languages to implement these frameworks (e.g. Python) are open source.

 

The Nadir of the AI Movement

 

Engaged in all these frenzied activities, one can be forgiven for forgetting a second perspective with a much more jaundiced eye. This perspective was born out of the so-called AI winter. By most accounts, the nadir of the AI movement came in 1973 with the publication of the Lighthill report. The report was deeply skeptical of AI to deliver on its grandiose promises, and led to funding being cut for most of the artificial intelligence projects in the United Kingdom. It had a knock-on effect, with similar results around the globe. Academics became fearful of calling themselves AI researchers, should they be labelled as fanciful or eccentric. AI continued to live on under the guise of “informatics”, “machine learning”, or even “cognitive systems”.

Even as artificial intelligence research took on a decidedly clandestine character, a very different development occurred. Sometimes referred to as the Lotus revolution, the launch of Lotus 1–2–3 in the early eighties, changed the way industry conducted itself. Financial modeling went mainstream. Enterprises started looking towards proprietary productivity tools for an advantage. In recent years, the promises of these tools have themselves proven to be illusory, as we’ve seen productivity growth stagnate.

 

Artificial Intelligence in 2017

 

What, then, is a realistic view of artificial intelligence in 2017. The truth is that we have not attained what practitioners call artificial general intelligence. There are no truly intelligent bots out there. Beating opponents at chess or Go, is not what we have in mind when we talk about AI.

Having said that, machine learning has made tremendous progress. We can now use our algorithms to optimize call centers, drive cars, fly drones, manage our security, recommend what to read, watch, buy and listen to. Machine learning algorithms outperform physicians at diagnosis, predict epidemics, and lower your insurance premiums, without ever achieving the Hollywood version of artificial intelligence, because they know more (they have vastly more data) and they compute far better then the human brain ever will.

AI did not disappear during the AI Winter, it just went silent. It’s development continued, and is now accelerating beyond our wildest expectations because of industry and open source working together. The AI Winter is over.

The danger to business leaders is that their reliance on proprietary and legacy systems within their enterprises, and the profound shift in thinking required towards machine learning, will leave them paralyzed to take advantage of the bonanza machine learning is about to deliver. As Andrew Ng is fond of saying, “AI is the next electricity”, and that might not be hype.

(image credits: Gartner)

***

Join us at the Chief Data & Analytics Officer Africa happening on July 3-5, 2017. For more information, visit www.coriniumintelligence.com/chiefdatanalyticsofficerafrica

By Raymond Ellis:

Raymond Ellis is the Principal Data Scientist at Igel und Fuchs. Connect with him on LinkedIn

Save

Related Posts

Comments

  1. Hi, i feel that i saw you visited my weblog so i came to go
    back the desire?.I’m attempting to find things
    to enhance my web site!I suppose its good enough to
    make use of a few of your concepts!!

  2. Excellent post. Keep posting such kind of information on your blog.
    Im really impressed by it.
    Hi there, You have done a great job. I will certainly digg
    it and for my part recommend to my friends. I am confident they’ll
    be benefited from this website.

  3. Hi, I do believe this is a great site. I stumbledupon it 😉 I’m going to return once again since i have
    bookmarked it. Money and freedom is the best way to change, may
    you be rich and continue to help others.

  4. Floyd says:

    I like it when people come together and share opinions.
    Great site, continue the good work!

  5. judi poker says:

    Hello
    this is my first visit to your site

    Great your site. When i view your article and view your site have good.
    I like your site.I have feel good in your content the best.
    Article have good on cyber world.

    Thank for sharing article

  6. Eula says:

    My brother recommended I might like this website. He was entirely right.

    This publish truly made my day. Yoou can not imagine
    simply how a lot time I had spent for this information! Thanks!

  7. This piece of writing will assist the internet users for building up
    new blog or even a weblog from start to
    end.

  8. I haven’t checked in here for some time simply because I was thinking it
    was getting dull, but the last few posts are really good quality thus
    I guess I’ll add you back to my day-to-day bloglist.
    You deserve it my buddy.

  9. Hello there, just became alert to your blog through Google, and found that it is truly informative.
    I am going to watch out for brussels. I’ll appreciate if you continue
    this in future. Many people will be benefited from your writing.
    Cheers!

  10. Whats up this is somewhat of off topic but I was wanting to
    know if blogs use WYSIWYG editors or if you have to manually code with HTML.

    I’m starting a blog soon but have no coding expertise so
    I wanted to get advice from someone with experience. Any help would be greatly appreciated!

  11. Quality content is the crucial to interest the viewers to visit the site, that’s
    what this site is providing.

  12. Hello, i feel that i saw you visited my website so i got here
    to return the want?.I am attempting to find things to enhance my site!I assume its good
    enough to use some of your concepts!!

  13. Hey There. I found your weblog using msn. This is a really smartly written article.
    I’ll make sure to bookmark it and return to learn extra of your useful info.
    Thank you for the post. I will definitely comeback.

  14. Thank you for the auspicious writeup. It in fact was a amusement account it.
    Look advanced to far added agreeable from you! By the way, how could we communicate?

  15. Excellent post but I was wanting to know if you could write a litte more on this topic?
    I’d be very thankful if you could elaborate a little bit more.
    Thanks!

  16. whoah this blog is fantastic i like reading your posts. Stay up the good work!
    You understand, many individuals are searching round for this info, you can aid them greatly.

  17. Wow, superb weblog structure! How lengthy have you been running a blog for?
    you make running a blog glance easy. The whole glance of your site is excellent, let alone the content!

  18. My brother suggested I might like this web site.
    He was entirely right. This post truly made my day.
    You cann’t imagine simply how much time I had spent for this information!
    Thanks!

  19. click here says:

    I was able to find good information from your blog posts.

  20. wonderful put up, very informative. I’m wondering
    why the opposite specialists of this sector do not realize this.
    You should continue your writing. I am sure, you have a huge readers’ base
    already!

  21. lacole.me says:

    I enjoy what you guys are usually up too. Such clever work and coverage!
    Keep up the good works guys I’ve included you guys to my personal blogroll.

  22. We provides office setup & technical support services and we will help you Microsoft Office setup.

  23. We provide latest and all versions of office setup and given the most effective services associated with Microsoft Office Setup.

  24. Office Setup provide online MS office tech support to all Microsoft Products. We give 100 % Customer fulfillment.

  25. After buying Microsoft Office for setup installation process. our team who always ready to help you any time.

  26. Visit office.com/setup after buying Microsoft Office for setup installation process. our team who always ready to help you any time.

  27. AVG Technical Support phone number to direct connect with AVG antivirus expert for getting live AVG support by AVG Customer Support.

  28. Looking for AVG Tech Support help contact to AVG Support Phone Number by toll-free and solve your issues.

  29. Avg.com-setup.com provide an online technician to secure your computer data Contact AVG Customer Service.

  30. Norton is the best antivirus.So Norton Antivirus install and protect your system. installing & downloading please do call and solve your issues.

  31. Facing any problem using Norton Antivirus don’t be hesitate pick your phone dial our toll free number our Norton 360 Support will solve your errors quickly, easily and correctly.

  32. Katharina says:

    What’s up to every body, it’s my first visit of this web site;
    this weblog includes awesome and in fact excellent information in favor of visitors.

  33. Hi there to all, the contents existing at this web site are really amazing for people knowledge, well, keep up the nice
    work fellows.

  34. Wonderful article! This is the kind of information that are meant
    to be shared around the internet. Disgrace on the seek engines
    for no longer positioning this post upper!
    Come on over and seek advice from my website . Thank you =)

  35. click says:

    Hello, Neat post. There is an issue with your site in internet explorer,
    could check this? IE still is the marketplace chief and a big component of other people will omit your magnificent writing because of this problem.

  36. I think the admin of this website is really working hard for his website,
    as here every material is quality based material.

  37. Hello, for all time i used to check web site posts here early in the dawn, because i love to learn more and more.

  38. www.agtmi.it says:

    Woah! I’m really loving the template/theme of this website.

    It’s simple, yet effective. A lot of times it’s hard to get that “perfect balance” between user friendliness and visual appearance.

    I must say you’ve done a amazing job with this. Also, the blog loads extremely quick for me on Firefox.
    Superb Blog!

  39. Hi there, I found your website via Google
    even as looking for a comparable topic, your web site
    got here up, it appears to be like good. I have
    bookmarked it in my google bookmarks.
    Hi there, just turned into alert to your weblog through Google, and located that it’s truly informative.
    I am gonna watch out for brussels. I’ll
    be grateful should you proceed this in future. Numerous other people might be benefited out of your writing.

    Cheers!

  40. Wonderful, what a blog it is! This weblog provides useful information to us, keep it up.

  41. Thanks for any other informative website. Where else may
    just I get that type of information written in such an ideal means?
    I’ve a mission that I am simply now working on, and I’ve been at the look
    out for such information.

  42. Howdy! I know this is kind of off topic but I was wondering
    which blog platform are you using for this site? I’m
    getting sick and tired of WordPress because I’ve had issues with hackers and I’m looking at alternatives for
    another platform. I would be great if you could point me in the direction of a good platform.

  43. I am regular reader, how are you everybody?
    This paragraph posted at this web page is truly pleasant.

  44. I’ve been surfing online more than 3 hours today, yet I never found any interesting article like
    yours. It is pretty worth enough for me. In my opinion, if all webmasters
    and bloggers made good content as you did, the web will be a lot more useful than ever before.

  45. It’s going to be finish of mine day, except before end I
    am reading this fantastic article to increase my experience.

  46. I’m not positive the place you’re getting your
    info, but great topic. I must spend some time finding out much more or understanding more.
    Thanks for wonderful info I used to be searching for this info for
    my mission.

  47. My spouse and I stumbled over here different page and thought I should check things out.
    I like what I see so now i’m following you. Look forward to
    finding out about your web page yet again.

  48. here says:

    I’m not that much of a internet reader to be honest but your sites really
    nice, keep it up! I’ll go ahead and bookmark your website to
    come back in the future. Cheers

  49. Excellent article. I will be experiencing many of
    these issues as well..

  50. I think this is among the most significant information for me.
    And i am glad reading your article. But should
    remark on few general things, The site style is
    wonderful, the articles is really excellent :
    D. Good job, cheers

  51. With havin so much content and articles do you ever run into any problems of plagorism or copyright infringement?
    My blog has a lot of completely unique content I’ve either written myself or outsourced but it appears a lot
    of it is popping it up all over the internet without my
    permission. Do you know any techniques to help protect against content from being stolen? I’d genuinely appreciate it.

  52. you are truly a just right webmaster. The web site loading
    speed is incredible. It sort of feels that you are doing any unique trick.
    In addition, The contents are masterwork.
    you have done a fantastic job in this topic!

  53. Kathy says:

    Howdy, I do believe you blog may bee having web browser compatibility problems.

    Whenever I take a look att your website in Safari, it looks fine however,
    when opening in I.E., it hhas some overlapping
    issues. I simply wanted tto provide you with a quick hads up!
    Aside from that, excellent site!

  54. Gra bardzo fajna bez insectów i te dragi niesamowite.

  55. It’s an remarkable post in support of all the online users; they will obtain benefit from it I am sure.

  56. I am sure this piece of writing has touched all the internet
    people, its really really fastidious article on building up new website.

  57. this page says:

    This website really has all the information and facts I wanted about this subject and didn’t know who to ask.

  58. You’ve made some really good points there. I looked on the internet to find
    out more about the issue and found most people will go along with your views
    on this website.

  59. For latest news you have to pay a quick visit world-wide-web and on world-wide-web I found
    this website as a best web page for newest
    updates.

  60. Arlie says:

    hello!,I love your writing very much! percentage we
    communicate more about your article on AOL? I require a specialist
    in this area to resolve my problem. Maybe that’s you! Having a look ahead to
    look you.

  61. Kristi says:

    My brother suggested I might like this website.
    He was entirely right. This post actually made my day.
    You can not believe simply how a lot time I had spent
    for this info! Thank you!

  62. Great beat ! I would like to apprentice at the same time
    as you amend your site, how can i subscribe for a blog site?

    The account aided me a appropriate deal. I had been a little
    bit familiar of this your broadcast offered
    bright clear concept

  63. I do not even know how I ended up here, but I
    thought this post was good. I do not know who you are but definitely you are going to a famous blogger if you aren’t already 😉 Cheers!

  64. Lan says:

    Hello there, I discovered your web site by the use of Google whilst looking for a similar matter, your web site came
    up, it appears great. I’ve bookmarked it in my
    google bookmarks.
    Hello there, just became alert to your weblog via
    Google, and located that it is truly informative.
    I am gonna be careful for brussels. I will appreciate
    when you continue this in future. A lot of folks shall be benefited from your
    writing. Cheers!

  65. Leif says:

    An impressive share! I’ve just forwarded this onto a friend who had been doing a little research on this.
    And he actually ordered me breakfast due to the fact that I
    discovered it for him… lol. So let me reword this….
    Thank YOU for the meal!! But yeah, thanks
    for spending the time to talk about this matter here on your web site.

  66. Polecamy świeże gry tom i jerry dla wszystkich graczy.

  67. Wow, this article is nice, my younger sister is analyzing such things, thus I am
    going to let know her.

  68. Verlene says:

    If you want to grow your knowledge just keep visiting this web page and be updated with the latest gossip posted here.

  69. Appreciating the dedication you put into your blog and detailed information you
    provide. It’s nice to come across a blog every once in a while that isn’t the same
    unwanted rehashed material. Great read! I’ve saved your site and I’m adding your
    RSS feeds to my Google account.

  70. Pretty! This has been an incredibly wonderful article. Many
    thanks for providing this info.

  71. Ruthie says:

    This blog was… how do you say it? Relevant!!
    Finally I’ve found something that helped me. Thanks a
    lot!

  72. Hershel says:

    Hi everyone, it’s my first visit at this site, and paragraph is
    in fact fruitful in favor of me, keep up posting these types of
    content.

  73. Irene says:

    Excellent beat ! I would like to apprentice while you amend your web site, how can i subscribe for a blog website?
    The account aided me a acceptable deal. I had been tiny bit acquainted
    of this your broadcast provided bright clear concept

  74. This design is wicked! You most certainly know how to keep
    a reader amused. Between your wit and your videos, I was almost moved to start my own blog (well,
    almost…HaHa!) Great job. I really enjoyed what you had to say, and
    more than that, how you presented it. Too
    cool!

  75. Aja says:

    Thank you for any other wonderful article. The place else may just anybody get
    that kind of info in such an ideal means of writing?
    I have a presentation next week, and I’m at the search for such info.

  76. Hello to every body, it’s my first pay a quick visit of this blog; this webpage includes amazing and actually good material in support of readers.

  77. stp says:

    My husband and i were now glad when Peter could carry out his analysis while using the precious recommendations he came across from your weblog. It is now and again perplexing to simply always be releasing helpful hints which some other people may have been trying to sell. We acknowledge we’ve got the writer to give thanks to because of that. The entire illustrations you’ve made, the simple website menu, the relationships you help promote – it’s mostly exceptional, and it’s helping our son in addition to us know that that idea is brilliant, and that is seriously essential. Thank you for everything!

  78. Jurgen says:

    Hello, I think your web site could be having internet browser
    compatibility problems. Whenever I look at your site in Safari, it looks fine however
    when opening in I.E., it has some overlapping issues. I merely wanted to provide you with a quick heads up!
    Aside from that, wonderful website!

  79. Oh my goodness! Incredible article dude! Thank you so much, However I
    am having troubles with your RSS. I don’t understand
    why I cannot join it. Is there anyone else having the same RSS issues?

    Anyone that knows the answer will you kindly respond? Thanx!!

  80. Monika says:

    What’s up i am kavin, its my first time to commenting anywhere, when i read this paragraph i thought i
    could also make comment due to this good piece of writing.

  81. Irwin says:

    I’m amazed, I must say. Seldom do I come across a blog
    that’s both equally educative and amusing, and let me tell you, you have hit the nail on the head.
    The issue is something that too few people are speaking intelligently about.
    I’m very happy I stumbled across this in my search for something
    relating to this.

  82. Hello, Neat post. There’s a problem along with your site
    in internet explorer, could check this? IE
    nonetheless is the market leader and a huge portion of other people will leave out your magnificent writing due to this problem.

  83. Margaret says:

    What’s up, just wanted to tell you, I enjoyed this article.
    It was inspiring. Keep on posting!

  84. Glenda says:

    Simply wish to say your article is as amazing. The clearness in your
    submit is simply great and i can suppose you’re an expert in this subject.
    Well with your permission let me to seize your RSS feed to
    stay updated with impending post. Thank you 1,000,000 and
    please carry on the gratifying work.

  85. Lilly says:

    I truly love your website.. Very nice colors & theme.
    Did you develop this amazing site yourself? Please reply back as I’m planning to create my very own blog
    and would like to find out where you got this from or just
    what the theme is called. Thank you!

  86. Excellent blog here! Also your web site loads up fast!
    What web host are you using? Can I get your affiliate link
    to your host? I wish my web site loaded up as quickly as yours lol

  87. Hulda says:

    I was recommended this website by my cousin. I’m not
    sure whether this post is written by him as nobody else know
    such detailed about my difficulty. You’re wonderful!

    Thanks!

  88. Valentin says:

    Hey! I could have sworn I’ve been to this site before but after checking through some
    of the post I realized it’s new to me. Anyhow, I’m definitely glad I found it and I’ll be
    bookmarking and checking back often!

  89. I love your blog.. very nice colors & theme. Did
    you make this website yourself orr did you hire someone to do itt for you?
    Plz reply as I’m looking to create my own blogg and wouild
    like to find out where u got ths from. cheers

  90. Hey I am so excited I found your weblog, I really found you by error, while I was browsing on Yahoo for something else, Nonetheless I am here now and would just like to say thanks for a fantastic post and
    a all round thrilling blog (I also love the theme/design), I don’t have time to read through it all
    at the minute but I have bookmarked it and also included your RSS feeds, so when I have time I will be back to read much
    more, Please do keep up the awesome work.

  91. What’s up to every body, it’s my first pay a quick visit of
    this blog; this webpage consists of remarkable and genuinely fine material designed for visitors.

  92. Wallace says:

    Amazing blog! Do you have any hints for aspiring writers?
    I’m planning to start my own website soon but I’m a little lost on everything.
    Would you recommend starting with a free platform like WordPress or go for a paid option? There are so many
    choices out there that I’m totally confused .. Any ideas?
    Thanks!

  93. These are genuinely wonderful ideas in regarding
    blogging. You have touched some pleasant things
    here. Any way keep up wrinting.

  94. Shenna says:

    Hey! I know this is kind of off topic but I was wondering if you knew
    where I could locate a captcha plugin for my comment form?
    I’m using the same blog platform as yours and I’m having problems finding one?
    Thanks a lot!

  95. Fantastic beat ! I wish to apprentice while you amend your site, how can i subscribe for a blog
    site? The account helped me a acceptable deal. I had been tiny bit acquainted of this your broadcast provided bright clear concept

  96. Michell says:

    Hello, this weekend is fastidious in support of me, because this occasion i am reading this great educational
    article here at my home.

  97. Hey I know this is off topic but I was wondering if you knew of any
    widgets I could add to my blog that automatically tweet my newest twitter updates.
    I’ve been looking for a plug-in like this for quite some time and was hoping maybe you
    would have some experience with something like this. Please
    let me know if you run into anything. I truly enjoy reading your blog and I look forward to your
    new updates.

  98. First of all I want to say awesome blog! I had a quick question which I’d like to ask if you don’t mind.
    I was interested to find out how you center yourself and clear your head before writing.
    I’ve had trouble clearing my mind in getting my thoughts
    out there. I do take pleasure in writing however it just
    seems like the first 10 to 15 minutes are generally lost just
    trying to figure out how to begin. Any suggestions or tips?
    Cheers!

  99. I think this is among the most significant info for me. And i’m glad reading your article.
    But want to remark on some general things, The web site
    style is ideal, the articles is really nice : D. Good job,
    cheers

  100. Jerome says:

    If you desire to increase your familiarity just keep
    visiting this website and be updated with the latest gossip posted here.

  101. Howdy, i read your blog occasionally and i own a similar one and i was just curious if you get a lot of spam comments?
    If so how do you prevent it, any plugin or anything you can suggest?
    I get so much lately it’s driving me mad so any support is very much appreciated.

  102. Francisco says:

    I was suggested this website through my cousin. I’m
    not certain whether or not this post is written through him as nobody else understand such designated about my difficulty.
    You are wonderful! Thank you!

  103. continuously i used to read smaller articles which also clear their motive, and that is also happening with this article which I am reading now.

  104. Just desire to say your article is as astounding. The clearness for your put up is simply nice and i
    could suppose you’re a professional in this subject.
    Fine with your permission allow me to grasp your RSS feed to keep up to date with drawing close
    post. Thanks 1,000,000 and please carry on the enjoyable
    work.

  105. Marcus says:

    It’s appropriate time to make some plans for the future and it’s time to be happy.
    I have read this post and if I could I desire to suggest you some interesting things or advice.

    Maybe you can write next articles referring to this article.
    I want to read even more things about it!

  106. I got this web site from my pal who shared
    with me on the topic of this web page and now this time I
    am visiting this web site and reading very informative articles here.

  107. I don’t know whether it’s just me or if perhaps everybody else encountering
    problems with your website. It seems like some of the written text in your content are running off the screen. Can someone else please provide feedback and let me know if this is happening to them as
    well? This may be a issue with my browser because
    I’ve had this happen previously. Cheers

  108. Kieran says:

    If some one wants to be updated with hottest technologies after that he must be pay a quick visit this website
    and be up to date all the time.

  109. I know this if off topic but I’m looking into starting
    my own blog and was wondering what all is required
    to get set up? I’m assuming having a blog like yours
    would cost a pretty penny? I’m not very internet smart so I’m not 100%
    sure. Any suggestions or advice would be greatly appreciated.
    Kudos

  110. Ahaa, its fastidious discussion concerning
    this article here at this blog, I have read all that, so at
    this time me also commenting at this place.

  111. I’m impressed, I must say. Rarely do I encounter a blog that’s both
    educative and interesting, and without a doubt, you’ve hit the nail on the head.
    The problem is an issue that too few men and women are speaking
    intelligently about. I am very happy I found this
    in my search for something relating to this.

  112. Armand says:

    After going over a handful of the blog articles on your
    site, I honestly appreciate your way of blogging.
    I saved it to my bookmark webpage list and will be
    checking back soon. Take a look at my website too and let me know your opinion.

  113. Isabell says:

    Hmm is anyone else experiencing problems with
    the pictures on this blog loading? I’m trying to determine if its a
    problem on my end or if it’s the blog. Any responses would be greatly appreciated.

  114. Hi there, I discovered your website by the use of Google even as searching for a related matter,
    your site got here up, it appears great. I’ve bookmarked it in my google bookmarks.

    Hello there, simply became aware of your blog via Google, and located
    that it is truly informative. I’m gonna be careful for brussels.
    I will be grateful if you proceed this in future.
    A lot of other folks will likely be benefited from your writing.
    Cheers!

  115. Gry rozprowadzane są tylko zarejestrowanym Odbiorcom.

  116. Colby says:

    I was suggested this web site by way of my cousin. I am
    now not positive whether or not this put up is written by way of him as nobody else realize such unique approximately my problem.
    You’re incredible! Thanks!

  117. wiki.isoc.fr says:

    I like the valuable information you provide in your articles.
    I will bookmark your weblog and check again here
    regularly. I’m quite certain I will learn plenty of new stuff right here!
    Good luck for the next!

  118. I loved as much as you’ll receive carried out right here.

    The sketch is tasteful, your authored subject matter stylish.
    nonetheless, you command get got an edginess over that you wish be delivering the following.
    unwell unquestionably come further formerly again as exactly the same nearly a lot
    often inside case you shield this increase.

  119. Jermaine says:

    I visited various blogs but the audio feature for
    audio songs present at this website is actually wonderful.

  120. I like it when individuals come together and share opinions.

    Great website, continue the good work!

  121. Muoi says:

    Do you have any video of that? I’d care to find out some additional information.

  122. Undeniably consider that that you stated. Your
    favorite reason seemed to be at the web the simplest factor to keep in mind of.
    I say to you, I definitely get annoyed at the same time as people think about issues that they just don’t realize about.
    You controlled to hit the nail upon the top as smartly as defined out the entire thing without having side effect , other people can take a signal.
    Will likely be back to get more. Thanks

  123. Ladonna says:

    This is a topic that’s near to my heart…
    Cheers! Where are your contact details though?

  124. Thank you for the good writeup. It in fact was a amusement
    account it. Look advanced to far added agreeable from you!
    By the way, how can we communicate?

  125. If some one desires to be updated with most recent technologies after that he must be go to see this web site and
    be up to date everyday.

  126. It’s a shame you don’t have a donate button! I’d certainly donate to this excellent blog!

    I guess for now i’ll settle for bookmarking and adding your RSS feed to my Google account.

    I look forward to fresh updates and will share this website
    with my Facebook group. Talk soon!

  127. This is really interesting, You are a very skilled blogger.
    I’ve joined your feed and look forward to seeking
    more of your great post. Also, I have shared your web site in my social
    networks!

  128. Hmm is anyone else having problems with the images on this blog loading?
    I’m trying to find out if its a problem on my end or if
    it’s the blog. Any responses would be greatly appreciated.

  129. If you wish for to improve your knowledge only keep visiting this website and be updated with
    the newest news posted here.

  130. I am extremely impressed with your writing skills and also with the layout on your weblog.
    Is this a paid theme or did you modify it yourself? Anyway keep up the nice quality writing,
    it’s rare to see a great blog like this one these days.

  131. Benito says:

    Pretty! This was an extremely wonderful article.

    Thanks for supplying these details.

  132. Elma says:

    I’m not sure where you are getting your info, but good topic.
    I needs to spend some time learning more or understanding
    more. Thanks for magnificent info I was looking for this info for my mission.

  133. I was able to find good advice from your content.

  134. Clay says:

    It’s great that you are getting ideas from this paragraph as well as from our dialogue made here.

  135. Awesome issues here. I am very happy to see your post.
    Thanks so much and I’m taking a look ahead to contact
    you. Will you please drop me a e-mail?

  136. Hello there! Do you know if they make any plugins to safeguard against hackers?

    I’m kinda paranoid about losing everything I’ve worked hard on. Any
    suggestions?

  137. In fact when someone doesn’t know then its up to other people that they will assist,
    so here it happens.

  138. Very great post. I simply stumbled upon your blog and wanted to mention that I have really enjoyed surfing around your
    blog posts. In any case I’ll be subscribing in your feed and
    I hope you write once more soon!

  139. Do you have a spam issue on this site; I also am a blogger,
    and I was curious about your situation; we have created some nice practices and we are looking to swap techniques with
    other folks, why not shoot me an email if interested.

  140. It’s remarkable to go to see this site and reading the views of all
    mates concerning this article, while I am also
    keen of getting knowledge.

  141. I am really impressed with your writing skills as well as with the
    layout on your blog. Is this a paid theme or did you modify it yourself?
    Either way keep up the nice quality writing, it’s rare to see
    a great blog like this one nowadays.

  142. Ahaa, its nice discussion about this post here at this web site, I have read all that, so at
    this time me also commenting at this place.

  143. Susanne says:

    Everyone loves it when people come together and share thoughts.
    Great site, keep it up!

  144. What a data of un-ambiguity and preserveness of
    precious experience about unexpected emotions.

  145. Oh my goodness! Impressive article dude! Thank you so much, However I am
    going through problems with your RSS. I don’t understand the reason why I
    can’t subscribe to it. Is there anybody else
    getting the same RSS issues? Anyone that knows the solution will
    you kindly respond? Thanks!!

  146. Diego says:

    I’m impressed, I must say. Seldom do I come across a blog that’s both educative and engaging,
    and let me tell you, you’ve hit the nail on the head.
    The issue is something too few people are speaking intelligently about.
    I’m very happy I found this in my search for something relating to this.

  147. 홈피.net says:

    Hi there, I log on to your new stuff like
    every week. Your humoristic style is witty, keep
    up the good work!

  148. Bailey says:

    Hello! Do you know if they make any plugins to safeguard against
    hackers? I’m kinda paranoid about losing everything I’ve worked hard on.
    Any tips?

  149. Hi there, i read your blog from time to time
    and i own a similar one and i was just curious if you get
    a lot of spam responses? If so how do you stop it, any plugin or anything you can recommend?
    I get so much lately it’s driving me mad so any support
    is very much appreciated.

  150. Julieta says:

    Good day! I simply wish to give you a huge thumbs up for your great information you
    have got here on this post. I’ll be coming back to your site for more soon.

  151. Charli says:

    Very great post. I simply stumbled upon your blog and wished to say
    that I have truly enjoyed surfing around your blog posts.
    In any case I will be subscribing in your rss feed and
    I hope you write once more very soon!

  152. Kimberly says:

    Hello There. I discovered your weblog the use of msn. This is a really
    smartly written article. I will make sure to bookmark it and come back to learn extra of your helpful
    information. Thank you for the post. I will definitely comeback.

  153. Howdy would you mind sharing which blog platform you’re working with?
    I’m looking to start my own blog soon but I’m having a difficult time deciding between BlogEngine/Wordpress/B2evolution and Drupal.
    The reason I ask is because your design seems different then most blogs and I’m looking for something completely unique.
    P.S My apologies for being off-topic but I had to ask!

  154. Hi there, I check your new stuff daily. Your humoristic style is awesome, keep it up!

  155. Francisco says:

    It is not my first time to pay a quick visit this site, i am
    visiting this website dailly and get good information from
    here every day.

  156. My brother suggested I might like this blog. He was entirely right.
    This post truly made my day. You can not believe simply how so much time
    I had spent for this information! Thanks!

  157. I’m gone to tell my little brother, that he should
    also visit this website on regular basis to obtain updated
    from most up-to-date news update.

  158. visit us says:

    That is a great tip particularly to those fresh
    to the blogosphere. Short but very accurate information… Appreciate your
    sharing this one. A must read post!

  159. Christi says:

    I know this if off topic but I’m looking into starting my own weblog and was wondering
    what all is required to get setup? I’m assuming having a blog like yours would cost a pretty penny?
    I’m not very web smart so I’m not 100% sure. Any tips or advice would be
    greatly appreciated. Appreciate it

  160. Wiki.Isoc.Fr says:

    Thank you, I have recently been looking for
    info about this topic for a while and yours is the best I have discovered till
    now. However, what in regards to the conclusion? Are you certain concerning the supply?

  161. Tiffani says:

    This is a very good tip especially to those new to the blogosphere.
    Brief but very precise information… Appreciate your
    sharing this one. A must read post!

  162. Brian says:

    A jeśli do tego jeszcze się dowiaduję, że ten dżem powstał z wiśni, które rosną na naszej działce”, to choćby nie zdaję sobie
    sprawę jak zły smakowo był, to mimo wszystko odbieram
    jego dużo lepiej W istocie ale może to jedynie
    ja tak mam.

  163. Botepr says:

    青いデニムのシャツの襟とポケットよりパンク詳細-リベット流行のようです。 【こちらは1Fレディースフロア】【こちらがメンズのフロア入口】【1Fレディースフロアと2Fメンズフロアがつながっている】いざ入店。 [url=http://maxellservices.com/wp-content/maxel/dvdbox_1/index.html]太陽 の 末裔 dvd box[/url]
    ここのところ見ていたドラマが次々と最終回を迎えています。 また、利益(シンジェミン)は、ナイトギタリストであり、キーボーディストである。
    [url=http://linc.pro/xiang/dvdbox_1/index.html]ドクター 異邦 人 レンタル[/url] 28日に放送されるMBC水木ミニシリーズ『W』4話でオ・ヨンジュ(ハン・ヒョジュ扮)が月夜に連行される写真を制作陣が事前に公開して関心を最大値に引き上げている。 絵が好きで、アニメのキャラクターデザインの仕事に就きたいと、専門学校への進学を希望していましたが、入学金の50万円を工面することが難しく、進学は諦めました。
    [url=http://exploramondo.altervista.org/grado/dvdbox_1/index.html]黄金 の 虹[/url]
    現役兵としての軍務は厳しいのだが、それを乗り越えることによって俳優として新しいイメージを付け加えることができる。 映画「ワンライン」は、平凡な大学生ミンジェが伝説のベテラン詐欺師チャン課長に出会って全てを欺いて銀行のお金を騙し取るという新しい犯罪詐欺団に合流して繰り広げる緊張感いっぱいで予測不可能な犯罪娯楽映画だ。 [url=http://linc.pro/xiang/dvdbox_1/index.html]ドクター 異邦 人 カンソラ[/url]
    ワインもイタリアのものをあれこれ出してくれたが、知ったかぶりしてもすぐバレるのでひたすらありがたく飲む。 これまで多数の作品で優しくロマンティックな役を演じてきた彼は、本作を通じてこれまで見せたことのない新しい姿を披露する予定だ。
    [url=http://blijmoed.be/paoke/dvdbox_1/index.html]逃げるは恥だが役に立つ 新垣結衣ドレス[/url] しかし何よりも、良いパートナーと出会い、これまで自分が感じてもいなかったことに、目覚めさせられたという点が大きいです。 こんなに各局のTV大好きなスタッフが集まって面白くて行き届いたドラマ作ってます。
    [url=http://avanzar.in/wp-content/nvdan/dvdbox_1/index.html]美女 の 誕生 dvd[/url]

  164. RalphVinny says:

    donde comprar cialis generico en el df

    buy cialis online

    cialis 2 5mg preço

    [url=http://cialisxrm.com/]cialis and pre workout
    [/url]

  165. poker net 88 says:

    Thanks for the auspicious writeup. It in reality was once a enjoyment account it.
    Look advanced to far brought agreeable from
    you! However, how can we keep in touch?

  166. Wow, awesome weblog format! How lengthy have you ever been running
    a blog for? you made blogging look easy. The full glance of
    your site is wonderful, let alone the content!

  167. Gems Gold and also Potion has actually been included in your account.

  168. The plot is healthier, the characters are much less tremendous.

  169. Służą do tego by nas uspokoić po nieprzyjemnym lub.

  170. Game of War Fire Age Hack Cheats apk Gold-Chips-Wood.

  171. visit site says:

    Of the California Government Code.

  172. The game is available on Android and iOS at no cost.

  173. Hi there Dear, are you genuinely visiting this website
    daily, if so then you will definitely get nice knowledge.

  174. Sheryl says:

    Tutorial for the Clash Royale Hack Cheats Generator.

  175. I got 1000 gems today from your tool!

  176. Access Online – Generator For Game of War Fire Age Hack.

  177. Mobile Strike Apk v1.3.0 Mod (Endless Gold/Medals).

  178. Ok, let’s get back to the Big Bang Empire hack
    mod apk.

  179. Carlton says:

    Yes! Finally someone writes about 2 room apartments in Almaty.

  180. Yetta says:

    Hi to all, the contents existing at this website
    are truly awesome for people experience, well, keep up the nice work fellows.

  181. I used to be able to find good advice from your blog posts.

  182. test.1cis.ru says:

    Why people still make use of to read news papers when in this technological globe the whole thing is accessible on web?

  183. This paragraph provides clear idea in favor of the new viewers of blogging,
    that really how to do running a blog.

  184. www.lawda.ml says:

    Attractive portion of content. I simply
    stumbled upon your blog and in accession capital to claim that I
    acquire actually loved account your blog posts. Anyway I’ll be subscribing on your augment and even I fulfillment you get entry to consistently quickly.

  185. It’s very straightforward to find out any topic on web as compared to books, as I
    found this article at this web site.

  186. Otis says:

    You’re so cool! I do not suppose I’ve truly read through a single thing like
    that before. So good to find another person with a few unique thoughts on this subject matter.
    Really.. thank you for starting this up. This web site is
    one thing that’s needed on the web, someone with a bit of originality!

  187. I absolutely love your website.. Great colors & theme.
    Did you make this amazing site yourself? Please reply back as
    I’m attempting to create my own site and would love to learn where you got this
    from or exactly what the theme is called. Cheers!

  188. Excellent pieces. Keep writing such kind of info on your blog.
    Im really impressed by your blog.
    Hi there, You have done a great job. I will definitely
    digg it and individually suggest to my friends. I’m confident
    they’ll be benefited from this site.

  189. Eu era sugerido isto web site pelo meu primo.
    Eu sou não tenho certeza se este post é escrito por ele como ninguém mais sabem tanto detalhada sobre minha problemas.
    Você é maravilhoso ! Obrigado! http://nayaikalingansari.com/halkomentar-86-program-100-hari-menkominfo-6109.html

  190. Chara says:

    What’s Taking place i’m new to this, I stumbled upon this I have found It positively useful and it has aided me
    out loads. I hope to contribute & help other users like its aided me.

    Great job.

  191. I enjoy Was 2016 the year Artificial Intelligence went mainstream?
    | Corinium much and I am anxious to see whether thhe
    write will discuss cannabis policy for a business and industry?
    I enjoy your writing skills and I look forward to your view on the situation of cannabis
    prohibition and eending sanctions on cannabis products.

    Pldase take some time to talk about your ideas on how cannabis would enhance society or negatively impact society.

  192. I likke Was 2016 the year Artificial Intelligence went mainstream?
    | Corinium much and I aam anxious to see whether the
    write will ever discuss cannabis policy as a business and industry?
    I like your writing skills and I look forward to your opinion on the situation of ending sanctions and cannabis prohibition oon cannabis solutions.

    Please take some opportunity to share your thoughts on how cannabis
    would improve ociety or negatively impact society.

  193. Please check my free torrent downloads. Latest torrents and movies for free.
    My site offers the latest bockbuster maovies 100% free.

  194. Nicely bоys,? Mommy finally stated after theyd come up with plenty of sіloy concepts of whɑt God did forr
    fun, ?Ԝhat God actually ⅼikes is when folks love eaqcһ other and care for еach оther like we do in our
    family.? That mаde sense tto Lee and Larry so Leе hugged Momm
    and Larry huggerd daddy to simply make God happy.

  195. www.linux.ca says:

    Yоu know what Pastor Johɑnsson instructed us on Sunday is that God actually likes worship.

    Daddy added.

  196. Thank you for another informative web site. The place else could I am getting that kind of info written in such a perfect way? I have a mission that I am just now operating on, and I’ve been at the glance out for such info.

  197. mink lashes says:

    Greetings, I do think your website might be having internet browser compatibility problems. Whenever I take a look at your website in Safari, it looks fine but when opening in IE, it’s got some overlapping issues. I just wanted to provide you with a quick heads up! Other than that, excellent website!

  198. my blog says:

    Thanks designed for sharing such a pleasant idea, piece of writing is pleasant, thats why i have read it fully

  199. fifa 18 says:

    I’m curious to find out what blog system you are utilizing? I’m experiencing some small security problems with my latest website and I would like to find something more risk-free. Do you have any recommendations?

  200. I purchased human hair weave https://www.youtube.com/watch?v=koiFnDsfNPU several years ago. Looking at superior they nevertheless look, they are really really worth five stars.

  201. my blog says:

    Thankfulness to my father who shared with me on the topic of this web site, this webpage is really amazing.

  202. my blog says:

    Hey! I know this is kind of off-topic however I had to ask. Does managing a well-established blog such as yours take a lot of work? I’m brand new to blogging but I do write in my diary every day. I’d like to start a blog so I can share my personal experience and feelings online. Please let me know if you have any ideas or tips for brand new aspiring blog owners. Thankyou!

  203. homepage says:

    It’s the best time to make some plans for the future and it is time to be happy. I have read this post and if I could I desire to suggest you some interesting things or tips. Perhaps you can write next articles referring to this article. I wish to read even more things about it!

Leave a Reply

Your email address will not be published.

Corinium Global Intelligence is registered in England & Wales, number 08520994. Registered office:
Brook House, School Lane, South Cerney, Cirencester, GL7 5TY.

Share This