George Rebane
The Singularity must really be near when we have MIT physicist Max Tegmark climb aboard with the spate of science and industry luminaries who have recently discovered that intelligent machines will someday surpass humans, will systemically displace human labor, and (in a TBD form) will become the dominant lifeform on Earth. Dr Tegmark has just published his epiphany in Life 3.0, and joins Stephen Hawking, Bill Gates, Elon Musk, Nick Bostrom, … in spreading the news of the incipient Singularity to the general public. Of course, none of them dare call it Singularity; for if they did, then it would instantly identify them as Johnny-come-latelies.
For those of us in the field, as recorded herein, the possibility of Singularity has been known for at least thirty years (and more decades in science fiction). And science savvy entrepreneurs like Ray Kurzweil (now at Google) and Jeff Hawkins (founder of Numenta the developer of hierarchical temporal memory) have long staked out businesses that are pioneering the only branch of computer science that promises to deliver the Singularity – systems that are capable of learning from vast amounts of data present in their ‘environments’. Here I don’t want to revisit the ‘learn vs program’ debate on the path to super-intelligence other than to say that the ‘program school’ of computer science has woefully been the dragged anchor, diverting resources from the ‘learn school’ which now finally dominates the field of AI. All of the above people and technologies have been introduced and discussed here over the years (see RR’s Singularity Signposts section).
Deep learning is the label given to the latest generation of massive artificial neural networks (ANNs) that have learned to do amazing feats requiring intelligence and cognitive processing. Most of these feats already far surpass humans’ ability to do the same tasks. And what is happening today in the field of deep learning will literally blow your mind, in the sense of blowing it away as redundant, in the event that you decide to compete with it in the workplace – this brings to mind the story of John Henry, the steel drivin’ man (here).
Companies large – e.g. Alphabet/Google, Microsoft, Amazon, Facebook, Baidu, Alibaba, … - and small are racing to integrate deep learned AI into their operations and products at breakneck speed. The heads-up companies are launching in-house education and training programs to introduce deep learning to their technical and management staffs. As an example, I can modestly cite my computer scientist son-in-law Roland Fernandez at Microsoft Research who has co-developed and operates that company’s online course in deep learning (q.v.).
What the sclerotic (‘programming school’) side of computer science did not realize for some decades, with some still in their benighted darkness, is the message Dr Kurzweil has been telling (preaching?) to people for years – that technology is advancing exponentially. The programmers could not conceive that very soon there would emerge computers and databases that are large and fast enough to implement ANNs with thousands of layers that learn to ‘instantly’ manipulate millions of parameters in tasks like voice understanding, image recognition, medical diagnosis, concurrent large cohort control, and on and on. And that’s just today.
For more on Professor Tegmark’s new book, I bid you read the excellent review ‘When Machines Run Amok’ by Frank Rose.
Ruminations – 11oct17 (updated)
George Rebane
MIT’s Max Tegmark just released Life 3.0 – Being Human in the Age of Artificial Intelligence, which I bought immediately and dove right in last night. In his prelude Tegmark takes us through a scenario of a developing AI super-intelligence and its human ‘handlers’ that includes treatment of rampantly systemic unemployment addressed through an institutional approach very similar to the Non-profit Service Corporations which I have proposed in these pages (here). The book promises an education of how the current pre-Singularity years will unfold – check it out, Tegmark writes good stuff.
The Boy Scouts of America have decided to start admitting real girls, and I guess that means going beyond just boys who wake up feeling like they have been issued the wrong plumbing. The move seems to be motivated by more than political correctness in these gender-confused times. According to the Girl Scouts of America it really has to do with the BSA needing more funds, and thereby raiding the GSA membership is a reasonable plan forward. The resulting dust-up will continue between what were two of America’s iconic institutions, as the times they are a’changin’. (more here)
I have always viewed Kaspersky’s popular antivirus software with a gimlet eye. I guess that I just don’t trust Russian companies, given the kleptocratic regime under which they all operate, and therefore are all instruments of the state in one way or another. So why would I want to install Kaspersky on my company’s in-house computer systems, especially if I develop high tech stuff or have other valuable intellectual property that keeps me in business? Well, now it turns out that ‘Russia Has Turned Kaspersky Software Into Tool for Spying’ – whouda thought?
[update] Implicit Bias, another flat-earth pseudo-science lapped up by the liberal legions turns out to be bullshit. Few academic ideas have been as eagerly absorbed into public discourse lately as “implicit bias.” Embraced by Barack Obama, Hillary Clinton and most of the press, implicit bias has spawned a multimillion-dollar consulting industry, along with a movement to remove the concept of individual agency from the law. Yet its scientific basis is crumbling. (the hilarity of it all continues here)
Wanna see another liberal shibboleth bite the dust? Take a look at ‘A Flawed Study Depicts Drug Companies as Profiteers’. And then corroborate that with the share price histories of the big pharmas.
The ‘Casting Couch’ has been a Hollywood staple for over 80 years. And since most of show biz folks have been historical proto-communists, the Left has left the sexual abuses of young sweet things under the rug where they have always had a home. Now ol’ sleazebag Harvey Weinstein finally gets exposed, and our lamestream is making it out as if they have found the only bad apple in their barrel. Another demonstration that they don’t give a crap about women save what political advantage they can wring out of our fair sex. I’d love to see a clean sweep of the overwhelmingly leftwing entertainment industry to expose what aspiring women have really had to put out or up with to succeed. It didn’t all happen in corporate offices of other industries that have a tilt to the right.
Posted at 11:41 AM in Culture Comments, Singularity Signposts, Web/Tech | Permalink | Comments (19)
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