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Showing posts with the label machines

The Machines are Learning

Imagine for a moment if you could see the billions upon billions of data points flowing throughout our world.  As our society has embraced more digital ways of being, we generate vast amounts of data.  Each one of us, as we engage with digital tools, lay down trails of data that say something about events, places, and who we are.  Within the mysterious realm of Artificial Intelligence (AI) lies the magic of Machine Learning of ML, a science of data and algorithms that act on it. Riders of buses in the Greater Vancouver area were frustrated that Google Maps, and other apps relying on Translink’s online data feed, predicted earlier arrival and departures by over 5-minutes the majority of the time. They were often standing in the rain or dark longer than they would like waiting for a bus that from their perspective was late.  By partnering with Microsoft, Translink was able to bring together numerous historical and real time data feeds including traffic and weather data...

It is becoming rather cloudy out there

I remember in the early 1980's working as a programmer for a Fisheries & Oceans research station writing code on VAX 11780 mini-computers and being amazed that people could use my programs on their terminals anywhere in the building and get this, at the same time!  Those were the days where we would plan and prepare for a couple of months prior to executing a Fortran compiler upgrade.  New VMS operating system upgrades might occur every couple years.  We’re talking slooow innovation cycles. Fast forward to 2019 and it’s a whole different world.  I was watching a recorded session recently about Microsoft’s Azure Cognitive services.  I’ll share one example.  Let’s say someone, maybe your boss who has privileged access to important systems, accidentally deletes a core database containing 100’s of thousands of invoice records and it turns out the backup has never worked.  Seriously, this happens.  Fortunately, there was a practice of saving PDF c...

Excited but Worried

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This morning after breakfast, my wife and I were sitting chatting in our family room enjoying a French dark roast cup of amazing coffee when my iPhone, sitting on the coffee table, lights up.  It signaled that a new email had arrived.  This reminded me of how amazing our technology has become and how we essentially take it for granted.  How did the email get to my iPhone?  Really.  Can you explain it in full detail?  We can talk about how it came from the ‘cloud’ or a server at my work.  But how did it find my iPhone?  It had to find my my city, street, and house.  We use Shaw for wireless and Internet, so somehow (I know, IP routing, electrical signals, etc., but) it got from my worksite to Shaw then through kilometers of cables, dozens of complex machines, and eventually to our house.  It then ‘jumped’ into the air and enveloped the room.  Somehow the iPhone ‘sucked’ the email bits from the radio waves (how did it know to do this?...

Telepresence will change learning, work, and life

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The first time I experienced any form of telepresence was probably 10 years ago at a Cisco Systems office.  They produced a hi-tech corporate teleconferencing room that was and is fairly expensive but unique in how it makes the room participants feel connected to one another.  It worked by connecting like rooms together.  For example I was in a teleroom in Vancouver connected to identically equipped and designed rooms in various US cities and we were able to see each other and our voices were heard in relation to where we sat.  The cameras would auto focus on the speaker.  Participants could present from any of the rooms to all participants.  That was than but the world has changed, dramatically. Do you remember when Sheldon on the TV show Big Bang Theory confined himself to his room and would only ‘come out’ as a telepresence robot?  Well, I was at a conference this past week in Montreal, an historic city in Quebec eastern Canada and at one of the e...

Imagine the Car

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With my recent job change where I now commute 48km each way through a complex labyrinth of roads and traffic, I have lots of time (45-50 minutes in the morning, 75-105 minutes after work) to reflect on the state of our transportation system.  Along the way there are seven cities, one bridge, and approximately 40 lights to navigate.  Traffic stops, goes, slows, speeds up, weaves (no signaling), merges, people cut each other off, some talk on phones, some day dream, some get sleepy, etc.  It’s a rats nest of dangerous weapons driven by people, many who shouldn’t be driving, just waiting to have an accident!  Let’s imagine together what could be done to change this up… There are some fundamental changes required to create intelligent roadways.  Electronic nodes could be installed, perhaps as nanopaint, and applied to the sides, lanes, and center of roads, starting with the freeways, highways, and major commuting routes.  Additionally, the cell phone networks...

People Power

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I know, the title sounds kind-of retro, something from the 60’s, but let’s not go there.  I read and write a lot about machine power and how machines are increasingly taking over roles in society that were previously thought to be human only.  As this inevitable trend plays out, it will be increasingly important to be crystal clear about the role of people in the economy and society in general.  We seem to be on an unwavering trajectory to a highly automated and robotic future so why not leverage that likelihood to the people’s advantage.  Let’s be sure to keep our roles up front and center in this brave new world that’s unfolding. “In the years ahead,” Rifkin wrote, “more sophisticated software technologies are going to bring civilization ever closer to a near-workerless world. Race Against the Machine (Kindle 118) I remember as a kid hearing about some utopian future where machines did the work and people sat around enjoying their leisure.  That doesn’t ...

The Robot Age

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I’ve started reading another book.  Yah, I know, what a surprise :-)  In How to Create a Mind: The Secret of Human Thought Revealed, Ray Kurzweil claims “ this is why we invent tools – to compensate for our shortcomings ” (Kindle 458).  That is an interesting statement given the checkered past the advancement of society has.  Although our technology is agnostic, it always seems to have a good and an evil use or purpose.  In Race Against the Machine: How the Digital Revolution is Accelerating Innovation et al, the authors quote “’ In the years ahead,’ Rifkin wrote, more sophisticated software technologies are going to bring civilization ever closer to a near-workerless world’ ” (Kindle 118) and claim that the “ the role of humans as the most important factor of production is bound to diminish in the same way that the role of horses in agricultural production was first diminished and then eliminated by the introduction of tractors ” (Kindle 125).  In light of...

Reimagine Learning

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With all of the conversations, conference sessions, government initiatives, and books on the topic of 21st century learning, personalized learning, etc., one would think we’d have a clear sense already about the future of learning.  I’m not sure we do though.  We truly do need to be and produce lifelong learners – I heard that term for the first time in the early 90’s and only in the past decade has it really resonated for me given the acceleration of change we are experiencing.  I was at a traditional conference with 1200 others this past Thursday and Friday and an Edcamp on Saturday, doing my lifelong learning thing.  I have recently switched to taking notes live on Twitter and find myself immersed in a 3-dimensional learning experience.  It’s a bit disorientating and mind boggling to be honest.  It’s challenging to focus in the physical session, taking relevant notes (tweeting), while engaging with other tweeters in that room and in other sessions I’m no...

The Rabbit Hole

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I wonder how much we really think about where we’re going on this technology amplified journey we are all on.  We are so enthralled with each new invention or improvement that we clamor to do everything we can to get the new.  We’re kind-of like Alice… “she ran across the field after it [the rabbit], and fortunately was just in time to see it pop down a large rabbit-hole under the hedge.  In another moment down went Alice after it, never once considering how in the world she was to get out again”. ( referenced Oct. 28, 2012 ) We need now to be more thoughtful than ever in our adoption and pursuit of technological solutions.  We need to think beyond the “rabbit hole” about what may lay down the path.  We need to ask “why” before determining our journey with technology.  Too often we simply follow the crowd.  In a world where funds are scarce and technology is abundant, we need to “choose wisely, for while the true Grail will bring you life, the ...

Should it be Invented?

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I don’t know about you but I often wonder about the pace of invention and innovation in our world.  There are marvels being envisioned, designed, engineered, and produced all the time.  Many inventions are meant to improve our lives in some way.  While driving the country side of Germany in May , we say many wind farms.  These are pretty cool devices to see.  Harnessing wind power to generate electricity is a good use of invention to try to tackle the problem of less clean technologies that power our always on lives. As I get older, I’m looking forward to the results of research into personalized health care which might yield amazing improvements in how disease is detected and dealt with.  Imagine smart “drugs” that are actually super miniature computers, nanobots, programmed to be compatible with your DNA and once injected, rapidly seek out specific diseased cells.  Once found, the nanobots rearrange at a molecular level, the cell structure to corre...

Technology is NOT Just a Tool!

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To tune into what is happening in our world I like to read a lot of books, the newspaper (yes, a “real” one), blogs, web articles, talk to diverse people, etc. to stay informed.  I continue to be puzzled by comments minimizing the importance of technology, especially in education systems.  I attended the SFU Summer Institute last Thursday evening and all day Friday and frequently heard people make statements that “technology is just a tool”.  If it was, it would be optional, replaceable by something else.  We should think about that the next time we fly in a plane, ride on a train, visit a hospital, look at a crowd of people communicating on small super powered hand held computers connected by nothing to everything, search the Internet for any topic you can imagine and get a set of tuned options to pursue out of millions, explore a foreign city’s streets on your mobile device, participate in an online video conference, and thousands of other activities.  Withou...

Technological Progress to What End?

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I received an email from a teacher friend yesterday referring to an article in the Vancouver Sun with the title “ Pope: Technology without God is dangerous ”.  In this article the Pope said: “technological progress, in the absence of awareness of God and moral values, posed a threat to the world” My friend asked “ what happens if we have technological progress WITH moral values, BUT in the absence of an awareness of God; how will the world fair then? ”  I think this is a great question.  With full disclosure that I am a believing Christian (not Catholic), I’ll try to answer this question as it fits my blogs purpose to write about about the future and technology.  I should be clear about my understanding of what morality is and where it comes from.  This Wikipedia article sums it up: “Morality (from the Latin moralitas ‘manner, character, proper behavior’) is the differentiation of intentions, decisions, and actions between those that are good (o...