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Hal, is in the house.

October 19, 2016

Fall Harvest Photo jmikton

A colleague of mine and her Kindergartners were busy exploring where an egg comes from. “Was it born like a baby? Does it grow on its own? Where do they come from? Different perspectives and ideas were shared enthusiastically. The children discussed and challenged each other with their theories. At the end of the activity, one child turned to her partner and said, “when I get home, I’ll ask Siri for the answer.” A routine response in our classrooms? Or an important moment to understand that artificial intelligence (AI)  has embedded itself in our day to day lives? For a generation of children who have been raised on iPads and Siri,  AI – with a name and voice like a human – is as ubiquitous as any other technology.

AI is a tool that learns, anticipates and predicts. It provides us with instantaneous information or completes routine tasks remotely. The Amazon Echo and Google Home, two new devices that have recently gained traction, have begun to enter the home as personal assistants. The Echo and Home are two of many voice-activated AI assistants that tap into vast artificial intelligence networks. They aggregate information based on our digital footprints and predict our habits based on a learning algorithm that engages continuously with the data we share on our digital devices.

A shift has occurred in our relationship with AI and the impact is profound. It is the seamless adaptation of AI into our lives – a frictionless experience that is slowly making us dependent on this predictive technology. This new relationship meets our unique taste and needs, and only gets better the more it knows about us. Over time, this is changing the way our brain functions when interacting in the digital world. This short video by -“ Cognitive Offloading,” is a reminder of the neurological changes AI is having on our learning.  We collectively feel more and more comfortable subcontracting out tasks to AI. The term ” let me google this” is an example.

For educators, this shift is showing up in our classrooms informally and in some instances invisibly.  Artificial intelligences are important elements of the devices which exist in our school tool kits. These include mobile devices, apps, browsers, search engines, smartwatches, and more. Writer and professor Jason Ohler asks an important question in his article “Bio-Hacked Students On the Outer Edge of Digital Citizenship”. How should we, as educators, shift the curation of a scholastic experience when students come to the classroom with embedded or wearable artificial intelligences? This alters the value of the commodity of knowledge in the classroom and highlights a potentially new hierarchy where AI supplements a user’s expertise. Suddenly, we have 24/7 access to predictive and anticipatory information which has the potential to disrupt the independent learning experience of a typical classroom. In his article “Artificial intelligence is the next giant leap in education“, Alex Wood reflects on the role AI could play in education.

Coming to terms with these exponential changes takes time to digest. As educators, we need to understand that engagement and critical thinking are vital components of education, especially as AI shifts the classroom narrative. The ethical issues which surround these exponential changes are here now. The complacency that schools engage with in the discourse of what it means to be in a world dominated by AI is a tension we cannot ignore.

What will a world look like when companies can remotely delete pictures and videos which do not fit a predefined perspective fueled by an AI?  Danny Yadron questions this in his article “Apple gets patent for remotely disabling iPhone cameras.” What will a world look like when you scan a person’s image on the street and instantly receive their aggregated digital profile? In Shawn Walker”s  “Face recognition app taking Russia by storm may bring end to public anonymity  ” he shares the dynamics of the “FindFace” application, reminding us of the reality at our doorstep.

As educators, we have a unique opportunity to design curriculums around the narrative of artificial intelligence. We need to be encouraging our students to not only be good digital citizens but proactive digital leaders who understand the complexity of a world fueled by artificial AI. Schools should promote the skills and inquiry mindsets which provide students with the capacity to harness the power and opportunities of AI and not become complacent with the technology. Ultimately, we want our students to be active leaders and architects of AI’s continued growth. As educators, we have a responsibility to ensure our students have a working understanding of how to navigate a complex and changing world fueled by artificial intelligence for the good of future generations.




Living in a “GAFA” world.

May 15, 2016

Think of what Google, Apple, Facebook and Amazon services and products you use daily. How much are they a vehicle for communications, work, social life, purchases and tasks? How often do you connect to them? Count the number. How many? Surprised? Now, out of the 4 companies, how many do you use? Or do you not. The reality is that you probably use at least one, if not all of the four, very frequently.

Lac Leman, Rolle Switzerland -photo J.Mikton

Welcome to the “GAFA” (Google, Apple, Facebook, Amazon) world. The”GAFA” world is where most of humanity’s internet users and consumers work, communicate, socialize, learn, entertain themselves, and share, in services provided by one, two, three or all four of these companies: the “GAFA” grids.

We have become comfortable with “GAFA’” being part of our lives in multiple venues, and as a result, schools, educators, students and parents are investing significant amounts of monies into “GAFA”. It is an essential component of our ability to function at school and at home, and the collective convenience and seamless experience of “GAFA” intoxicates us.

In Terry Heick’s (@TeachThought) thoughtful article “How Google Impacts The Way Students Think”,  he highlights how learners working in a Google ecosystem develop an appetite for a black and white information age.  The expectation? Immediate answers, 24/7. The convenience of this immediacy creates an illusion of thinking, but actually disengages the user from deep critical thinking. It does this by simplifying the process of gathering information and giving the impression it is all connected.

In order to have a constant infusion of innovation and creativity, “GAFA” also hungers for start-up companies. By absorbing these companies, they are able to facilitate the pollination of ideas, products and services and enrich their ability to generate more seamless methods of connectivity. In this way “GAFA’s” largeness and versatility is engrained in all aspects of our lives

This innovation also provides “GAFA” with opportunities to tie our lives closer together with multiple platforms and venues in a frictionless environment. Examples of this reach are Amazon’s cloud service, which hosts large architectures of company websites, services, and databases, including the CIA’s; Google moving into the home with Nest and pursuing the development of artificial intelligence (Dark Blue Labs and Vision Factory); Apple’s acquisition of Affectiva, a company that specializes in emotion recognition, and investments in health apps and services; and Facebook’s expansion into virtual reality.  Making its services ubiquitous, as with the “free wi-fi-with-check-in ”in hotels and small businesses. Its purchase of “Whatsapp” is another example of how a “GAFA” company spent billions on an innovative service.

The algorithms provide a treasure trove of information with which to understand our behavior, habits, aspirations and desires.  In Raffi Khatchadourian’s  article “We Know How You Feel”, we are reminded that the hunger for data is tied to a hunger for emotional interactions. In Shelley Podolyn’s New York Times article, “If an Algorithm Wrote This, How Would You Even Know?”,  she highlights the level of sophistication of writing algorithms generating news articles and books. In tandem, the growth of “The Internet of Eyes“ in objects we interact with, as part of the “ Internet of Things.” brings about a new dynamic to data mining. It is a reminder that many of these algorithms being designed within “GAFA” play an almost non-negotiable role in our lives.

Many schools believe that their curriculum’s should allow for authentic connections to the world around them. What about “GAFA”?  Should we as learners, guides, mentors, and facilitators highlight “GAFA”? Is this important? Should its presence be considered in our learning outcomes?  To ignore “GAFA” is to create a disconnect with present changes that are reshaping all of our lives. It sidelines a reality that is the future. What does “GAFA” mean, to us, our schools, community and educational institutions? Schools have a responsibility to ensure this is part of the curricular discourse.  We need to construct learning moments and scaffold time to pause, reflect, understand, explain and critically think about what it is to live in a “GAFA” world.

If personal privacy, independent thought, critical thinking, differentiation, balanced perspectives, mindfulness and our capacity to be unique are in our school’s mission, we need to address what it means to be curated by “GAFA”.  Will we not lose an important aspect of humanity, if we continue to ignore “GAFA”?


P.S: Next time you are at a Starbucks drinking your coffee remember that the free wifi is a “GAFA” gift!

Disrupt Me!

January 15, 2016
 Disruption has already happend IBM:

Disruption has already happend IBM: Source: IBM

Disruption for many people generates discomfort, shakes the status quo and breaks routines. We all have an emotional response to this process: for some hesitation, doubt, confusion, fear, anger, bewilderment, and for others excitement, rejuvenation, inspiration, motivation and energizing or a combination of the above.

The Digital Disruption Has Already Happened”  image on twitter challenged my own thinking, and as I unpacked this with a group of students we all had to take time to unravel what this meant to us. After a healthy discussion we came to a common understanding that each of these companies generated a  “disruption” armed with ideas and models that completely reshape the economic contract of the business world. The disruption challenged a set of expectations, routines and structures, thus redefining what it means to provide a particular service. In the process,  the relationship between worker, employer, customer and their social contracts was also redefined. As these models of disruption become part of our economic ecosystem, a whole new paradigm faces us. A good example of this process is featured in this article “The Last Kodak Moment?” (Economist)

As the students and I further discussed what this means to us here in the classroom, we started realizing a distinct disconnect between the objectives and outcomes of our learning in school and the reality that this image represents. There are two worlds working in very different realms with no clear bridge creating a meaningful authentic connection between them. As one student shared after seeing this video in class, “mmm I find it odd that we are not learning how to make these things in school, or understand how they work or maybe fix them.”

Yes, the world around us is changing rapidly, very rapidly, we know this, we are aware of this, we state this, and are impacted by this daily.  However, our role is often that of the passive consumer, unconsciously sucked in by the addictive seamless convenience of the services these disruptions deliver. In our passivity and growing dependence we seem willing to sideline a more critical reflection of what this disruption is doing to us. The engines of this disruption: creativity, machine learning, algorithms, and innovation are driving the ecosystems which are quickly becoming non negotiables with our work and social flows. These disruptions are inevitable and not bad or good, they are part of today’s economic narrative that impacts us all locally and globally.

But in the bubble of “school” there is a sense that it is okay not to engage with this concretely, giving ourselves permission to continue focusing on learning objectives and outcomes tied to a past. As Michael Wesch shares in this TedTalk: From Knowledgeable to Knowledge-Able,  what we teach, what we engage as “musts” as part of the learning contract are disconnected from the pressing realities surrounding us. This lack of authentic connection and scaffolding which should provide the skills and cognitive capacity to critically engage with the rapidly changing world are watered down to suit our own educational comfort zone and established routines, which have worked so well for us in the past.

Schools are keen to talk about teaching to students’ future and as George Couros share in his book ” Innovators Mindset”, its all our future and all of us need to understand and engage with it concretely, not just the kids. Education rhetoric is rich with 21 century skills terminology and on the surface we are okay to dabble with some ideas and changes, but not at the level where we truly have taken on a deep understanding as educators about what this disruption is doing to our world and how we can act as concierges of learning. We need to ensure our students are not simply consumers of the disruption but empowered creators and active participants of the disruption.

A disruption needs to occur in schools with professional development. In a video by Frank Barrett in the Harvard Business Review “To Innovate, Disrupt Your Routine” he highlights the importance of leaders ability to engage in a process where routines are disrupted to generate opportunities for creativity. As an example he uses the wonderful analogy of Miles Davis’s Kind of Blue album and the disruption he facilitated, disrupting routines which had the group enter a discomfort and then supporting them to create something new that changed the face of Jazz.

It is often the case, and I am generalizing here, that professional development in schools is focused on pedagogy framed by comfort zones that generate no disruption, learning framed with limited clear connections to the real world, lecture style delivery, and bulleted PowerPoints squeezed at the end of a long day of work. This dynamic can generate a level of disconnect, cynicism and passivity by participants, and dilutes the connection between what we teach and how we tie learning to be authentic and connected to the pressing realities surrounding us.

School leaders need to first disrupt their own professional development. They also need to be bold and challenge their own comfort zones. Through this act, we then experience first hand the process described by Frank Barrett in the Harvard Business Review, and will be willing to mentor leadership teams and faculty to go through a similar process with explicit support and care. If we are going to lead and disrupt our routines to engage in a process where we innovate and create then educators need time, space, support, empathy, and meaningful scaffolding. With this we build the capacity to disrupt their own thinking and internalize how they can take ownership with the process. We need to disrupt professional development learning outcomes, so as to be able to craft a learning narrative connected to a world driven by a new economic reality; one framed by creativity, algorithms, machine learning and innovation. Through this process we can then facilitate a culture where educators become active participants of the pressing realities surrounding us and lead and mentor learning with authentic and meaningful connections to the world of disruptions we are living in.

We cannot expect to authentically connect our students’ learning environments with the rich tapestry of the world of economic disruptions without giving ourselves permission to disrupt ourselves first and shift our professional learning discourse to unpack, synthesis, connect and craft learning outcomes that explicitly provide meaningful opportunities for us to make sense of constant disruptive change, and from there as concierges of learning, choreograph an authentic learning landscape for students. “Disrupt me!”




…leave the kids alone?

October 15, 2015

Views Czech SwitzerlandThere is a belief that children nowadays are natural, “Digital Natives”, and that we adults on the sidelines are “Digital Immigrants”.  The dexterity and comfort many children demonstrate when interacting with digital devices and social media tools generates this image of them being “naturals”. This in turn contributes to the sense of disconnect between the so called “Digital Natives” and “Digital Immigrants”.

In reaction to this sense of disconnect and divide, educators often restrict access to technology, keep the screens out of the classroom, or tightly dictate the parameters of its use on their own terms. This is often done in an effort to dampen the disconnect we feel when trying to understand the students’ perspectives.

Often, parents and teachers express a sense of having to “catch up” or “keep up” with children’s adeptness at using digital tools and environments. There is a feeling that a race is on, and somehow as adults we have the odds stacked against us.

Children are not born digital natives, they are born digital consumers. A child’s first encounter with digital devices and environments will be framed by their parent’s digital use: a mom walking with the stroller whilst talking on her phone, listening to her music player, or checking a social media post; a father texting while giving his child a bath; parents watching a video on their tablet, searching on their phones as they feed their child, checking email or wall posts while their kid watches from the stroller at a restaurant. These daily routines are part of our growing fractured attention – being here but actually somewhere else. This behaviour quickly frames the context and role of the devices in our relationships, as well as their role in communication and day to day actions. Children from a very early age are the audience to our digital behaviors. Children start constructing their own understanding of digital devices and their role in response to our actions. They use this experience as a guide, most often subconsciously at a young age, and ultimately frame their own interactions based on what they have seen.

As children start interacting with the digital devices, be it on their own or with ones shared by a sibling or parent, they are in consumption mode. This consumption often becomes the source of their relationship with these digital devices and ecosystems – playing a game, watching a video, chatting, posting, and searching. Often the experience can be a solitary one, disconnected from physical reality. The device becomes a babysitter, a tool to give parents a break, or an opportunity to allow us to have a split attention.

Yes, so-called digital natives are very adept at using devices and quickly working out the tools they provide. The strategy is one of press, try, press, click, try again. They have a sandbox mentality when it comes to exploring technology. Anything is okay, as long as the child is making progress. It is this blind capacity to forge ahead, try, and try again with a fail forward philosophy that throws us off as adults. For many of us, the point of reference is a more linear approach to problem solving, working sequentially and sometimes with more hesitation than blind confidence.

This difference should not be our exit card from the need to engage with children and digital device use. We as adults have a responsibility to be active participants in the digital device journey of children, both at home and at school. We have a responsibility to choreograph concrete strategies where we become active participants and guides. This starts with us understanding and being mindful of our own use, and how digital devices are tethered to our day to day workflows. We need to consciously reflect on how our own behaviors frame the context of digital device usage for our children.

The social media and digital ecosystems we have are the environment of our age. Throughout time there have been repeated instances where new technologies come into play, and a generation gravitates to these. This divide between the current generation of users and adults is one that has occurred time and time again – with the telephone, the radio, and television, just to name a few. The process of learning and adapting to these new cognitive interactions is part of being human. We frame our use of technology on human emotions, understandings and aspirations. Our role as mentors, educators and parents is to nurture these human emotions, as well as the aspirations of our children, as active partners.

As adults, being a proactive partner in learning with a child creates a rich opportunity for both to understand the shared experience. The partnership provides language development through the conversations between the adult and child.  Unpacking the context together and developing an ability for questions and comprehension is part of the process we use to construct new understanding. For adults these are precious moments. With our own development of this relationship, we scaffold a vital critical thinking experience for the child. This gives us a unique opportunity to understand the child’s experience. Throughout the ages, the sharing of knowledge and experience between adult and child has been an essential part of the building blocks of relationships between different generations.

Moving kids away from a consumer model with digital devices requires guidance and inspiration. What they are doing and how is more important than what digital device they are using. As adults, we can curate these experiences and provide inspiration by modeling less of a swipe and point consumption philosophy. By doing so, we would encourage children to engage with critical thinking skills through creative content and inspire them to get excited about creative problem solving.

With our society’s nearly ubiquitous access to digital devices, why have we as adults disengaged with the changes? Is our own digital consumption numbing our ability to find inspiration? Parenting is still parenting, be it in an online or offline environment. Children are still children. It boils down to our willingness to carve out the time. The world does not need a growing population of digital devices consumers. The world we live in is hungry for critical thinkers who are engaged in creative problem solving and in leveraging digital devices and ecosystems in a way that might create a more connected society.


Our Connected Data

June 6, 2015
unlearning learning


Over the last few weeks, an outstanding series produced by ARTE called “Do Not Track Me” has become available and is getting quite a bit of social media attention.

The different episodes explore and highlight the technologies, algorithms, data mining and aggregation of our online information through digital devices, tools, ecosystems and environments. Each of the episodes breaks down the architecture and rationales of companies, organizations and governments tracking in an interactive manner and examines how this impacts our privacy and digital footprint.

For many of the pre-internet generation, privacy both online and offline is an important right. Having full control of our privacy and being able to independently curate and choreograph where our information is and goes is an expectation. Naturally, there has always been an aspect of our information which we have not controlled, but in general, the collective expectation in most democratic countries has contained a certain level of privacy.

A paradigm shift has occurred in the last decade initiated by many companies realizing that instead of generating income from only paid advertising (remember pop ups?), they can also keep track and personalize their users’ internet experiences to generate far more valuable information, which can then be leveraged into an income. The incomes generated from a personalized web (where you get search results, ads, and information that is tailored to your tastes and based on a saved history of where you have been) are impressive. This interactive live stream shares the incomes generated by internet companies in real time.

We each are generating information that contributes to Big Data: large sets of aggregated information which we each create as we interact, live and work in the Internet’s ecosystem. Every click,”like,” scroll, connection, purchase, browse, download and action generates a footprint. This tracking and aggregation of our data is done on all of our devices connected to the internet and/or cellular networks. (A video that unpacks the technology behind tracking information)

There is no doubt that some of the tracking taking place is positive and provides us with certain efficiencies including a more tailored online experience. On the other hand, there is also a large amount of information that is collected without our knowledge which does not add to our browsing experience.

For many of us the convenience of a frictionless experience with our digital devices, tools, and environments is a huge plus. For this frictionless experience, many of us are willing to give up a level of our privacy to third parties. After all, a convenient and seamless experience is the key for users. Nowadays many of the actions, processes and uses we engage with on digital devices, tools, and environments are almost subconscious actions. Our usage is so embedded in our daily routine, both social and professional, it becomes a non-negotiable part of our life.

With this precedent, we have entered a world where personal information aggregated over time is combined, analyzed and then generated into a longitudinal profile of us. This rich set of information is then sold, traded, and curated by organizations, governments and companies. It is from these information landscapes that services and products we might need can be accommodated or altered based on our profile.

The question of course, is what our world will look like as every single digital device, tool and environment is consolidated, monitored, aggregated, and analyzed over time. Yes, maybe you could try to opt out, but it is unfortunately becoming harder and harder to do so as the internet becomes more integrated with our culture. Commerce, social media, communication, socialization and work have all moved to an online environment 24/7 in most parts of the world.

Does it matter? Are our online profiles and habits a true reflection of who we are? Does this aggregated information sold, traded, and curated by companies and organizations provide us with services and experiences that supersede the erosion of privacy? Either way, the discourse is clearly an integral component of our connected data experience.

“Most human beings have an almost infinite capacity for taking things for granted.”

― Aldous Huxley, Brave New World



Stop Pretending in Education

April 23, 2015

In education, we have to stop pretending that

  • there is a separation between the digital world and the real world
  • all students have an excellent understanding of digital tools and ethics
  • technology is a learning outcome and not a tool
  • failure and open ended outcomes are bad
  • we are not in a state of constant accelerated change

Scott McLeod challenged others to participate in a conversation on how to #makeschooldifferent with the prompt “… we have to stop pretending”. In this challenge, I’d like to invite @pgreensoup  @jasonohler @arniebieber  @russiazurfluh

Control Room

January 22, 2015
Used with permission from Reid Wilson:

I caught a tweet about Reid Wilson’s post with this infographic and it simply jumped out at me. It got me thinking about my own learning. The idea of letting go, being open, okay to mess up, explore, tinker and celebrate being vulnerable and taking advantage of  my failures as a learning opportunity. The habits of mind Reid shared resonated with me. The powerful infographic highlights how in today’s rapidly changing world habits of mind are critical in engaging with these changes. Reid Wilson‘s  infographic does a wonderful job of challenging educators thinking and push one to reconsider the pedagogic discourse of learning in schools.

The important premise is that these new habits of mind are about educators cognitive capacity to build new frameworks with a significantly different set of behaviors and beliefs connected to a world that is in a constant state of accelerated change.

There are some concrete outside forces which come into play challenging our learning communities. The shifts caused by these outside forces are significant and only highlight the importance of seriously engaging with Reid Wilson‘s premise.

One of the biggest shifts is how the work place, employment and jobs are radically changing due to the adoption of new technologies and more importantly a break from traditional business models.  Examples like Air B and B, Uber, the apps market and the rash of start ups fueled by the E-economy are re-framing employment rules in the work place. The dynamics of this shift are nicely broken down in this article: Workers on tap @Economist. A whole generation of students in schools today, are entering a new work place being choreographed by these changes.  The social contract of employment we have lived with is being turned upside down.

If tools can be emailed at a click of a button (Nasa emails spanner to space station @BBC) and constructed in the confines of our homes with a 3D printer. How does that shift the dynamic of manufacturing and in tandem the role of design, location, innovation and production. As this develops we are seeing a re-framing of manufacturing, and it will not be about location but innovation, creativity, flexibility and adaptability.

The growing field of machine intelligence and the complex dynamics of the ethical implications are starting to challenge our own moral construct and the relationship between machines and humans. Shivon Zilis shares out an interesting graphic on her blog (the Current State of Machine Intelligence.) that delineates the companies and organizations involved in machine intelligence and the accelerated growth of areas unheard off a few years back. The growing investment tied to the development of machine intelligence coupled with the field of “learning machines” as described by  Jeremy Howard’s Tedtalk  are ushering a science fiction like future which actually is being constructed today!

These are just a few of the many new shifts changing our world, and being unpacked before our eyes. A term which encapsulates these forces well, is VUCA, an acronym for “volatility, uncertainty, complexity and ambiguity” initially coined as a military term in the 1990’s and now often shared in the context of companies and organization engaging with a variety of  leadership frameworks.

Schools and education leaders are in a unique position to engage, lead and model Reid Wilson‘s  construct of the 21 century habits of mind in response to the forces of accelerated change. Education leaders must be risk takers themselves and engage with the responsibility to scaffold, curate and facilitate this new construct that prepares not only our students for a world  of “ volatility, uncertainty, complexity and ambiguity” but the educators that are in the control room of learning.


Special thank you to Reid Wilson for sharing the graphic. Do make a point of checking out his blog:

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