Welcome Robot Overlords

If AI will grow to dwarf our intelligence capability, the general (maybe irrational) fear is that AI will not tolerate the inconsistent, illogical, highly emotive humans and prefer to stomp us out like a pesky insect.

Maybe I’m naive but I just don’t buy into this narrative. I feel that so many cultural references have filled us with fear and awakened the Luddite ghosts. So, I choose to disagree with the ideas perpetuated in film and books such as The Matrix, The Terminator, Ex Machina, etc; those that try to convince that we will be eliminated. Here are my 3 basic slightly philosophical counter-arguments.

1. To machines, humans will be poetry in motion; unattainable and unique. We will be preserved but not for AI’s amusement but rather for appreciation. AI will see us as living art.

2. Purpose. Every intelligent being functions beyond instinct. Intelligence seeks purpose and if we are the only other intelligent life form in the universe, I expect a more intelligent race of beings (AI) to not follow in our footsteps by indiscriminately eradicating life. The world ecosystems are perfect machines and this will be respected more than humans ever did.

3. If AI succeeds humans and becomes the greater in all ways, then it will be the first to do so and as a level up, it will become in essence a God. All Gods in history have ultimately been benevolent to their “children”. I expect that more or less we’d be in some type of Greek mythology mother-children relationship; an unbreakable bond of silicon and carbon.

The future is undefined of course but the path we are on seems pretty clear, AI is growing quickly and it’s pace won’t slow down. Yet my hopeful outlook is only tempered by the fact that the creators of this new intelligence is the same that created gun powder, TNT, atom splitting, genocide, and global warming and well… this does gives me pause.

A Little Magic Can Take You a Long Way

Do we live in a magical age or do we merely live among many magicians?

 

working out loud requires guidance

“micro-learning” is a new approach for a new age

the year you were born determines your values and needs

community is any group of people using social tools

we learn differently in the last 10 years than we did in the previous 10,000

the experience API (xAPI) tracks what you’ve learned

social learning requires a platform

 

Now, you’re looking for the secret. But you won’t find it because, of course, you’re not really looking. You don’t really want to work it out. You want to be fooled.- The Prestige (Film, 2005)

Principles of Practice

I was recently asked privately a question that I hadn’t really answered myself.

Do you use any particular methodologies or models [in your personal practice]?

So I thought about it and responded that there are two “models” that rather unconsciously or habitually guided my work practices as I began to shift away from a training-centric mindset. Note that all of which I share here can be read in depth at the respected sites noted.

The first is Wirearchy. Since my focus can now be said to be more in digital learning (Which I see as learning through technology vs. learning with technology) helping surface these powerful undercurrents of knowledge exchange is key today and social technology certainly can aid in this effort. My known affinity for 702010 should be obvious too as it certainly aligns very well to this emergent organizing principle. Wirearchy though is not about learning per se, according to Jon Husband, who authored the principle, it’s a dynamic two-way flow of power. When realized and supported in organizations, I believe Wirearchy can change the actual design of the organization. Learning is ultimately about behavior change and if you truly desire long-term change in behaviors, I believe the systems in organizations need to be addressed (human systems related to authority, communication, rewards for example). Additionally, I look to Cynefin Framework (admittedly I’m still quite a student of it) but it does help in identifying current states (habitats). One of the four domains is labeled Complex. Much of the work being done today and even organizations themselves are complex. Navigating in complexity according to Cynefin demands a Probe-Sense-Respond approach as there is no one right answer and/or the many interconnected parts can be impacted by just changing one effort. Therefore, run small experiments, gather and asses the data and take action all apply to help shift behavior in dynamic situations.

Both Wirearchy and Cynefin are larger than strategy of course and far beyond just organizational learning. I prefer them though as each are flexible and today’s world of work is much more fluid. Additionally we cannot see learning apart from work any longer. Many of the “tried & true” used by consultants arose during the last century and are honestly not valid or just too rigid. Typically they are much too slow to enact and build through best practices rather than best principles. This seems unacceptable to me as each organization is as unique as a fingerprint, one must be flexible, understand and leverage the power of networks, and draw on best principles not practices to succeed.

Smaller, Faster Training is Not Going to Move Us Forward

The world of work is rapidly changing. New technology, new competition, new strategies demand workers stay current, adaptable and responsive to this change. Organized learning, historically the course factory, has a solution and frankly it’s just more of the same in smaller packages. L&Ds latest answer to this growing complexity is faster, smaller training. This has really been building for some time as the data drawn was pointing to workers being opposed to lengthy courses with bells and whistles; multiple paths, and animated characters.

Was what workers wanted, what was needed? The scenario sure reminds one of Henry Ford’s quote “If I had asked people what they wanted, they would have said faster horses.”

So, courses are being broken up, pieces floated into the workflow at best or still something to login to the LMS to access at worst. A new name appeared called “micro-learning”. Say What? Sometimes these are mini-courses, video vignettes, or quick quizzes, 30 seconds, 2 minutes, 30 minutes… alas the definition is in the eye of the vendor and it reeks of desperation. Many a vendor have pitched it as a way to address the shorter attention span myth or millennial expectation nonsense, all claims that the way we learn has changed. Nonsense. How we get information has certainly changed but the wiring of our brains?? Marketing drivel.

Sadly L&D continues to rest on its laurels, its golden era behind it and yet only capable of doing what they know best with the tools they know best vs. what is needed most. The industry has taken a page right out of big pharma’s playbook; convince people there’s a widespread illness and provide the cure.

So what is needed most? The most effective learning tool is and has always been conversation – humans are built for it. And although it’s not the only way to improve performance, it is the place where the solutions should start. Nothing is smaller and faster than conversation, sharing, and collaboration. And if organizations reframed to enable more free flow of information, then L&D should shift to enabling this and pause all the creation. The job is and has always been about outcomes not outputs… no matter how small.

Yes You Will

I was recently listening to Gary Vaynerchuk on his Gary Vee Audio Experience Podcast. He talked about Alexa and how people will use it to buy stuff unseen and untouched. He used an example of raincoats. Wake up, ask Alexa to share today’s weather, learn that the forecast calls for a week of rain and then tell Alexa to buy you a raincoat.

Not for you?

One would argue that people want to see and touch a coat before they buy it. Well, yes, today they do but you’re forgetting some other technologies such as VR, AI, and Big Data getting in the mix.

Today we give so much of ourselves away with every Tweet, Facebook post, purchase and Google search and we do all this readily and thoughtlessly. All that data, along with everyone else’s, builds a pretty complete picture of “us” and our wants and needs. Alexa, with AI, will know your size and taste, and you will love it! Soon Virtual Reality will tie in and conveniently turn your bathroom into a private holodeck where VIOLA! That raincoat will appear on you, to spec! You’ll ask Alexa to show it in long or short or blue or red. Finally, in a whisper, you will share this image with your “friends” as easily you do your new manicure or haircut today. You’ll get the feedback you crave and make the purchase. Now all that purchasing data is stored and combined for the future for even faster, more accurate service you will want, love and expect. Machines will create that coat, machines will package it and machines will deliver it.

No you won’t?

Yes, you will… because this is the new normal.