Tag Archives: future

Information abundance requires pattern recognition

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What a fantastic quote by Adam Grant,

“The hallmark of expertise is no longer how much you know. It’s how well you synthesize.

Information scarcity rewarded knowledge acquisition. Information abundance requires pattern recognition.

It’s not enough to collect facts. The future belongs to those who connect dots.”

Pattern recognition and synthesis are the path to innovation, ingenuity, and invention. The collection of knowledge is not enough. Wisdom comes from recognizing how to make connections across different fields, how to make meaning out of relationships that not everyone sees.

Artificial Intelligence can give us the knowledge we seek. It can dumb down the ideas to our level of understanding, and even teach us with relevant examples when we are stuck. More information won’t be what we seek. Instead we will seek new connections, patterns, and relationships.

The desired experts of tomorrow are probably not the siloed experts we once sought. Instead they will be information generalists who understand how to take information from different fields, identify relationships others don’t see, and synthesize information such that they can tell a story others won’t know to tell.

How are we preparing the next generation of learners for this new future? How will schools need to change to help students prepare for the future in a world of abundant and easily accessible information? It certainly won’t be by feeding them content. Instead, the future of education lies in creating challenges where students need to synthesize information and recognize connections and patterns across different fields of study.

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Related: My ‘Transforming Our Learning Metaphors’ Ignite Presentation from almost a decade ago.

How good, how soon?

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I am still a little freaked out by how good the Google NotebookLM’s AI ‘Deep dive conversations’ are. The conversations are so convincing. The little touches it adds, like extended pauses after words like ‘and’ are an excellent example of this.

In the one created for my blog, the male voice asked, “It actually reminds me, you ever read Atomic Habits by James Clear?” And the female voice’s response is, “I haven’t. No.”

Think about what’s happening here in order to continue the conversation in a genuine way. The male voice can now make a point and provide the female voice ‘new’, previously unknown information. But this whole conversation is actually developed by a single AI.

How soon before you have an entire conversation with a customer service representative oblivious to the fact that you are actually talking to an AI? Watch a newscast or a movie unaware that the people you are watching are not really people?

I shared close to 2,000 blog posts I’ve written into the notebook, if I shared my podcasts too and it replicated my voice, I wonder how long it will be before a digital me could be set to write my posts then simultaneously do live readings of them on my blog? Writing and sounding just like me… without me having to do it!

As a scary extension of this, could I learn something from the new content that it produces? Could I gain insights from the digital me that I would struggle to come up with myself?

This is just the beginning. How much of the internet is going to end up being AI generated and filled with AI reactions and responses to other AI’s? And how much longer after that before we notice?

Now and the Future – iHub Grad Address 2024

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I can’t describe the joy of participating in grad at Inquiry Hub. These students are amazing. Our student focused show, with performances and videos that highlight the whole school are such a community building and community honouring event. The night warmed my heart, and I teared up more than once.

Here is my grad address. I really don’t have more to say, other than it was an evening that recharged my battery. It reminded me of why I love my job.

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Now and the Future – iHub Grad Address 2024

Greetings Honoured Guests, Parents, Family Members, Teachers, and Students including our very special Grads of 2024.

In your yearbooks, I wrote this as part of my message to you:

Asking questions is key to learning and I think at Inquiry Hub we do a pretty good job of getting students to ask good questions… and then answer them. There is a lot of conversations, dialogue, and debate that happen inside our school walls, and from that students learn not just about things, but they also learn the skills to discuss and negotiate and support their ideas in meaningful ways… and sometimes even to change their minds. A growth mindset is so much better to navigate life with, compared to a fixed mindset.

In a civil society, dialogue is the one problem-solving strategy that should be sacred. To do this, free speech is essential. But right now, outside the walls of our schools, there is a culture of ‘attack the opposition’ that is very scary. We need to be resilient when hearing opposing views, and understand that, we must be tolerant and accepting of opposing views, unaccepting of hateful and hurtful acts, and smart enough to understand the difference. When we can’t have conversations with people that have different views, we don’t grow as a culture or as a society.

That was a message for right now. There is so much conflict and strife in the world, and it can sometimes feel a little bleak.

But here’s the thing, I’m really excited about the future our grads have before them. It’s a future that is beyond my ability to predict, but I’m going to try anyway.

Our grads understand how to see the world from multiple perspectives.

You understand the challenges but you are also solution oriented. And you are going to have tools and strategies that no other generation has had. 

Here are four predictions:

  1. You will have better AI than we can imagine. What we think is amazing now will look like child’s play in the future. I didn’t have Google growing up, I had paper encyclopedias. In a few short years the Artificial Intelligence available will look to us now like what an iPhone would be to someone living in the 1920’s. (Oh, and by the way, I did not use AI to wrote this.)
  2. You will not live in a world that has an energy crisis, or one that harvests natural resources to create energy. Energy will be almost free if not completely free.
  3. You will live longer. Longevity research is reaching a point where more and more healthy years will be added to your life faster than you age.
  4. You will retire sooner. More of your life will be filled by doing want you want to do, rather than what you need to do to work and make an income.

All this to say that while it seems like us old folks have left you a pretty messed up world, we are less than a decade away from some key turning points where you have more freedom and choice, more access to cheap energy, and more free time than we could ever have imagined as recently as when you were in Grade 9.

It’s an exciting time to think about what the future holds, and when I think about you all as creators, artists, thinkers, dreamers, and leaders, I’m excited about your generation building the future I get to grow old in. 

Inquiry Hub isn’t perfect, but it is a very special school. It is a place where our students feel they belong. A place where you get to be courageous learners and leaders, and a place that I hope you carry fond memories from. 

To the class of 2024, I can’t wait to see what the future holds for you… and for what you will do to help shape that future. Be brave, be strong, and help build a community where everyone feels they have a place, and a way to contribute. 

Thank you.

With a Discerning Eye

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Yesterday, when I wrote ‘The inverted political bell curve’ about how politically many people have moved to the extremes. I ended by saying, “The bell curve is gone, only warring tribes remain, and the fighting is just going to get uglier.”

There are many reasons why I think this is true, and I think we are headed into a period before the US election where truth will be hard to discern, and extremist views will go viral. But I also think that many people can see it coming and will be ready. They will question, they will fact check, they will doubt the accuracy of what’s being spewed their way.

Will the extremes be loud, and will their messages be filled with personal attacks and un-researched facts that are actually fiction and propaganda? Yes.

But not everyone is going to listen. There are some savvy people who will be watching with a discerning eye. They will be the voices of reason. They will be as interested in determining the intent of the message as they will be in listening to it. They will hear something bad about a candidate they dislike, and still question the validity of what’s being said.

I don’t think this group will be a majority, but they will be present. And while yesterday I sounded like I saw a future of doom and gloom ahead of us, I also see some promise that not everyone is polarized and sitting on the extremes. And that keeps me hopeful that things might not get as messy as they could.

Watch the news and messaging on social media with a discerning eye in the coming months… question, fact check, and take the time to understand the context of things being quoted. We need common sense to prevail.

The Nvidia omniverse

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The future is here. In this quick video Nvideo CEO Breaks Down Omniverse, Jensen Huang discusses a virtual space where robots and Artificial Intelligence (AI) practice and rehearse their actions in a virtual space before trying things out in the real world. Specifically, he discusses car manufacturing and trying out designs of both machines and factories before physically building them, reducing rebuilding and redesigning time.

This is a game changer in the design of not just systems but in building physical things. The design phase of new products just got a steroids boost, and the world we know is no longer the world we live in.

We are now in an era of AI assisted design and manufacturing that is going to explode with amazing new products. Robots using AI in a virtual omniverse, trying out new creative ways to build new items faster, and more efficiently. Robots building robots that are tested in a virtual world, tweaked by AI, and retested virtually, tweaking the design of the very robots that will be building the new robots. Let that last sentence sink in… robots and AI redesigning other robots and AI… machines building and designing machines.

But that in itself isn’t the steroid boost. The real power comes from practicing everything first in this virtual omniverse world. Trying out the physics and dynamics of the new tools in an environment where they can be tested thousands and even millions of times before actually being built. This is where the learning is accelerated, and where things will move so much faster than we’ve ever seen before.

Products used to takes years of development to be built, but now a lot of that time is going to happen virtually… and with iterations not happening sequentially but simultaneously. So years of development and production design happen in moments rather than years. With the omniverse we are going to see an acceleration of design and production that will make the next few years unrecognizable.

It makes me wonder what amazing new products await us in the next 5-10 years?

AI and languages

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I just watched a video where the new Chat GPT-4o seamlessly translated a conversation between an Italian and English speaker. I know this isn’t the first tool to do this, but it’s the first time I’ve seen an example where I thought about how useful this is. It gave me the realization that instant language translation will revitalize diversity of language

In my travels, I’ve noticed that English is a language that is becoming more and more widespread. Not everyone knows English, but recently in both France and Spain I had far less challenges communicating compared to my travels to France 12 years earlier. I think this stems from a move towards everyone desiring to speak a common language. Want to be able to talk to people in most parts of the world? Learn English.

But maybe that desire will diminish now. If I get to speak in my mother tongue and someone who speaks English can hear a seamless translation, do I really need to learn English? Maybe in the future people will be less likely to pick up a new language? Will we see a slowdown in the acquisition of the English language?

While I think we’ll see this shift, it won’t be drastic. Yet I can see both positives and benefits to this. A positive is that people will be more likely to hold on to the language of their heritage. A negative could be that in countries with high immigration the effort to learn the country’s home language might be less desirable. While this won’t necessarily cause an issue communicating since these AI tools can help, it can potentially undermine the social fabric of the country.

And maybe that’s not as big a concern as I’m making it out to be?

Still, I’m excited about the ease with which I’ll be able to travel to countries where the primary language isn’t English. I look forward to having conversations I could not have previously had. Tools like this make almost every person in the entire world a possible acquaintance, colleague, and friend. That’s a pretty exciting thing to think about.

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As an aside, a lot of AI image creators still have issues with text, as the image accompanying this post demonstrates. This was my prompt: An English, Spanish, and French person sitting at a table, each saying “Good Morning” in their own language, in a speech bubble.

Dear Grocery Store

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It’s time to enter the 21st-century and provide intelligent search in your stores.

Create an App that is a shopping list that automatically sorts products by the aisle that they are in. Have sensors that the app detects so that once in that isle, you can see right where the product can be found.

Yes, I know you make a lot of extra money selling stuff because people are searching, can’t find their products, and see other products to pick up, but here’s a better way to do it!

You have an extreme amount of data about what people buy together. Instead of relying on them accidentally stumbling upon something as they search, use the data you have:

1. Put things together that people have bought together on their past shopping experiences. There are hundreds of millions of orders you have already tracked on every receipt you’ve ever printed and stored. Yes, that might be challenging for someone who doesn’t use the app, however, you’re going to design the app so that it would be stupid not to use it.

Who knew that people who bought tacos also bought mango curry sauce… you do because the data says so. So, why not put them next to each other in the grocery store?

2. Use the bottom 1/4 of the App to a) suggest related items when an item is added to the list, and b) show related items or data-suggested items while looking for the next item on the list.

3. Personalize suggestions based on individualized purchase history. If someone adds taco shells regularly, remind them about taco shells or salsa the next time they buy ground beef.

4. Make the App features great. Make it ideal for other lists too, make it indispensable. Add features that might suggest other items if you are on a diet. Or let a vegetarian know that a sauce has meat products and suggest another one that doesn’t.

5. Don’t game this too much. We aren’t stupid. If we see that every item you suggest is by Kraft, or we see the same items again and again that your App is pushing to us for advertising kickbacks, we’ll know the App is made for you and not for us. Here’s a magical idea, don’t just say you put the customer first, actually put them first!

The days of forcing people down every isle for them to buy more products are over… or they will be for you if you competitor takes this App idea before you do.

Ashtrays and Newspaper Racks

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If you are Gen X, then at some point in your schooling you probably made your parents an ashtray out of clay. I did, and my parents didn’t even smoke. And if you were in a woodworking class you probably made some sort of newspaper or magazine rack, which was something your parents might have had in your living room. Depending on how good it was, this wooden creation may or may not have been as prominently displayed in your house as the ashtray. But these were a couple ‘practical’ things we made in school ‘back in the day’.

Both my daughters, who went to different middle schools, made gum ball machines out of wood, which used a mason jar to hold the gum balls. And I think for both of them the other option was a birdhouse. These were their versions of ashtrays and newspaper racks.

I bet most kids today will come home from school at some point with a 3D printed keychain. Most houses don’t have ashtrays, or newspapers or even magazines. Most parents wouldn’t know where to go to buy loose gum balls to put in a school made gum ball machine. Times change and so do the crafts students create at school.

Some of the other things students might (and do) create at school these days include: Apps, websites, and online businesses. These are the modern day ashtrays. A bit more practical, and a lot more relevant. That said, I hope kids still get a chance to work with clay and wood. I still want to see art that is 3D but not 3D printed. No one needs a newspaper rack or gum ball machine but bird houses can still be made.

There are cookie-cutter style ‘everyone makes the same design’ kind of bird houses, and then there are versions of the same project which are open to design thinking and personalization. And it really doesn’t have to be a bird house… just a hands-on creation using tools rather than a keyboard. But when I said, “I still want to see art that is 3D but not 3D printed.” I also should have mentioned that I want kids to also 3D print things.

The message of this little, nostalgic visit down memory lane isn’t just to say bring back the old hands-on projects, and do away with the new ones. Rather it’s to say we need both. We need students creating physical crafts, with their hands, at school and we need them designing new digital products with new tools as well. I’d be a bit concerned if kids today came home with ashtrays, but I’d still love to see them producing creative works that involve building and creating physical things with their hands.

I also wonder what the 2050 version of the school made ashtray will be?

Gen X Wave

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We are in for a unique change in the workforce. We are approaching a wave of Generation X retirements and that’s leading to shortages in the workforce. Teachers, nurses, doctors, plumbers, and many more positions that AI won’t easily replace, are seeing retirements happen faster than they can be replaced.

So part one of the change is simple to see, and that’s workforce shortages. The other part of this wave is these same Gen X’ers taking on different jobs. People retiring in their late 50’s and early 60’s are not all going to leave the workforce completely. This will happen for a couple reasons.

They won’t leave because their pensions need to be subsidized to live the life they want to live, and they won’t leave because work gives meaning to a lot of them… being productive is important in feeling young and staying healthy. Some of these people will continue working in their old fields after receiving there pension, ‘double-dipping’ and earning both a pension and also doing their old job part time. But others will go into whole new fields.

This is a part of the wave that is undefined and even exciting. I think you are going to see an increase in ‘creatives’ who are going to be 55+ in age. Older social media influencers, and artists, and producers of creative content. You’ll see novelists whose first best seller was written after the author turned 60. You’ll see short, clever, high quality filmmaking and storytelling. You’ll see new companies going viral with first-time CEO’s and entrepreneurs who are also senior citizens.

When Gen X retires they are going to ‘hit different’. Then again they are a generation that seemed to define themselves as different all along. I’m excited to see how they hit retirement are redefine it in the coming years.

How soon, Siri?

I’m excited to see how Siri will be updated with the advancements seen in Artificial Intelligence. AI has come a long way and I think it’s time Siri got a serious upgrade.

I will often ask Siri a question and the response I get is, “Here is what I found,” with web links from a simple Google search.

I want Siri to give me the details in a conversation. I want Siri to ask me follow-up questions so its response is better. I want Siri to figure out better searches based on my previous lines of questioning. I want a fluid conversation, not just a simple and often unhelpful question and response.

Essentially I want a Siri that feels less like voice response to a simple query, and more like a personal assistant. when is this upgrade going to happen?