Are we on the verge of a learning system breakthrough?

I've been experimenting with a popular video-based training platform as I continue my journey as a lifelong learner. The platform is excellent and offers a variety of resources; in fact, there are so many options to choose from it's sometimes hard deciding where to go next.

And that's the problem. The platform doesn't really know me. It's designed as a one-to-many approach where the content is extremely broad and it's up to the user to figure out where to invest their time.

There's nothing wrong with that approach but it doesn't take advantage of today's technology capabilities.

If we could combine three distinct technologies I think we could take a huge leap forward in learning systems. I'm talking about (1) voice UI's (think Alexa), (2) modern text-to-speech services and, (3) artificial intelligence (AI) where the platform learns about me and therefore delivers a custom, one-to-one, solution.

Voice UI's are all around us but they're still in the new, experimental stages. Early TV is sometimes referred to as "radio in front of a camera" and before too long we'll describe today's voice UI's in a similar fashion.

One way voice UI's will move forward is by having access to enormous libraries of richly tagged content. I say "richly tagged" because the content will need to be granularized so that it can be searched and reconstituted in an infinite number of ways depending on each user's needs. Also, we shouldn't rely exclusively on Amazon and their capabilities, hence the need for one of the more modern text-to-speech solutions which are often indistinguishable from an actual person.

The third leg of the stool is the AI to power the conversation, learn about me personally, understand how to answer and where to take me next.

It all adds up to a user experience that feels like I'm receiving one-on-one training from an expert on the topic. Over time the system learns about me and my strengths and weaknesses, just like any good teacher. It also builds successful learning paths based on different user skill and learning preferences thereby making the system even more useful for future users.

I'm curious if something like this already exists, even if it's on a small scale or in the early stages. The pieces of the puzzle are already available so it's just a question of pulling them together, managing the IP rights/income streams and offering it at a compelling price.


The future of collaborative digital content consumption

Amazon's recent Watch Party announcement sheds light on what the future holds for digital content consumption. It's primitive, yes, but a step in the right direction.

To summarize, Watch Party lets two people watch a movie together even though they're not in the same location. The first version limits interactions to texts and emojis but you can bet a future version will support video on both ends so you can make faces and feel closer together.

With Alexa (and Prime) Amazon has built an incredible platform for on-demand content which can be simultaneously enjoyed by multiple people regardless of location. Podcasts are a great example. There have been a number of times when I wanted to listen to one with my wife when I was probably driving home but she wasn't in the car with me. Today I'm forced to stop and wait till we're together.

In the future imagine using nothing but voice commands to tell the podcast to pause, see if my wife wants to join me, then play it for both of us to enjoy remotely. Now a channel is open for us to listen, pause, comment to each other, etc., as if we're both listening in my car.

Take it a step further and think about longer-form learning. What if two or three people want to take a course together, listening and/or watching, over an Alexa-powered Zoom-like communication platform where, again, pausing, commenting, etc., is all enabled via audio commands. Thanks to a powerful search on the back side of this you're always able to pause and ask for a deeper dive on any topic that comes up.

I realize a great deal of the learning process takes place in solitude. That means textbooks don't necessarily go away but voice UI and synchronized platforms like Watch Party will undoubtedly lead to new options for learning as well as entertainment.


Amazon, Alexa and podcasting

When the Spotify-Joe Rogan news hit last week I wondered again about Amazon's role in podcasting. Sure, you can ask your Alexa device to play the latest edition of just about any podcast but is Amazon only looking to act as a pass-through agent, serving up streams from Apple?

If the latest rumors are any indication, the answer is no. It appears Amazon doesn't want to simply enter the podcast market...they want to totally disrupt it.

The local content angle may seem somewhat narrow at first but think about the possibilities. Amazon certainly has the resources to curate the best of the best as well as fund development of new local content while newspapers, local TV, et al, are declining. And if I'm going to Amazon for my local podcast content I'm also shifting all my non-local podcast subscriptions to their one app/service as well. All of this, btw, will be accessible through the countless Alexa devices in all our homes (and ears, as my Bluetooth earbuds are also Alexa-enabled).

The most interesting element of this Amazon podcasting story is the advertising angle. Most of the ads I hear in podcasts today are still very mainstream, trying to cast as wide a net as possible. That's why 99% of those ads don't resonate with me. Amazon, however, is loaded with data about my preferences, buying habits and more. They're uniquely positioned to serve up programmatic advertising for an audience of one: you. That doesn't exist in the podcast world today but it definitely will tomorrow.

Advertising engagement and conversions would both be exceptionally high in this environment. And if you like what you hear, buying/subscribing/opting-in to whatever the ad is promoting will be as easy as saying, "Alexa, sign me up for..."

This model makes privacy advocates cringe, of course, but it's also likely to create an entirely new ecosystem of streaming content driving significantly more revenue for plenty of parties, not just Amazon.


Where are all the must-have Alexa skills?

Is it me or is Amazon's Alexa loaded with nothing but gimmicky skills? I like audio news streams as much as the next guy but where are all the amazing skills this platform should be offering by now? I wrote earlier about a use-case publishers and content consumers could get excited about but the capabilities I outlined then are still nowhere to be found.

My various Alexa devices are great at streaming music. The Echo Show I got for Christmas sits on my nightstand and randomly shows photos from my collection. It's a rather pricey, over-engineered picture viewer and alarm clock though. A few months ago I bought an in-car Alexa device but soon realized it doesn't add much value beyond what I already get from my phone's podcast app paired via Bluetooth.

Speaking of phones, the Alexa platform seems to be where the app stores were in the early days of both the iPhone and Android devices. Come to think of it, it's still pretty hard to find new, useful apps amidst all the clutter. If you're like most people, you have dozens of apps on your phone but you probably only use a few of them on any given day. At this point in the life of Alexa I thought we'd see at least one or two can't-live-without-it skills but I can't think of a single one.

I'm still extremely bullish on voice UIs and I believe the future is bright for publishers who are willing to transform their content for delivery on them. That process becomes a lot easier as the text-to-speech services continue improving, btw, and I recommend we continue experimenting with skills and capabilities.

I'm guilty of adding to the clutter as I'm working on a skill for an audio version of my website. Amazon makes it sounds simple enough but I ran into a snag about 10 minutes into the process. I've run out of time today but I'm going to see if I can troubleshoot and take my skill live soon. I encourage you to do the same; even if your new Alexa skill isn't a game-changer, it's important to immerse yourself in the process and stay on top of this important platform.


Managing book highlights and excerpts

In the pre-ebook era we didn't have a lot of options for managing book highlights and excerpts. They generally lived on your shelf and if you didn't have that book with you, well, you were out of luck

The 2007 launch of the Kindle platform dramatically expanded the capabilities for highlights and excerpts...sort of. You didn't have to carry all those books around anymore but your thoughts were pretty much trapped in the Amazon ecosystem.

Not much has changed on this front over the past 10+ years but there are other tools that can unlock your book thoughts and notes. I'm talking about Evernote and how I use it to manage my book notes.

When I start reading a book I immediately create a new note in Evernote with the book's title. I'm reading more print books than ebooks these days, but the same approach I'm about to describe can be used for either. When I find a page or section I want to highlight or create a note about, I simply use the camera option in Evernote on my phone, take a picture of that page and stick it in the book's Evernote entry.

The result is a set of excerpts and notes that travel with me on all my devices. Better yet, I can share those notes with friends or colleagues. In fact, I'm using this solution right now to collaborate and share thoughts on a book I'm reading with one of my co-workers.

Evernote has optical character recognition (OCR) built-in and I often take pictures of hand-written meeting notes to save digitally. Oddly enough, Evernote is almost always able to translate my awful handwriting but it often has a hard time recognizing printed words on a book page photo. It works better on the Mac than my Android phone but it's still hit and miss. The downside is that your book page photos often aren't searchable within Evernote and I'm hoping they fix this soon.

Despite that issue, Evernote is a terrific tool for managing and sharing your book highlights, excerpts and notes.