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 digital content scalability problem

Screen Shot 2018-05-20 at 3.04.46 PMWhy are ebooks still stuck in the print-under-glass model? Why haven't we seen anything new and exciting in the digital book transformation process?

Those are questions I've been asking myself a lot lately. Ebooks are convenient in that you can carry an entire library on a phone or tablet. They're also more readily available for browsing or purchase, right from the comfort of home. But the reading experience features nothing more than a digital version of the print edition.

I've spent a lot of time evaluating content transformation platforms over the past several years in the hopes that I'll discover the path forward from today's world of dumb books on smart devices. I'm disappointed to say we're at roughly the same stage as we were at more than 10 years ago when the Kindle first hit the scene.

The problem? Scalability.

There are countless books which could be greatly enriched by leveraging technology. Everything from the simple insertion of video to the addition of more interactive elements would turn a static experience into a much more memorable (and probably more effective) experience. These enrichment platforms are becoming easier to use, enabling drag-and-drop functionality so you don't have to be a programmer to create a rich user experience. However, the cost of creating these next-gen products is typically more than what the publisher invested in the creation of the original print product.

Think about that for a minute. As a publisher, you have a pretty good sense of the ROI for your next new title. Most of the variables involved operate within a fairly tight range (e.g., author advance, editing expense, manufacturing cost, sell-in level, etc.) Even the total sales, and therefore resulting revenue, are fairly predictable, within a given range. All this predictability provides the publisher with a P&L model without a lot of surprises.

Now think about asking a publisher to spend two or three times that initial product investment to create an enriched version of the same title. The product development expenses are higher, and may even result in cost overruns due to the newness of the approach. More importantly, the resulting revenue projection is a total shot in the dark. Until the publisher has created enough of these new products, they have no idea what sort of sales range to project.

Scalability should lead to better efficiencies. We saw this with ebooks; an ebook can be created today at a fraction of what publishers used to pay for the service 5-10 years ago. The same thing needs to happen with enriched content. Vendors need to have a path to a model where the transformation cost is less than half the original print/ebook product cost. If they're unable to get there, they might as well abandon ship and get into a different business.


Unlocking value with audio and DBW 2018

Screen Shot 2018-02-18 at 3.54.52 PMI haven't attended or presented at a major publishing event since TOC ceased operation in 2013. Over these past five years I've returned to my roots on a couple of fronts. First, as a former software developer, it was fun heading up strategy and business development for a small software company which specializes in helping print publishers make the leap to digital. For the past couple of years though, I've been blessed to work with and lead a team of publishing professionals, similar to the various publisher roles I've previously held at places such as Macmillan, John Wiley & Sons and O'Reilly Media.

These two recent roles have enabled me to step back and look at the future of content development and distribution in a whole new light. The rapid pace of technology has also brought a number of new capabilities and services to the forefront, some of which simply didn't exist in 2013 (e.g., Alexa).

Many of you know that the last major digital publishing event, Digital Book World (DBW), recently changed hands and is now owned by Score Publishing. I've had the pleasure of speaking with Score's CEO, Bradley Metrock, and I'm inspired by the energy and vision he brings to the table for DBW. That's why I'm excited to announce that I'll be both speaking at DBW 2018 in October as well as moderating the New Media Book World track there.

My DBW session, "How Audio Will Unlock Value", connects a number of topics I've written about on my website and will cover each of the following, for starters:

  • Siri, Alexa, et al, are just scratching the surface
  • The importance of richly tagged content
  • Playlists, both personal and crowdsourced, show how curation becomes at least as important as creation
  • Voice UIs lead to the most powerful adviser and mentor you'll (n)ever meet

I'm looking forward to this session and track, but more importantly, I'm excited to reconnect with many members of the community I haven't crossed paths with since 2013. I hope you're planning to attend DBW 2018 so that we can continue the conversation in Nashville this October.

(P.S. -- In case you're wondering, no, I'm not on the DBW payroll -- I simply remain a fan of these important industry gatherings and I want to help spread the word and serve as an agent of change, same as I did in the TOC days.)


Blockchain and the next generation of content reuse and syndication

Chain-2364830_640What do you think about the KodakOne and KodakCoin strategies? If Wall Street is any indication, these might represent the long-awaited turnaround the tired Kodak brand desperately needs to regain relevance. Then again, the resulting Kodak stock surge might be nothing more than a short-term blip once the Bitcoin buzz settles down again.

I tend to think the long-term effects of KodakOne and KodakCoin will fall somewhere between those two extremes. I'm more interested, however, in what the underlying blockchain technology could bring to the broader opportunities in content reuse and content syndication.

Some have speculated that blockchain could help solve the content piracy issue. I disagree. I'm not convinced publishers are really suffering from piracy, so this is a solution in search of a problem.

But what about content reuse and the ability to truly unlock the full value of any piece of content? Today there are a variety of platforms and services acting as content clearinghouses who manage rights and payments. It's always seemed like a highly inefficient part of the business, requiring too much manual intervention. Think instead of a blockchain-powered content bazaar where creators offer their IP to anyone and are assured they're receiving their fair share of all reuse revenue.

The content remix model that's been predicted for so long could become a reality with blockchain at its heart. This isn't just for written content, btw. Think audio and video as well. It lends itself to a true remix marketplace as well as a frictionless syndication model: Just set your terms and let the open market determine what's valuable and what's not. Remixes could be built on earlier remixes, all with a reliable audit trail and accounting built in. This model would also generate a wealth of rich, useful data; the key question is whether the platform developer makes this data widely accessible or hides it from the community.

So even though blockchain might not be Kodak's salvation, it has the potential of becoming a game-changer for more effective content discovery, distribution and reuse.


Alexa, Siri and Google Assistant: Where are VPAs leading the publishing industry?

Screen Shot 2017-10-29 at 11.19.34 AMMy daily hour+ commute to and from work enables me to take in a variety of podcasts, a bit of SiriusXM Radio and, more recently, some quality time with Google Assistant. The latter simply means I press and hold the home button on my Galaxy phone and say, "good morning." Google takes it from there, providing the local weather and news summaries from a variety of sources.

OK, that's not exactly ground-breaking, but what fascinates me is where virtual personal assistants (VPAs) like Google Assistant are leading the publishing industry.

Rather that the mostly one-way interactions I have with Google Assistant today, what if the dialogue looked more like this in the future?:

Me: Good morning.

Google Assistant: Good morning, Joe. The local temperature is...

Me: Let's skip the news. What are the new and noteworthy books in my favorite categories?

Google Assistant: There's a new biography about Leonardo da Vinci you'll want to know about. It's by Walter Isaacson, the author of the Steve Jobs book you liked so much. Would you like to hear the description?

Me: Yes.

Google Assistant: To write this biography Isaacson immersed himself in da Vinci’s 7,200 pages of notebooks, which these days are spread across the map...

Me: Didn't da Vinci spend a number of years in Florence?

Google Assistant: Yes, he was born nearby and spent 1466 through 1476 as an apprentice in the workshop of Andrea di Cion. You visited that part of Florence during the Italy vacation you and your wife Kelly took in September 2017.

Me: Please send the ebook sample to my Google Play account.

Google Assistant: OK, it's now in your library. Would you like me to read the sample to you?

Me: Yes.

That's more of a two-way conversation, encouraging more personalized discovery and consumption. But why does this have to be a solitary experience? Wouldn't it be cool if VPAs could become an extension of your social network, enabling you to experience and interact with content with others?

For example, let's say I get a couple of minutes in to today's Marketplace podcast from NPR and I realize the topic is something my good friend Paul and I often talk about. Rather than listening to it alone, I'd like to see if Paul is available to join me. I ask Google Assistant to ping my friend with this audio greeting: "Hey Paul, it's Joe...I'm about to listen to a Marketplace episode I think we'd both enjoy. Care to join me?"

He's got a few minutes, so he opts in and Google opens a three-way audio channel where the podcasts plays and Paul and I can pause it at any moment to share comments, all done via voice control. Each time one of us wants to say something to the other, the podcast pauses and the two of us are able to voice chat, comparing thoughts. When we're ready for it to start back up, we just tell Google to proceed.

This would be a nice, new way to experience a podcast with others, but how about doing the same for longer-form content, like a lecture or even a class recording? No matter where you and your friends are physically, you could use VPAs to interact with the content as a group.

If you haven't already done so, I encourage you to explore the world of Google Assistant, Alexa, et al. We're only scratching the surface of VPA potential today and these technologies can help us take the next steps in breaking free of the limitations with today's mostly container-based content model.