React vs Machine Learning — the plight of non-tech companies

Omri Tintpulver
Dec 1, 2016 · 4 min read
Image for post
Image for post
Google’s Deep Dream AI image of Edvard Munch’s “The Scream”

Despite all the hype and money around AI these days, what practical options exist for non-tech companies with established software teams? Setting aside the convincing argument that sometime in the near future all companies will be tech companies, in the here and now non-tech companies remain and so do the necessary tradeoffs — like having to choose between Facebook’s popular React library for building user interfaces and the resurgent AI subfield of Machine Learning.

Image for post
Image for post
Image for post
Image for post
Google Trends

Both paths require a significant investment of resources.

Facebook’s “Thinking in React” tutorial highlights the paradigm shift and the enormous initial effort required. It’s not uncommon to hear programmers say “my brain hurts” when learning to think in React.

For anyone who’s taken Stats in university, they’ll understand that the burden with Machine Learning is high. There are machine learning algorithms, Python data science, tensorflow and a litany of other tools, techniques and training programs to learn. Case in point: Amazon launched its AI service just today.

A Google Trends comparison of React (red) versus Machine Learning (blue) suggests more people are choosing to learn React over Machine Learning:

React (red) vs Machine Learning (blue) Google Trends

Is this trend warranted?

Don’t get me wrong, React is incredible. But in choosing it over Machine Learning are non-tech companies making the right choice? What are the opportunity costs of choosing React over Machine Learning?

It’s interesting to see what parts of the world are trending in the opposite direction.

Image for post
Image for post
Massachusetts — no doubt the universities and incubators
Image for post
Image for post
Waterloo, Canada — same reason probably
Image for post
Image for post
India, Pakistan, Egypt and Iran

India, Pakistan, Egypt and Iran are choosing Machine Learning over React? That’s curious.

Conversely, Russia shows virtually no trending for Machine Learning. Maybe it’s a translation issue? That’s curious, too. Especially considering Russian hacking of the US election.

Surprisingly, Silicon Valley and all of California solidly favour React, as well. You’d think the West Coast would have pockets of blue like Massachusetts and Waterloo given the caliber of universities and concentration of AI talent.

It’s not clear what these trends indicate: possibly that the majority of non-tech companies are making the same popular mistake; or possibly that Machine Learning is more difficult to learn and so less people are climbing this mountain.

Alternatively, if tech-centered universities — or countries on the periphery, where disruptive innovation tends to arise — are good predictors of future value then perhaps the trend towards React isn’t warranted.

What we do know is that major software companies are rapidly acquiring people and products related to AI. The motley crew of Facebook, Amazon, Google, IBM and Microsoft have joined forces — in spite of their intense competition with each other — to create the Partnership on AI. Even non-tech companies are hoarding AI talent.

Last month at the Dreamforce conference— with its whopping 170,000 delegates — Salesforce pushed their new AI product, dubbed Einstein. In addition to the spate of AI companies Salesforce has recently acquired, the cost of the naming rights alone suggests the importance of AI on their roadmap.

The futurist Kevin Kelly spoke at Dreamforce (23:03 minute mark here) about the first industrial revolution and how it resulted from taking ideas, adding artificial energy and 10,000 companies were born. Kelly continued: we’re now in the first inning of the second industrial revolution where ideas coupled with artificial intelligence will result in an even larger explosion of new companies.

For those of you old enough to have missed out on the dotcom boom, the AI revolution is an even bigger opportunity — and a second chance.

From this vantage, React seems incremental while Machine Learning is Google’s 10x thinking. The former improves; the latter disrupts.

To forego Machine Learning is likely the greater long-term risk. So do non-tech companies have the intestinal fortitude to embrace Machine Learning and buck the trend? Or is there some way to have our cake and eat it too?

HackerNoon.com

#BlackLivesMatter

Sign up for Get Better Tech Emails via HackerNoon.com

By HackerNoon.com

how hackers start their afternoons. the real shit is on hackernoon.com. Take a look

By signing up, you will create a Medium account if you don’t already have one. Review our Privacy Policy for more information about our privacy practices.

Check your inbox
Medium sent you an email at to complete your subscription.

Omri Tintpulver

Written by

Chief Digital Officer @Zoomer, Co-Founder @meshMD @DarwinDevs, #media #disruption #predictive #ai #foodie #golf #shakespeare #humanist

HackerNoon.com

Elijah McClain, George Floyd, Eric Garner, Breonna Taylor, Ahmaud Arbery, Michael Brown, Oscar Grant, Atatiana Jefferson, Tamir Rice, Bettie Jones, Botham Jean

Omri Tintpulver

Written by

Chief Digital Officer @Zoomer, Co-Founder @meshMD @DarwinDevs, #media #disruption #predictive #ai #foodie #golf #shakespeare #humanist

HackerNoon.com

Elijah McClain, George Floyd, Eric Garner, Breonna Taylor, Ahmaud Arbery, Michael Brown, Oscar Grant, Atatiana Jefferson, Tamir Rice, Bettie Jones, Botham Jean

Medium is an open platform where 170 million readers come to find insightful and dynamic thinking. Here, expert and undiscovered voices alike dive into the heart of any topic and bring new ideas to the surface. Learn more

Follow the writers, publications, and topics that matter to you, and you’ll see them on your homepage and in your inbox. Explore

If you have a story to tell, knowledge to share, or a perspective to offer — welcome home. It’s easy and free to post your thinking on any topic. Write on Medium

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store