Save 30% on Mind Tools membership plans
Get unlimited access to all our career-boosting resources. Black Friday offer ends 1 December!
Join Mind Tools
MAIN MENU
December 26, 2019

The Promise in Everyday Chaos: Our Expert Interview With David Weinberger

Rachel Salaman

,

Chaos is not usually a positive state to be in. But, for author and technology guru David Weinberger, today's unpredictable world provides new and exciting opportunities.

His new book, "Everyday Chaos: Technology, Complexity, and How We're Thriving in a New World of Possibility," aims to dispel our fears about the future in the Internet Age, and offers some practical advice on how to thrive, too.

Weinberger has been watching technological change for more than two decades. In 1999, he co-authored the "Cluetrain Manifesto," a treatise on the transformative power of the internet.

Machine Learning

There's no doubt that the exponential growth of technology in our daily lives has been a mixed blessing. Weinberger is the first to admit that it has left many problems in its wake. Machine learning is a good example.

The Merriam-Webster dictionary defines machine learning as, "The process by which a computer is able to improve its own performance by continuously incorporating new data into an existing statistical model."

This innovation has so much promise, but it needs to be handled with great care and attention. The data that feeds machine learning is not always neutral, and this can have unpleasant consequences.

In our interview, Weinberger uses the example of recruitment.

"If you feed in employment information – because you're trying to train a machine-learning system to be able to sort through job applications, to pick out who should be interviewed by a human – it's very likely that that machine-learning system is going to "learn" that being a woman does not correlate very well with being a senior manager. Because that's the historic bias that the data represents," he explains.

"It can be very hard to notice that bias, and find all the factors that might reflect that bias in the data, to get rid of that bias. So machine learning represents a genuine danger of not only reproducing, but actually amplifying, existing biases. That's a real issue, for sure."

Mitigating Machine Bias

But this doesn't mean that we should give up on the immense potential of machine learning. The key is for humans to realize that they are in control of technology, not the other way around.

"For example, it's common now… to make sure that a diverse and representative set of people are involved in every phase of the development of the machine-learning system, including thinking through the data that's being collected and where there might be reflections of hidden bias, but also in the sort of outcomes that are desired," Weinberger says.

"The human side of this needs to thoroughly surround the design, development and deployment of machine-learning systems."

Interoperability

This idea is reflected in another theme in his book, "interoperability" – or working together across platforms – which he calls, "the very heart of the internet itself."

When companies share ideas and capabilities, and individuals weigh in too, everyone can benefit. That's the true glory of our connected world, Weinberger believes.

"Rather than thinking that you are always in a zero-sum game (in which it's either you or your competitors), when it makes sense – it doesn't always, but when it does – engage with your competitors in order to make more things possible," he suggests.

Likewise, "Rather than thinking about your customers as consumers of your product, [try] recognizing that they are full partners in the success of your product, listening to them, enabling them to add value to your product by adding features, transforming the way it works."

Interoperability gives us the opportunity to work together, for the better.

Constructive Chaos

In short, Weinberger believes that the chaos of our age should not make us despair and back away. We should view the huge, unpredictable changes taking place "as an opportunity to make more possibility."

We just need to stay open and alert in order to reap the rewards.

Listen to Our Interview With David Weinberger.

Discover fascinating insights from some of the world's leading business figures with our monthly Expert Interviews.

Mind Tools Premium and Corporate members can listen to the full 30-minute interview with David Weinberger in the Mind Tools Club.

If you're not a Mind Tools member, you can join the Mind Tools Club and gain access to our 2,400+ resources, including 200+ Expert Interviews.

Do you see technology as a force for good or ill? Join the discussion below!

Share this post:

Leave a Reply

Your email address will not be published.

Stay in the know

By registering for a free account, you'll receive great benefits, our weekly newsletter being one of them. Our newsletter keeps you up to date on our new resources, videos, articles, and more.
Subscribe
Our members’ confidentiality is important to us. For more information, check out our Privacy Policy.

Stay in the know

By registering for a free account, you'll receive great benefits, our weekly newsletter being one of them. Our newsletter keeps you up to date on our new resources, videos, articles, and more.
Subscribe

Save 30% on Mind Tools membership plans

Get unlimited access to all our career-boosting resources. Black Friday offer ends 1 December!
Join Mind Tools

You may also like...

November 24, 2022

"Become an Observer Every Day!" Lorraine Marchand on Innovation

"Get yourself a notebook. Every day, write down three problems that you observe.  This can be the place where you drive and foment your own change."

, , ,

September 29, 2022

"Don't Call Me Senior!" Susan Wilner Golden on Age, Work and Product Design

"Stop thinking of all older adults as just one type of person. It's more important to think about what stage of life they're in."

, , , ,

August 25, 2022

My Expert Interview About Risk, With Angie Morgan

Love it or hate it, risk is unavoidable, but Rachel Salaman hears how we can harness its power responsibly and successfully

,

© Emerald Works Limited 2022. All rights reserved. "Mind Tools" is a registered trademark of Emerald Works Limited.

linkedin facebook pinterest youtube rss twitter instagram facebook-blank rss-blank linkedin-blank pinterest youtube twitter instagram