Big Technology

Outputs vs. the Machine

We must change the conversation about the tech giants’ problems if we want solutions

Alex Kantrowitz
OneZero
Published in
6 min readAug 6, 2020

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Digital generated image of cityscape data.
Photo: Andriy Onufriyenko/Getty Images

When a Facebook video of doctors sharing bad coronavirus information reached 20 million people last week, you could almost predict the reaction. The company’s critics seemed shocked, pointing out it had made little progress since a similar video — Plandemic — went viral in May. They put forth the standard demand for better content moderation. But by then it was too late.

The cycle where a tech company messes up, critics point it out, and then it happens again, has repeated itself for years. To end this frustrating dance, we need a new way of discussing these companies’ problems. We should focus on the systems causing them, not simply the fact that they happened. It’s more difficult. But without a conversation about the fundamental structures underneath the surface, we’ll see the same bad things repeating.

When considering the tech giants’ problems, it’s useful to split them into two components (I’m cribbing a bit from a post I wrote last year): Outputs and The Machine.

Outputs are the bad things the tech platforms spit out: things like viral misinformation, violent images, and outrage.

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OneZero
OneZero

Published in OneZero

OneZero is a former publication from Medium about the impact of technology on people and the future. Currently inactive and not taking submissions.

Alex Kantrowitz
Alex Kantrowitz

Written by Alex Kantrowitz

Veteran journalist covering Big Tech and society. Subscribe to my newsletter here: https://bigtechnology.com.