Spammers Ruin Yet Another Cool Thing

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This is sort of fascinating. Google has decided to withdraw its language translation tools from public use (though the Google Translate site itself will stay around), and the reason, as with so many things internet-related, is that it’s a victim of its own success. Google’s translation engine improves over time by comparing side-by-side samples of translated text that get scooped up by its search robots, but this continuing improvement depends on the translations themselves being high quality. So what happens when spammers and link farmers flood the internet with text translated by Google’s own tools? Kirti Vashee of eMpTy Pages explains:

The higher the quality of input to this training process, the higher quality the resulting engine can translate. So the increasing amount of “polluted drinking water” is becoming more statistically relevant. Over time, instead of improving each time more machine learning data is added, the opposite can occur….This results in potentially lower quality translations over time, rather than improvements.

….What Google did not anticipate was extent of abuse of the Google Translate API in a manner prohibited by its Terms of Use. This has resulted in such a significant mass of poorly translated content that the impact on Google’s core search business is notable and poses a significant threat to the quality of Google’s search results and the quality of its future translation initiatives. Given how important search and translation are to Google’s current and future business, this is most likely the “Substantial Economic Burden” and “abuse” that Google refers to in its shutdown announcement. With this realization, it makes sense that Google is taking action to rectify the problem.

This comes via James Fallows, who says, “This is the computer-world equivalent of sloppy overuse of antibiotics creating new strains of drug-resistant bacteria.” It just goes to show, once again, that there’s hardly anything that spammers and other internet leeches can’t ruin.

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SIX TRUTHS

Reclaiming power from those who abuse it often starts with telling the truth. And in "This Is How Authoritarians Get Defeated," MoJo's Monika Bauerlein unpacks six truths to remember during the homestretch of an election where democracy, truth, and decency are on the line.

Truth #1: The chaos is the point.

Truth #2: Team Reality is bigger than it seems.

Truth #3: Facebook owns this.

Truth #4: When we go to work, we're in the fight.

Truth #5: It's about minority rule.

Truth #6: The only thing that can save us is…us.

Please take a moment to see how all these truths add up, because what happens in the weeks and months ahead will reverberate for at least a generation and we better be prepared.

And if you think journalism like Mother Jones'—that calls it like it is, that will never acquiesce to power, that looks where others don't—can help guide us through this historic, high-stakes moment, and you're able to right now, please help us reach our $350,000 goal by October 31 with a donation today. It's all hands on deck for democracy.

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