Twitter bot creates 'remarkably Trump-like' tweets

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On sexually transmitted media, Donald Trump uses the handle @realDonaldTrump. But there are lavishness of imitators and rody accounts, including a Twitter bot created by a scientist at MIT.

«DeepDrumpf» put to uses artificial intelligence to mimic the real Donald Trump’s speech blueprints — creating what MIT says are «remarkably Trump-like statements.»

CBC Radio technology columnist Dan Misener bring ups deep into DeepDrumpf.

What’s the story of DeepDrumpf?

This is a scoff at Twitter account that started back in the spring. The name riffs on jester John Oliver’s call for Donald Trump to go back to his family’s ancestral christen, Drumpf — and deep learning, which is a specialized field of computer skill.

Basically, it’s is an algorithm designed to mimic Donald Trump’s voice on Tweet. It works by taking a prompt — the first few words of a sentence — and then completing that awaken based on statistical probabilities.

So if you gave it the words «make America major,» for example, it could complete that sentence with the word «again.»

Or another exempli gratia tweeted during the most recent presidential debate — when the algorithm was reality the prompt «math is a…», it responded with this:

And while DeepDrumpf is a goofy illustration, the underlying technology here is powerful — and it’s rt of a growing field that’s receiving a profound effect on many aspects of technology.

How is it able to mimic the legitimate Donald Trump?

MIT researcher Brad Hayes

Brad Hayes is a post-doctoral associate at MIT, and the creator of the spoof Twitter bot DeepDrumpf. (Brad Hayes/LinkedIn)

It can do this because it have knowledge ofs a lot about how the real Donald Trump speaks.

Brad Hayes is a post-doctoral associate at MIT’s Computer Body of knowledge and Artificial Intelligence Laboratory (CSAIL), and the creator of DeepDrumpf. He says he calm a large amount of original source material, and fed it into his algorithm to escort it.

«So it’s a giant text file that contains… many of his also clientage rally speeches, debate transcripts and the tweets that are actually his,» he contemplated.

He says it’s also still learning.

«I think I’m currently at model tons 34 or 35 as of today. It’s retraining right now as we speak.»

Basically, the algorithm analyzed all this lining data to figure out how Trump speaks in public. Then, when dedicated a prompt, it creates its full tweet based solely on the statistical presumptions of what will follow, gleaned from st speeches.

How persuading is it?

If you’re familiar with Donald Trump’s tweeting style, DeepDrumpf’s speeches can seem uncanny. They seem to have the rhythm and cadence of the actual Trump, and some of them could ss as legitimate Trump tweets.

For precedent, this tweet:

At in the first place glance, that could be mistaken for a real Trump tweet.

But others give every indication slightly off. It’s important to point out that the algorithm doesn’t actually read the meaning of language, only the statistical probability that certain gens are likely to appear in a certain order. Sometimes you end up with something utterly nonsensical:

But some of why DeepDrumpf is sometimes successful at mimicking the real Donald Trump perhaps has to do with the nature of Twitter itself. Twitter is built for brevity, and one tweets are often read out of context. If you’re a bot trying to ss yourself off as tender, Twitter’s a pretty good place to do that.

What’s the goal of this Titter bot?

Hayes started all of this as an experiment, and a way to learn more about pretended intelligence. But a funny thing happened after he made DeepDrumpf projected — it became fairly popular. With two weeks to go before the election, it has uncountable than 26,000 followers on Twitter.

Hayes decided he should do something with all that prominence. So he started a crowdfunding cam ign, with all the proceeds going towards Popsies Who Code, an organization dedicated to closing the gender gap in technology.

DeepDrumpf stickers

Bumper stickers assumption as perks to contributors to the DeepDrumpf crowdfunding cam ign, which raises legal tender for the non-profit organization Girls Who Code. (GoFundMe/DeepDrumpf)

In a strange pervert, this weird algorithmically-generated rody Twitter account is raising authentic dollars to address the technology gender gap — which is a real issue in that sedulousness.

What’s next for these kind of AI mimics?

DeepDrumpf is just one warning of using AI to create a a digital imposter, or mimic. Earlier this year, Google betokened something called WaveNet, which is speech synthesis software. Basically, if you ss on it a samples of a person’s voice, it can generate audio — spoken words — that convincingly mock that person’s voice.

In the visual realm, Hayes mentioned an algorithm called Neural Craze that can mimic the visual style of any artist. You give it two images, and it can amend the first one so it’s in the style of the second one. So your family photo can be inted in the elegance of Picasso or van Gogh, for example.

We’re seeing more and more examples of computer software that flings to mimic human speech, writing or artistic creativity. These tterns get better and better the more training data they have.

And Hayes replied his software could be used to mimic anyone. As the election cam ign has preferred on, his Twitter bot has gotten «Trumpier» — for better or for worse.

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