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Google Is Using AI to Mess With Headlines (Again)

This news follows the AI-generated headlines previously seen in Google Discover.
Jake Peterson
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Key Takeaways
  1. Google is now experimenting with AI-generated headlines in Google Search, changing the headlines that outlets originally published.
  2. It follows a similar experiment with Google Discover, which is now a feature.
  3. Google says that if this experiment rolls out into a feature, it won't use generative AI to adjust headlines.

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Back in December, news outlets spotted Google messing with headlines on articles that appeared in Discover. As it happens, this was Google experimenting with AI-generated headlines; rather than show readers the headlines the outlets wrote themselves, Google's AI would take it upon itself to rewrite them. Why? According to Google, it was a "small UI experiment for a subset of Discover users" that "changes the placement of existing headlines to make topic details easier to digest." While those of us that actually write headlines would argue such an experiment isn't really necessary, Google apparently disagrees, as the experiment is now a feature.

Articles in Google Search may be impacted by AI

The thing is, Google isn't content with keeping AI-generated headlines exclusive to Discover. As spotted by The Verge, the company is now expanding its AI rewrites to Google Search as well. That means if you click an article on a Google Search page, it might have had a headline that the publication had no input on. Of course, when you click through to the actual article, you'll see the real headline. Once again, Google says this is an experiment—a "small" and "narrow" one at that, and that, in its current state, the feature isn't ready for a full rollout. But The Verge says it has spotted multiple examples of Google taking its articles and changing the headlines for Search.

For example, the AI turned the headline "I used the 'cheat on everything' AI tool and it didn't help me cheat on anything" into "'Cheat on everything' AI tool." Sure, the article is about the "Chat on everything" tool, but the AI version leaves out some serious context: The Verge isn't just spotlighting this tool, or, worse yet, endorsing it; it's heavily criticizing it—something the original headline was designed to advertise to readers. In another example, “You can’t replace the battery in Lego’s Smart Bricks — and many of its sensors aren’t active yet" was changed to "You can't replace the battery in Lego's Smart Bricks." At least this one doesn't reframe the story, but it does leave out part of the story entirely. Finally, there's “I met Olaf — the Frozen robot who might be the future of Disney Parks," which Google's AI awkwardly truncated to "the Frozen robot who might be the future of Disney Parks." Yes, the "the" is lowercase in Search, for some reason.

Why is Google doing this?

The Verge acknowledges that Google has changed far fewer headlines in Search than it has in Discover, which means the chances are much lower that you'll encounter an AI headline in a Google Search than scrolling through the Discover feed. But if the feature's journey in Discover is any indication, Google will only ramp up AI-generated headlines in Search in the near future.

What do you think so far?

Google told The Verge that the goal is to “identify content on a page that would be a useful and relevant title to a users’ query," and apply “better matching titles to users’ queries and facilitating engagement with web content." This experiment is apparently not specific to news articles, and that, if Google were to launch such a feature, it wouldn't use generative AI to rewrite the headlines. So, why use generative AI to rewrite the headlines in the experiment? To that point, The Verge says that sometimes, Google's AI uses its headline, but the wrong version. Outlets like The Verge will sometimes produce two versions of a headline: one for the website, and one that appears on Search. Google's AI will reportedly swap the headlines, choosing the site headline for Search when The Verge wrote an entire headline designed for Search.

Google Search belongs to Google, of course, and we're all at the company's mercy when it comes to what appears in those results. But it seems a bit beyond the pale to change a website's headline when ranking it in Search, whether that be cutting off half the angle, or changing the angle entirely. If readers click through thinking they're getting one thing, and find another, who's that good for? I guess Google thinks it's good for them, but, like many of the changes the company has made in recent years, it isn't really good for anyone else.

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Senior Technology Editor

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Google Is Testing AI-Generated Headlines, and It's Not Going Well

That shocking Google Discover headline might not be accurate.
Michelle Ehrhardt
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Key Takeaways
  1. Google is testing AI headlines in Google Discover.
  2. There doesn't seem to be a way to opt out of seeing AI headlines in Google Discover.
  3. AI headlines in Google Discover have a few key tells that set them apart from real headlines.

Table of Contents


Take a look at the top of this article. See that headline? If it looks different than what you clicked on to get to this page, congratulations: Google might have chosen you to participate in its latest AI experiment: rewriting news headlines for some users in Google Discover.

Evidence of the new effort was first spotted by The Verge, as it seems writer Sean Hollister was affected by the update. Here's what's going on: When you swipe right on your Pixel or Galaxy home screen (or scroll down in the Google app on iPhone, or open up a new Chrome browser window with Google as your homepage), there's now a chance the article previews you'll see from Google Discover were actually generated by AI, rather than mirroring the headlines and/or descriptions handwritten by those articles' actual authors and editors.

Sometimes, these AI headlines are just clunky or vague—one AI headline introduced another Verge story about specific AI initiatives within Microsoft as "Microsoft developers using AI," which doesn't tell you much, especially in the current tech landscape.

You can't trust AI headlines

But more dangerously, these headlines can also get the facts of the story wrong. In Hollister's case, his Google Discover fed him a headline saying "Steam Machine price revealed," whereas the original article from Ars Technica simply said "Valve's Steam Machine looks like a console, but don't expect it to be priced like one." Clicking through leads to an article with quotes from a Valve designer hinting that the upcoming PC/home console hybrid won't have a subsidized price like most home consoles, which is not at all the same thing as an official price reveal.

Another headline Hollister saw said "Qi2 slows older Pixels," which implies using a Qi2 charger on your phone could hurt its performance. The original article simply said that older pixels won't be able to use the full extent of a Qi2 charger's fast-charging.

Granted, mistakes with consumer tech headlines will probably only cause some momentary disappointment or confusion, or maybe a missed opportunity to buy the best charger for your phone. But imagine that misinformation applied to a story about something more serious, like the Luigi Mangione case. Considering previous attempts other companies have made to summarize the news with AI, it's hardly unlikely.

Perhaps worst of all, it also seems these AI headlines can throw shade when it wasn't intended, introducing a risk of libel. Recently, PCGamer wrote a cheeky story about Baldur's Gate 3, covering gamers who discovered that they can use the Polymorph and Dominate Beast spells to recruit child NPCs to their cause who, thanks to real-world German laws, can't die. You can imagine how that would be useful in a game, and hey, it's all fiction, right? Unfortunately, Google's AI headline chose to change PCGamer's original "Child labor is unbeatable" into "BG3 players exploit children." Yikes.

What's going on with these Google AI headlines?

Both Hollister and I reached out to Google for comment, and were given the same response: The new headlines are part of a "small UI experiment for a subset of Discover users," and follow up on similar AI previews introduced into Google Discover in October. Those previews featured short AI summaries of articles that users could expand to see more information (and even an AI headline), but didn't outright replace existing, author-written headlines.

The new experiment "changes the placement of existing headlines to make topic details easier to digest," which seems to be code for the AI headlines now being placed up-top, where you would expect the real headlines to be. I'm personally not part of the UI experiment, but Hollister reported he wasn't able to see the actual headlines until he clicked through to the real articles.

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What do you think so far?

How to tell if that Google Discover headline was written by AI

Obviously, there's a number of problems with this test. The AI headlines could misreport the news, as they already have in Hollister's case, or make false accusations. And unfortunately, since they're right where actual headlines have been shown in the past, it's totally understandable for a reader to think they were approved by the articles' authors or editors. If a Discover headline looks fishy to you, there are three ways to identify whether it was written by AI.

  • Google's AI is obsessed with making headlines shorter. All of the AI headlines Hollister saw were four words or less, and while we like to be concise here at Lifehacker too, I can say from experience that actual journalists and editors usually write headlines that are a bit longer than that.

  • None of Google's AI headlines seem to capitalize anything but the first word. That's a stark difference from most websites' style guides. At Lifehacker, for instance, we use A.P. style, which capitalizes most words expect for articles like "the."

  • You can tap "See more" under the Discover preview and check for a tag saying that it was "Generated with AI, which can make mistakes." Articles using actual headlines won't even have a "See more" button.

Unfortunately, there does not seem to be a way to opt out of these AI headlines, as Google did not provide me with one when I asked, instead simply reiterating that this is a "small UI experiment." That means not everyone is seeing these for now., at least

As someone who made frequent use of Google Discover back before I moved to an iPhone, that's still a major bummer. In the past, it's been a convenient way to catch up on stories that were relevant to me without having to scroll social media or check multiple homepages, but I can imagine that having to scrutinize every headline to know whether or not it's real will make things a lot rougher.

It's also not great for journalists, who both rely on Google Discover for traffic, and could take the brunt of user ire about inaccurate headlines from readers who don't realize a machine created them. As it is, I think the latter is the more likely outcome. But even if Google eventually works out the kinks with AI headlines, they could still hurt web traffic, potentially removing the incentive to click that is part of all good headline writing. Google will continue to use outside content to keep people on its platform, but the people behind that content will get fewer eyes on it.

(Of course, as always, if you want to get the most accurate idea of what an article says, it's best to read it thoroughly before forming an opinion.)

Michelle Ehrhardt
Associate Tech Editor

Covering phones, computers, smartwatches, and more.

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