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Welcome to TikTok’s endless cycle of censorship and mistakes

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Welcome to TikTok’s endless cycle of censorship and mistakes


It’s not necessarily a surprise that these videos make news. People make their videos because they work. Getting views has been one of the more effective strategies to push a big platform to fix something for years. Tiktok, Twitter, and Facebook have made it easier for users to report abuse and rule violations by other users. But when these companies appear to be breaking their own policies, people often find that the best route forward is simply to try to post about it on the platform itself, in the hope of going viral and getting attention that leads to some kind of resolution. Tyler’s two videos on the Marketplace bios, for example, each have more than 1 million views. 

“Content’s getting flagged because they are someone from a marginalized group who is talking about their experiences with racism. Hate speech and talking about hate speech can look very similar to an algorithm.”

Casey Fiesler, University of Colorado, Boulder

“I probably get tagged in something about once a week,” says Casey Fiesler, an assistant professor at the University of Colorado, Boulder, who studies technology ethics and online communities. She’s active on TikTok, with more than 50,000 followers, but while not everything she sees feels like a legitimate concern she says the app’s regular parade of issues is real. TikTok has had several such errors over the past few months, all of which have disproportionately impacted marginalized groups on the platform. 

MIT Technology Review has asked TikTok about each of these recent examples, and the responses are similar: after investigating, TikTok finds that the issue was created in error, emphasizes that the blocked content in question is not in violation of their policies, and links to support the company gives such groups.

The question is whether that cycle—some technical or policy error, a viral response and apology—can be changed. 

Solving issues before they arise

“There are two kinds of harms of this probably algorithmic content moderation that people are observing,” Fiesler says. “One is false negatives. People are like, ‘why is there so much hate speech on this platform and why isn’t it being taken down?’” 

The other is a false positive. “Their content’s getting flagged because they are someone from a marginalized group who is talking about their experiences with racism,” she says. “Hate speech and talking about hate speech can look very similar to an algorithm.”  

Both of these categories, she noted, harm the same people: those who are disproportionately targeted for abuse end up being algorithmically censored for speaking out about it. 

TikTok’s mysterious recommendation algorithms are part of its success—but its unclear and constantly changing boundaries are already having a chilling effect on some users. Fiesler notes that many TikTok creators self-censor words on the platform in order to avoid triggering a review. And although she’s not sure exactly how much this tactic is accomplishing, Fielser has also started doing it, herself, just in case. Account bans, algorithmic mysteries, and bizarre moderation decisions are a constant part of the conversation on the app.   

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Inside the conference where researchers are solving the clean-energy puzzle

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Inside the conference where researchers are solving the clean-energy puzzle


The Advanced Research Projects Agency for Energy (ARPA-E) funds high-risk, high-reward energy research projects, and each year the agency hosts a summit where funding recipients and other researchers and companies in energy can gather to talk about what’s new in the field.

As I listened to presentations, met with researchers, and—especially—wandered around the showcase, I often had a vague feeling of whiplash. Standing at one booth trying to wrap my head around how we might measure carbon stored by plants, I would look over and see another group focused on making nuclear fusion a more practical way to power the world. 

There are plenty of tried-and-true solutions that can begin to address climate change right now: wind and solar power are being deployed at massive scales, electric vehicles are coming to the mainstream, and new technologies are helping companies make even fossil-fuel production less polluting. But as we knock out the easy wins, we’ll also need to get creative to tackle harder-to-solve sectors and reach net-zero emissions. Here are a few intriguing projects from the ARPA-E showcase that caught my eye.

Vaporized rocks

“I heard you have rocks here!” I exclaimed as I approached the Quaise Energy station. 

Quaise’s booth featured a screen flashing through some fast facts and demonstration videos. And sure enough, laid out on the table were two slabs of rock. They looked a bit worse for wear, each sporting a hole about the size of a quarter in the middle, singed around the edges. 

These rocks earned their scorch marks in service of a big goal: making geothermal power possible anywhere. Today, the high temperatures needed to generate electricity using heat from the Earth are only accessible close to the surface in certain places on the planet, like Iceland or the western US. 

Geothermal power could in theory be deployed anywhere, if we could drill deep enough. Getting there won’t be easy, though, and could require drilling 20 kilometers (12 miles) beneath the surface. That’s deeper than any oil and gas drilling done today. 

Rather than grinding through layers of granite with conventional drilling technology, Quaise plans to get through the more obstinate parts of the Earth’s crust by using high-powered millimeter waves to vaporize rock. (It’s sort of like lasers, but not quite.)

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The emergent industrial metaverse

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The emergent industrial metaverse


Annika Hauptvogel, head of technology and innovation management at Siemens, describes the industrial metaverse as “immersive, making users feel as if they’re in a real environment; collaborative in real time; open enough for different applications to seamlessly interact; and trusted by the individuals and businesses that participate”—far more than simply a digital world. 

The industrial metaverse will revolutionize the way work is done, but it will also unlock significant new value for business and societies. By allowing businesses to model, prototype, and test dozens, hundreds, or millions of design iterations in real time and in an immersive, physics-based environment before committing physical and human resources to a project, industrial metaverse tools will usher in a new era of solving real-world problems digitally. 

“The real world is very messy, noisy, and sometimes hard to really understand,” says Danny Lange, senior vice president of artificial intelligence at Unity Technologies, a leading platform for creating and growing real-time 3-D content. “The idea of the industrial metaverse is to create a cleaner connection between the real world and the virtual world, because the virtual world is so much easier and cheaper to work with.” 

While real-life applications of the consumer metaverse are still developing, industrial metaverse use cases are purpose-driven, well aligned with real-world problems and business imperatives. The resource efficiencies enabled by industrial metaverse solutions may increase business competitiveness while also continually driving progress toward the sustainability, resilience, decarbonization, and dematerialization goals that are essential to human flourishing. 

This report explores what it will take to create the industrial metaverse, its potential impacts on business and society, the challenges ahead, and innovative use cases that will shape the future. Its key findings are as follows: 

• The industrial metaverse will bring together the digital and real worlds. It will enable a constant exchange of information, data, and decisions and empower industries to solve extraordinarily complex real-world problems digitally, changing how organizations operate and unlocking significant societal benefits. 

• The digital twin is a core metaverse building block. These virtual models simulate real-world objects in detail. The next generation of digital twins will be photorealistic, physics-based, AI-enabled, and linked in metaverse ecosystems. 

• The industrial metaverse will transform every industry. Currently existing digital twins illustrate the power and potential of the industrial metaverse to revolutionize design and engineering, testing, operations, and training. 

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The Download: China’s retro AI photos, and experts’ AI fears

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The Download: China’s retro AI photos, and experts’ AI fears


Across social media, a number of creators are generating nostalgic photographs of China with the help of AI. Even though these images get some details wrong, they are realistic enough to trick and impress many of their followers.

The pictures look sophisticated in terms of definition, sharpness, saturation, and color tone. Their realism is partly down to a recent major update of image-making artificial-intelligence program Midjourney that was released in mid-March, which is better not only at generating human hands but also at simulating various photography styles. 

It’s still relatively easy, even for untrained eyes, to tell that the photos are generated by an AI. But for some creators, their experiments are more about trying to recall a specific era in time than trying to trick their audience. Read the full story.

—Zeyi Yang

Zeyi’s story is from China Report, his weekly newsletter giving you the inside track on tech in China. Sign up to receive it in your inbox every Tuesday.

Read more of our reporting on AI-generated images:

+ These new tools let you see for yourself how biased AI image models are. Bias and stereotyping are still huge problems for systems like DALL-E 2 and Stable Diffusion, despite companies’ attempts to fix it. Read the full story.

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