Monday, June 14, 2021

Inside the fight to reclaim AI from Big Tech’s control

MIT Technology Review
The Download
Your daily dose of what's up in emerging technology
An AI power struggle
06.13.21
Good morning! Today: the researchers fighting to wrestle AI development back from Big Tech's control, and anti-vaxxers are weaponizing online reviews to punish bars that ask for vaccine proof. Get your friends to sign up here to get The Download every day.

Inside the fight to reclaim AI from Big Tech’s control 
 

Timnit Gebru never thought a scientific paper would cause her so much trouble. 

Gebru wanted to identify the risks posed by large language models, one of the most stunning recent breakthroughs in AI research. The models are algorithms trained on staggering amounts of text. Under the right conditions, they can compose what look like convincing passages of prose.

Gebru worried about how fast the technology was being deployed. In the paper she wound up writing with six others, she detailed the possible dangers. The models were enormously costly to create—both environmentally and financially; they were often trained on the toxic and abusive language of the internet; and they’d come to dominate research in language AI, elbowing out promising alternatives. 

That November, Gebru submitted the paper to a conference. Soon after, Google executives asked her to retract it, and when she refused, they fired her. Two months later, they also fired her coauthor Margaret Mitchell, the other leader of the ethical AI team.

The dismantling of that team sparked one of the largest controversies within the AI world in recent memory. Defenders of Google argued that the company has the right to supervise its own researchers. But for many others, it solidified fears about the degree of control that tech giants now have over the field.

It’s this situation that Gebru and a growing movement of like-minded scholars want to change. Over the last five years, they’ve sought to shift the field’s priorities away from simply enriching tech companies, by expanding who gets to participate in developing the technology. Their goal is not only to mitigate the harms caused by existing systems but to create a new, more equitable and democratic AI. Read the full story.

—Karen Hao

To read this full story, taken from our upcoming print magazine, you'll need to subscribe. Plans start at just $50 a year—which is honestly a steal for what you get in return.


Anti-vaxxers are weaponizing Yelp to punish bars that require vaccine proof

A targeted attack: On the first hot weekend of the summer, Richard Knapp put up a sign outside Mother’s Ruin, a bar tucked in Manhattan’s SoHo neighborhood. It had two arrows: one pointing vaccinated people indoors, another pointing unvaccinated people outdoors. An Instagram post showing the sign quickly went viral among European anti-vaxxers on Reddit. Soon, his bar started receiving multiple one-star reviews on Yelp and Google Reviews.

A regrettable trend: Spamming review portals with negative ratings is not a new phenomenon. Throughout the pandemic, the tactic has also been deployed to attack bars and restaurants that enforced mask-wearing for safety. These spam one-star reviews can be extremely damaging, pushing businesses out of the first page of search results, and knocking them out of “top 10” lists.

What can be done to tackle it: Yelp doesn’t tell anyone how it deals with spam, although it probably uses keywords to root out possible spammers, alongside a team of human moderators. Google, which is arguably more influential, is even more tight-lipped about its review operations. Read the full story.

—Tanya Basu

We can still have nice things

A place for comfort, fun and distraction in these weird times. (Got any ideas? Drop me a line or tweet 'em at me.)

  + Thank you Paul for reminding me of the sheer genius of ventriloquist Nina Conti.
  + This incredibly good golden retriever retrieved a woodchuck.
  + There's some wonderfully passive aggressive action going on on this notice board.
  + A good use for instant potatoes: gnocchi
  + Get your fill of rail travel around the US this summer for just $299.
  + Really love the work of this California-based photographer, Ryan Ditch. 
  + This looks like an extremely fun way to get down a mountain.
  + Photographer Harmeet Singh captures scenes from India, in all its varied glory.
  + A simply nonsensical fish and chips menu.
  + RIP Gottfried Böhm, German architect and one of the great Brutalists
  + If anyone wants to send me one of these strawberry desserts please, don't let me hold you back. (NYT $)

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The must-reads

I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology.

1 The technologists trying to make covid risk reduction more of a science
Trouble is, vaccinations are changing the calculus. (IEEE Spectrum)
  + The symptoms associated with the Delta variant seem to be different. (BBC)
  + Just how bad could the variants get? (BBC)
  + Most vaccine skeptics in the UK ended up getting vaccinated. (The Guardian)
  + Testing in the US is falling, and that's going to make it harder to manage outbreaks. (NYT $) 

2 Covid-19 outbreaks in Asia could exacerbate the global chip shortage
Yet another reason to keep pushing to vaccinate the world, ASAP. (WSJ $)
 
3 Insurance companies are still paying out for ransomware attacks
If you’re waiting for them to break the cycle, don’t hold your breath. (Wired $)
 
4 Watch out for these lab leak traps
Semantic quibbles make it hard to focus on what’s really at stake. (The Atlantic $)
 
5 Are flying cars ever going to be more than toys for the ultra-rich?
Not for a very long time, if ever, I suspect. (NYT $)
  + Someone paid $28 million to join Jeff Bezos and his brother in space. (NBC

6 On-demand grocery deliveries are starting to take off in the UK
Good news for lazy consumers. Bad news for small shopkeepers. (The Guardian)
 
7 El Salvador's big bet on bitcoin probably won't pan out
It's wildly unsuitable to be used as a currency these days, thanks to constant price swings. (The Conversation)
  + A currency shouldn't be able to fluctuate constantly thanks to one man's tweets. (CNBC)
  + Bitcoin just got its first makeover in four years. (CNBC

8 How a podcasting hype house imploded 🎧🧨
It is truly remarkable just how much damage one incredibly toxic person can do. (The Verge)
 
9 Vast numbers of people are seriously considering quitting their jobs
Life is too short to be stuck in a job you hate. (Axios)
  + Workers are taking power back. (Axios

10 An army of goats could help prevent wildfires in California 🐐
They're being deployed to eat overgrown brush and grass. (Vice)
  + Suppressing fires has failed. Here’s what California needs to do instead. (TR)

Are you intellectually curious? Tech-obsessed? We are too.

Get an insightful look into the technology of the future without getting bogged down by the jargon. Subscribe to MIT Technology Review today (subscriptions start at just $50 per year).

Quote of the day

"More recently, people have been much more outspoken and comfortable expressing their antisemitism and have basically entirely dismantled my ability of reaching anyone on the internet."

—Julia Massey tells NBC that she and other Jewish creators keep being banned and censored on TikTok, she believes due to targeted mass-reporting of their accounts.

Charlotte Jee

Top image credit: RICARDO SANTOS

Please send those strawberry desserts to hi@technologyreview.com.

Follow me on Twitter at @charlottejee. Thanks for reading!

—Charlotte

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