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The Download: DeepMind’s AI shortcomings, and China’s social media translation problem

admin by admin
May 23, 2022
in Tech
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The Download: DeepMind’s AI shortcomings, and China’s social media translation problem


Earlier this month, DeepMind offered a brand new “generalist” AI mannequin referred to as Gato. The mannequin can play the online game Atari, caption pictures, chat, and stack blocks with an actual robotic arm, the Alphabet-owned AI lab introduced. All in all, Gato can do a whole bunch of various duties.

But whereas Gato is undeniably fascinating, within the week since its launch some researchers have gotten a bit carried away.

One of DeepMind’s prime researchers and a coauthor of the Gato paper, Nando de Freitas, couldn’t include his pleasure. “The game is over!” he tweeted, suggesting that there’s now a transparent path from Gato to synthetic basic intelligence, or ‘AGI’, a obscure idea of human or superhuman-level AI. The approach to construct AGI, he claimed, is usually a query of scale: making fashions corresponding to Gato larger and higher.

Unsurprisingly, de Freitas’s announcement triggered breathless press protection that Deepmind is “on the verge” of human-level synthetic intelligence. This isn’t the primary time hype has outstripped actuality. Other thrilling new AI fashions, corresponding to OpenAI’s textual content generator GPT-3 and picture generator DALL-E, have generated related grand claims.

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For many within the area, this type of feverish discourse overshadows different necessary analysis areas in AI. Read the full story.

—Melissa Heikkilä 

The must-reads

I’ve combed the web to seek out you at this time’s most enjoyable/necessary/scary/fascinating tales about know-how.

1 Volunteers are translating Chinese social media posts into English
Even although the posts have handed China’s web censorship regime, Beijing is sad. (The Atlantic $)
+ WeChat desires folks to make use of its video platform. So they did, for digital protests. (TR)

2 Ukraine’s startup neighborhood is resuming enterprise as typical
Many employees are juggling their day jobs with after-hours struggle effort volunteering. (WP $)
+ Russian-speaking tech bosses residing within the US are slicing ties with pro-war employees. (NYT $)
+ YouTube has taken down greater than 9,000 channels linked to the struggle. (The Guardian)

3 The Buffalo capturing highlighted the failings of tech’s anti-terrorism accord
Critics say platforms haven’t executed sufficient to deal with the basis causes of extremism. (WSJ $)
+ America has skilled greater than 3,500 mass shootings since Sandy Hook. (WP $)

4 Crypto seems to have an insider buying and selling problem
Just just like the banking system its supporters rail towards. (WSJ $)
+ Christine Lagarde thinks crypto is value “nothing.” (Bloomberg $)
+ Crypto is weathering a bitter storm. Some nonetheless maintain on for pricey life. (TR)
+ The crypto business has misplaced round $1.5 trillion since November. (The Atlantic $)
+ Stablecoin Tether has paid out $10 billion in withdrawals because the crash began. (The Guardian)

5 The nuclear fusion business is in turmoil
It isn’t even up and operating but, however gas provides are already operating low. (Wired $)
+ A gap within the floor could possibly be the way forward for fusion energy. (TR)
+ The US midwest could possibly be dealing with energy grid failure this summer time. (Motherboard)

6 Big Tech isn’t frightened in regards to the financial downturn
Even if it drops a few of its market valuation alongside the way in which. (NYT $)
+ But lawmakers are decided to rein them in with antitrust laws. (Recode)
+ Their carbon emissions are spiraling uncontrolled, too. (New Yorker $)

7 The US navy desires to construct a flying ship
The Liberty Lifer X-plane can be unbiased of fastened airfields and ports. (IEEE Spectrum)

8 We want to alter how we recycle plastic
The excellent news is that the know-how to overtake it exists—it simply wants refining. (Wired $)
+ A French firm is utilizing enzymes to recycle one of the vital widespread single-use plastics. (TR)

9 Why you must deal with utilizing your cellphone like ingesting wine
Striking that delicate stability from stopping the optimistic tipping into detrimental. (The Guardian $)

10 Inside the healthful world of web knitting 🧶
Its favourite knitter’s creations have gained a cult following. (Input)
+ How a ban on pro-Trump patterns unraveled the net knitting world. (TR)

Quote of the day

“I like the instant gratification of making the internet better.”

—Jason Moore, who’s credited with creating greater than 50,000 Wikipedia pages, tells CNN about his motivations for taking over the unpaid work.

  • Tables Turned? Elon Musk’s Twitter Slapped Biden With a ‘Fact-Check’ About Corporate Taxes

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Tags: and China's social media translation problemChinasDeepMind's AI shortcomingsDeepMindsDownloadMediaProblemshortcomingsSocialtranslation
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