{"id":113549,"date":"2026-08-25T00:43:21","date_gmt":"2026-08-25T00:43:21","guid":{"rendered":"https:\/\/youzum.net\/the-download-kids-outlearning-ai-and-space-travel-agents\/"},"modified":"2026-08-25T00:43:21","modified_gmt":"2026-08-25T00:43:21","slug":"the-download-kids-outlearning-ai-and-space-travel-agents","status":"publish","type":"post","link":"https:\/\/youzum.net\/ja\/the-download-kids-outlearning-ai-and-space-travel-agents\/","title":{"rendered":"The Download: kids outlearning AI, and space travel agents"},"content":{"rendered":"

This is today\u2019s edition of <\/em>The Download<\/em><\/a>, our weekday newsletter that provides a daily dose of what\u2019s going on in the world of technology.<\/em><\/p>\n

Kids outlearn AI\u2014and we still don\u2019t know why<\/h3>\n

Teaching a computer to use human language requires an inhuman amount of data. An LLM can easily churn through a hundred thousand times more words than a person will experience in the process of mastering their mother tongue.<\/p>\n

This yawning divide between children and machines is called the data efficiency gap. It raises a tantalizing question for cognitive scientists and a challenge for the architects of AI models: how can children still outperform the most linguistically sophisticated machines ever built?<\/p>\n

Kids show that it could be possible to learn more with less. Far less. By reverse-engineering the way they learn, scientists hope to create more data-efficient AI models\u2014and perhaps settle enduring questions about language and children\u2019s developing minds.<\/p>\n

Here\u2019s how researchers are trying to close the data gap<\/a>.<\/p>\n

\u2014Elise Cutts<\/em><\/p>\n

Job titles of the future: space travel agent<\/h3>\n

As co-owner of a luxury lifestyle firm, Roman Chiporukha has long turned wild vacation dreams into reality. In 2018, he got a phone call that would open up a new frontier: Axiom Space wanted to find citizen explorers willing to pay $50 million each to join the first fully private mission to the International Space Station (ISS), slated for April 2022.<\/p>\n

This showed Chiporukha that the sky was no longer the limit; it was the market. He successfully signed up a private astronaut and then launched SpaceVIP in 2021 to offer celestial experiences that mix culture, science, and purpose.<\/p>\n

Find out what it takes to become the Expedia of the cosmos<\/a>.<\/p>\n

\u2014Linda Childers<\/em><\/p>\n

These stories are from the next issue of our magazine, which is all about kids. <\/strong>Subscribe now<\/strong><\/a> to get your copy as soon as it lands.\u00a0<\/strong><\/p>\n

The must-reads<\/strong><\/p>\n

I\u2019ve combed the internet to find you today\u2019s most fun\/important\/scary\/fascinating stories about technology.<\/em><\/p>\n

1 Both parties are turning against AI data centers ahead of the midterms<\/strong>
The backlash is spilling onto the campaign trail. (NYT<\/a> $)
+ Republicans have sharply turned against them.<\/em> (WP<\/a> $)
+ Texas\u2019 governor says data centers \u201cdug their own grave.\u201d<\/em> (Axios<\/a>)
+ Here\u2019s why data center opposition crosses party lines.<\/em> (MIT Technology Review<\/a>)<\/p>\n

2 Chinese humanoids have smashed Usain Bolt\u2019s 100-metre world record<\/strong>
One ran it in 9.39 seconds at the World Humanoid Robot Games. (Verge<\/a>)
+ Another, also built by X-Humanoid, beat a\u00a0high jump record.<\/em> (ESPN<\/a>)
+ But intricate real-world tasks pose greater challenges.<\/em> (Reuters<\/a> $)
+ Gig workers are training humanoids at home.<\/em> (MIT Technology Review<\/a>)
\u00a0
3 Uber has been fined nearly $1 billion over automated suspensions<\/strong>
Dutch regulators say drivers were deactivated without human review. (Quartz<\/a>)
+ It\u2019s the second-largest fine issued yet under the EU\u2019s GDPR.<\/em> (Reuters<\/a> $)<\/p>\n

4 New Zealand plans to ban under-16s from social media<\/strong>
It\u2019s joined a throng of countries trying to restrict access. (Bloomberg<\/a> $)
+ But opposition parties could torpedo the bill. <\/em>(Reuters<\/a> $)
\u00a0
5 TikTok will pay $400 million to settle a US child privacy case<\/strong>
It was sued for allegedly violating \u200cchildren\u2019s online privacy. (BBC<\/a>)
+ The US DOJ said TikTok illegally collected kids\u2019 information.<\/em> (Reuters<\/a> $)
\u00a0
6 China\u2019s largest-ever car recall covers nearly 3 million Teslas<\/strong>
They\u2019re being recalled over door safety concerns.<\/strong> (Quartz<\/a>)
+ The action covers roughly 4.3 million vehicles in total.<\/em> (NYT<\/a> $)
\u00a0
7 Dr. Dre and Jimmy Iovine think AI is good for music<\/strong>
They compared fear of AI to resistance to earlier technologies. (NYT<\/a> $)
+ AI let a musician with MLS sing again.<\/em> (MIT Technology Review<\/a>)
\u00a0
8 Taiwan has indicted nine people over alleged illegal AI exports to China<\/strong>
They include employees of \u200bNvidia and Super Micro (Reuters<\/a> $)\u00a0
\u00a0
9 NASA\u2019s new telescope could discover\u00a0200,000 new planets<\/strong>
Roman could also reveal new details about dark matter.\u00a0(Wired<\/a> $)
+ And\u00a0detect killer asteroids.<\/em> (MIT Technology Review<\/a>)
\u00a0
10 Plastic bottles can be turned into edible, vanilla-flavour cookies<\/strong>
Thanks to genetically-engineered yeast. (New Scientist<\/a> $)<\/p>\n

Quote of the day<\/strong><\/p>\n

\u201cCredit where credit is due: the tech sector has managed to unite a deeply divided country at a time of maximal partisanship.\u201d<\/strong><\/h2>\n

\u2014Max Steele, Senior Director of Communications at Everytown, reacts on X<\/a> to a new poll showing that support for data centers in the US has plummeted.<\/p>\n

One More Thing<\/strong><\/p>\n

\"\"<\/figure>\n

How next-generation nuclear reactors break out of the 20th-century blueprint<\/h4>\n

As worries about climate change and energy independence drown out concerns about meltdowns and radioactive waste, demand for nuclear power has surged. The problem is, building nuclear power plants is expensive and slow.<\/p>\n

Now, a new generation of nuclear power technology could reinvent what a reactor looks like\u2014and how it works. Advocates hope it can refresh the industry and help replace fossil fuels without emitting greenhouse gases.<\/p>\n

Small modular reactors could bring the assembly line to nuclear development, while new designs are experimenting with different fuels and coolants, from TRISO to molten salt.<\/p>\n

Here\u2019s what the next generation of nuclear reactors could look like<\/a>.\u00a0<\/p>\n

\u2014 Casey Crownhart<\/em><\/p>\n

We can still have nice things<\/strong><\/p>\n

A place for comfort, fun, and distraction to brighten up your day. (Got any ideas? <\/em>Drop me a line<\/em><\/a>.)<\/em><\/p>\n

+ Welcome to WikiCity<\/a>, where every building is a Wikipedia article.
+ Animal lovers have built a tiny village<\/a> for dogs that don\u2019t have homes.
+ Here are 18 ridiculous yet cathartic new words<\/a> to describe modern tech irritants.
+ Feast your eyes on these Porsche 912s customized for the Japanese police<\/a> in the 1960s.<\/p>","protected":false},"excerpt":{"rendered":"

This is today\u2019s edition of The Download, our weekday newsletter that provides a daily dose of what\u2019s going on in the world of technology. Kids outlearn AI\u2014and we still don\u2019t know why Teaching a computer to use human language requires an inhuman amount of data. An LLM can easily churn through a hundred thousand times more words than a person will experience in the process of mastering their mother tongue. This yawning divide between children and machines is called the data efficiency gap. It raises a tantalizing question for cognitive scientists and a challenge for the architects of AI models: how can children still outperform the most linguistically sophisticated machines ever built? Kids show that it could be possible to learn more with less. Far less. By reverse-engineering the way they learn, scientists hope to create more data-efficient AI models\u2014and perhaps settle enduring questions about language and children\u2019s developing minds. Here\u2019s how researchers are trying to close the data gap. \u2014Elise Cutts Job titles of the future: space travel agent As co-owner of a luxury lifestyle firm, Roman Chiporukha has long turned wild vacation dreams into reality. In 2018, he got a phone call that would open up a new frontier: Axiom Space wanted to find citizen explorers willing to pay $50 million each to join the first fully private mission to the International Space Station (ISS), slated for April 2022. This showed Chiporukha that the sky was no longer the limit; it was the market. He successfully signed up a private astronaut and then launched SpaceVIP in 2021 to offer celestial experiences that mix culture, science, and purpose. Find out what it takes to become the Expedia of the cosmos. \u2014Linda Childers These stories are from the next issue of our magazine, which is all about kids. Subscribe now to get your copy as soon as it lands.\u00a0 The must-reads I\u2019ve combed the internet to find you today\u2019s most fun\/important\/scary\/fascinating stories about technology. 1 Both parties are turning against AI data centers ahead of the midtermsThe backlash is spilling onto the campaign trail. (NYT $)+ Republicans have sharply turned against them. (WP $)+ Texas\u2019 governor says data centers \u201cdug their own grave.\u201d (Axios)+ Here\u2019s why data center opposition crosses party lines. (MIT Technology Review) 2 Chinese humanoids have smashed Usain Bolt\u2019s 100-metre world recordOne ran it in 9.39 seconds at the World Humanoid Robot Games. (Verge)+ Another, also built by X-Humanoid, beat a\u00a0high jump record. (ESPN)+ But intricate real-world tasks pose greater challenges. (Reuters $)+ Gig workers are training humanoids at home. (MIT Technology Review)\u00a03 Uber has been fined nearly $1 billion over automated suspensionsDutch regulators say drivers were deactivated without human review. (Quartz)+ It\u2019s the second-largest fine issued yet under the EU\u2019s GDPR. (Reuters $) 4 New Zealand plans to ban under-16s from social mediaIt\u2019s joined a throng of countries trying to restrict access. (Bloomberg $)+ But opposition parties could torpedo the bill. (Reuters $)\u00a05 TikTok will pay $400 million to settle a US child privacy caseIt was sued for allegedly violating \u200cchildren\u2019s online privacy. (BBC)+ The US DOJ said TikTok illegally collected kids\u2019 information. (Reuters $)\u00a06 China\u2019s largest-ever car recall covers nearly 3 million TeslasThey\u2019re being recalled over door safety concerns. (Quartz)+ The action covers roughly 4.3 million vehicles in total. (NYT $)\u00a07 Dr. Dre and Jimmy Iovine think AI is good for musicThey compared fear of AI to resistance to earlier technologies. (NYT $)+ AI let a musician with MLS sing again. (MIT Technology Review)\u00a08 Taiwan has indicted nine people over alleged illegal AI exports to ChinaThey include employees of \u200bNvidia and Super Micro (Reuters $)\u00a0\u00a09 NASA\u2019s new telescope could discover\u00a0200,000 new planetsRoman could also reveal new details about dark matter.\u00a0(Wired $)+ And\u00a0detect killer asteroids. (MIT Technology Review)\u00a010 Plastic bottles can be turned into edible, vanilla-flavour cookiesThanks to genetically-engineered yeast. (New Scientist $) Quote of the day \u201cCredit where credit is due: the tech sector has managed to unite a deeply divided country at a time of maximal partisanship.\u201d \u2014Max Steele, Senior Director of Communications at Everytown, reacts on X to a new poll showing that support for data centers in the US has plummeted. One More Thing How next-generation nuclear reactors break out of the 20th-century blueprint As worries about climate change and energy independence drown out concerns about meltdowns and radioactive waste, demand for nuclear power has surged. The problem is, building nuclear power plants is expensive and slow. Now, a new generation of nuclear power technology could reinvent what a reactor looks like\u2014and how it works. Advocates hope it can refresh the industry and help replace fossil fuels without emitting greenhouse gases. Small modular reactors could bring the assembly line to nuclear development, while new designs are experimenting with different fuels and coolants, from TRISO to molten salt. Here\u2019s what the next generation of nuclear reactors could look like.\u00a0 \u2014 Casey Crownhart We can still have nice things A place for comfort, fun, and distraction to brighten up your day. (Got any ideas? Drop me a line.) + Welcome to WikiCity, where every building is a Wikipedia article.+ Animal lovers have built a tiny village for dogs that don\u2019t have homes.+ Here are 18 ridiculous yet cathartic new words to describe modern tech irritants.+ Feast your eyes on these Porsche 912s customized for the Japanese police in the 1960s.<\/p>","protected":false},"author":2,"featured_media":113550,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"pmpro_default_level":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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NU"},"url":"https:\/\/youzum.net\/ja\/members\/adminnu\/"}]}},"rttpg_featured_image_url":{"full":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-scaled.jpg",2560,1363,false],"landscape":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-scaled.jpg",2560,1363,false],"portraits":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-scaled.jpg",2560,1363,false],"thumbnail":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-150x150.jpg",150,150,true],"medium":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-300x160.jpg",300,160,true],"large":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-1024x545.jpg",1024,545,true],"1536x1536":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-1536x818.jpg",1536,818,true],"2048x2048":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-2048x1090.jpg",2048,1090,true],"trp-custom-language-flag":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-18x10.jpg",18,10,true],"woocommerce_thumbnail":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-300x300.jpg",300,300,true],"woocommerce_single":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-600x319.jpg",600,319,true],"woocommerce_gallery_thumbnail":["https:\/\/youzum.net\/wp-content\/uploads\/2026\/08\/Small-Reactor-Tablet-top-mzTJ62-100x100.jpg",100,100,true]},"rttpg_author":{"display_name":"admin NU","author_link":"https:\/\/youzum.net\/ja\/members\/adminnu\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/youzum.net\/ja\/category\/ai-club\/\" rel=\"category tag\">AI<\/a> <a href=\"https:\/\/youzum.net\/ja\/category\/committee\/\" rel=\"category tag\">Committee<\/a> <a href=\"https:\/\/youzum.net\/ja\/category\/news\/\" rel=\"category tag\">News<\/a> <a href=\"https:\/\/youzum.net\/ja\/category\/uncategorized\/\" rel=\"category tag\">Uncategorized<\/a>","rttpg_excerpt":"This is today\u2019s edition of The Download, our weekday newsletter that provides a daily dose of what\u2019s going on in the world of technology. Kids outlearn AI\u2014and we still don\u2019t know why Teaching a computer to use human language requires an inhuman amount of data. An LLM can easily churn through a hundred thousand times…","_links":{"self":[{"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/posts\/113549","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/comments?post=113549"}],"version-history":[{"count":0,"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/posts\/113549\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/media\/113550"}],"wp:attachment":[{"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/media?parent=113549"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/categories?post=113549"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/youzum.net\/ja\/wp-json\/wp\/v2\/tags?post=113549"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}