{"id":105614,"date":"2026-07-20T19:31:23","date_gmt":"2026-07-20T19:31:23","guid":{"rendered":"https:\/\/youzum.net\/the-download-ai-hiring-biases-and-weather-data-sabotage\/"},"modified":"2026-07-20T19:31:23","modified_gmt":"2026-07-20T19:31:23","slug":"the-download-ai-hiring-biases-and-weather-data-sabotage","status":"publish","type":"post","link":"https:\/\/youzum.net\/fr\/the-download-ai-hiring-biases-and-weather-data-sabotage\/","title":{"rendered":"The Download: AI hiring biases, and weather data sabotage"},"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

AI is more likely than humans to form biases when hiring<\/strong><\/strong><\/h3>\n

The next time you apply for a job, AI may screen your r\u00e9sum\u00e9 before any human sees it. But there\u2019s good reason to question whether AI will judge you fairly.\u00a0<\/p>\n

We already know that LLMs pick up human biases from their training data. New research suggests they can also develop their own biases from experience\u2014and stereotype job applicants more than humans do.<\/p>\n

As AI companies race to build agentic models that remember the tiniest details about users, they may be handing them ammunition for forming those biases.\u00a0<\/p>\n

Read the full story on AI\u2019s alarming potential to stereotype job applicants<\/a>.<\/p>\n

\u2014Michelle Kim<\/em><\/p>\n

The risk of weather data sabotage is rising<\/strong><\/strong><\/h3>\n

Every morning, airline dispatchers, grid operators, and farmers around the world make decisions based on weather forecasts. More recently, the forecasts have become relevant for another industry: prediction markets, where people bet money on all kinds of real-world events, including the weather.\u00a0<\/p>\n

The temptation to manipulate weather data to get an edge in these markets, combined with a collective move toward data-driven AI weather forecasting, is starting to put the accuracy of weather predictions at risk.\u00a0<\/p>\n

As experts in the field, we can foresee scenarios where the risks snowball into far bigger, more systemic problems.\u00a0<\/p>\n

Find out why the threats to weather data are growing\u2014and how to stay ahead of them<\/a>.<\/p>\n

\u2014Monique Kuglitsch, Jesper Dramsch, Franz G. Kuglitsch, & Andrea Toreti<\/em><\/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 SpaceX is negotiating to sell the Pentagon AI compute<\/strong>
It would provide data center capacity worth billions of dollars. (WSJ<\/a> $)
+ Deepening ties between Elon Musk\u2019s company and the DoD. <\/em>(Reuters<\/a> $)
+ Meanwhile, Anthropic is in talks with Meta to acquire compute. <\/em>(CNBC<\/a>)
+ The compute explosion is only just beginning.<\/em> (MIT Technology Review<\/a>)<\/p>\n

2 Trump Media wants $100,000 a month for early access to Trump\u2019s posts<\/strong>
The premium feed is being pitched to trading firms and banks. (FT<\/a> $)
+ It aims to monetize Trump\u2019s market-moving social media posts.<\/em> (Reuters<\/a> $)
+ Critics described the plan as \u201cbrazen corruption.\u201d<\/em> (Guardian<\/a>)
\u00a0
3 ICE shared Medicaid data it wasn\u2019t supposed to have with Palantir<\/strong>
Court filings show the data reached the contractor before being deleted. (NPR<\/a>)
+ ICE is using data broker tools to identify\u00a0\u201cunaccompanied minors.\u201d <\/em>(Wired<\/a> $)\u00a0
\u00a0
4 Apple briefly overtook Nvidia as the world\u2019s most valuable company<\/strong>
The iPhone maker\u2019s earnings durability has impressed investors. (Reuters<\/a> $)
+ While Nvidia\u2019s rise has stalled amid shifting AI bets.<\/em> (CNBC<\/a>)
\u00a0
5. Politicians are trying to change what chatbots say about them<\/strong>
A new industry has sprung up to help them edit AI outputs. (NYT<\/a> $)
+ Chatbots can sway voters better than political\u00a0ads.<\/em> (MIT Technology Review<\/a>)
\u00a0
6 Washington is opening the door to armed robots<\/strong>
The Pentagon is accelerating AI weapons development. (WP<\/a> $)
+ \u201cHumans in the loop\u201d in war is an illusion. <\/em>(MIT Technology Review<\/a>)
\u00a0
7 China\u2019s Moonshot has paused new subscriptions amid surging uptake<\/strong>
Demand for the headline-grabbing Kimi \u200bK3\u00a0has strained capacity. (SCMP<\/a>)
+ China\u2019s open-source AI is challenging US models.<\/em> (MIT Technology Review<\/a>)<\/p>\n

8 Lab-grown teeth could soon replace fillings and implants<\/strong>
Scientists believe regenerative medicine could transform dentistry. (BBC<\/a>)
+ Humanlike \u201cteeth\u201d have been grown in mini pigs.<\/em> (MIT Technology Review<\/a>)
\u00a0
9 AI slop on birdwatching forums is putting research at risk<\/strong>
It could contaminate records of species. (Guardian<\/a>)<\/p>\n

10 Heart experts have good news for your coffee habit<\/strong>
Roughly five cups per day is fine\u2014and may even be beneficial. (Gizmodo<\/a>)<\/p>\n

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

\u201cThe most authoritarian government is producing the most egalitarian models, and what should be the most democratic government is breeding companies that are the most authoritarian.\u201d\u00a0<\/strong><\/h2>\n

\u2014Rayan Krishnan, CEO of Vals AI, a company that evaluates AI performance, gives the New York Times<\/a> his take on the competition between Chinese and American models.<\/p>\n

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

\n
\"\"\n
RICHARD CHANCE<\/div>\n<\/figure>\n<\/div>\n


The curious case of the disappearing Lamborghinis<\/strong><\/h4>\n

A new wave of theft is rocking the luxury car industry\u2014mixing high tech with old-school chop-shop techniques to snag vehicles while they\u2019re in transport.\u00a0<\/p>\n

It\u2019s remained under the radar, even as it\u2019s rocked the industry over the past two years. MIT Technology Review<\/em> identified more than a dozen cases involving high-end vehicles, obtained court records, and spoke to law enforcement, brokers, drivers, and victims in multiple states to reveal how transport fraud is wreaking havoc across the country.<\/p>\n

Find out how a new wave of transport fraud is wreaking havoc across the country<\/a>.\u00a0<\/p>\n

\u2014Craig Silverman<\/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

+ Here\u2019s the perfect outfit for a heat wave: the world\u2019s first self-cooling clothes<\/a>.
+ The \u201cunhinged\u201d cake decorators at a Missoula Walmart have become local legends<\/a>.
+ This visual guide to chili peppers<\/a> around the world is a lavishly illustrated ode to the world\u2019s hottest fruit.
+ Take a quirky tour of mid-20th-century cinema in this thread of film posters inadvertently photographed by postwar town planners<\/a>.<\/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. AI is more likely than humans to form biases when hiring The next time you apply for a job, AI may screen your r\u00e9sum\u00e9 before any human sees it. But there\u2019s good reason to question whether AI will judge you fairly.\u00a0 We already know that LLMs pick up human biases from their training data. New research suggests they can also develop their own biases from experience\u2014and stereotype job applicants more than humans do. As AI companies race to build agentic models that remember the tiniest details about users, they may be handing them ammunition for forming those biases.\u00a0 Read the full story on AI\u2019s alarming potential to stereotype job applicants. \u2014Michelle Kim The risk of weather data sabotage is rising Every morning, airline dispatchers, grid operators, and farmers around the world make decisions based on weather forecasts. More recently, the forecasts have become relevant for another industry: prediction markets, where people bet money on all kinds of real-world events, including the weather.\u00a0 The temptation to manipulate weather data to get an edge in these markets, combined with a collective move toward data-driven AI weather forecasting, is starting to put the accuracy of weather predictions at risk.\u00a0 As experts in the field, we can foresee scenarios where the risks snowball into far bigger, more systemic problems.\u00a0 Find out why the threats to weather data are growing\u2014and how to stay ahead of them. \u2014Monique Kuglitsch, Jesper Dramsch, Franz G. Kuglitsch, & Andrea Toreti The must-reads I\u2019ve combed the internet to find you today\u2019s most fun\/important\/scary\/fascinating stories about technology. 1 SpaceX is negotiating to sell the Pentagon AI computeIt would provide data center capacity worth billions of dollars. (WSJ $)+ Deepening ties between Elon Musk\u2019s company and the DoD. (Reuters $)+ Meanwhile, Anthropic is in talks with Meta to acquire compute. (CNBC)+ The compute explosion is only just beginning. (MIT Technology Review) 2 Trump Media wants $100,000 a month for early access to Trump\u2019s postsThe premium feed is being pitched to trading firms and banks. (FT $)+ It aims to monetize Trump\u2019s market-moving social media posts. (Reuters $)+ Critics described the plan as \u201cbrazen corruption.\u201d (Guardian)\u00a03 ICE shared Medicaid data it wasn\u2019t supposed to have with PalantirCourt filings show the data reached the contractor before being deleted. (NPR)+ ICE is using data broker tools to identify\u00a0\u201cunaccompanied minors.\u201d (Wired $)\u00a0\u00a04 Apple briefly overtook Nvidia as the world\u2019s most valuable companyThe iPhone maker\u2019s earnings durability has impressed investors. (Reuters $)+ While Nvidia\u2019s rise has stalled amid shifting AI bets. (CNBC)\u00a05. Politicians are trying to change what chatbots say about themA new industry has sprung up to help them edit AI outputs. (NYT $)+ Chatbots can sway voters better than political\u00a0ads. (MIT Technology Review)\u00a06 Washington is opening the door to armed robotsThe Pentagon is accelerating AI weapons development. (WP $)+ \u201cHumans in the loop\u201d in war is an illusion. (MIT Technology Review)\u00a07 China\u2019s Moonshot has paused new subscriptions amid surging uptakeDemand for the headline-grabbing Kimi \u200bK3\u00a0has strained capacity. (SCMP)+ China\u2019s open-source AI is challenging US models. (MIT Technology Review) 8 Lab-grown teeth could soon replace fillings and implantsScientists believe regenerative medicine could transform dentistry. (BBC)+ Humanlike \u201cteeth\u201d have been grown in mini pigs. (MIT Technology Review)\u00a09 AI slop on birdwatching forums is putting research at riskIt could contaminate records of species. (Guardian) 10 Heart experts have good news for your coffee habitRoughly five cups per day is fine\u2014and may even be beneficial. (Gizmodo) Quote of the day \u201cThe most authoritarian government is producing the most egalitarian models, and what should be the most democratic government is breeding companies that are the most authoritarian.\u201d\u00a0 \u2014Rayan Krishnan, CEO of Vals AI, a company that evaluates AI performance, gives the New York Times his take on the competition between Chinese and American models. One More Thing RICHARD CHANCE The curious case of the disappearing Lamborghinis A new wave of theft is rocking the luxury car industry\u2014mixing high tech with old-school chop-shop techniques to snag vehicles while they\u2019re in transport.\u00a0 It\u2019s remained under the radar, even as it\u2019s rocked the industry over the past two years. MIT Technology Review identified more than a dozen cases involving high-end vehicles, obtained court records, and spoke to law enforcement, brokers, drivers, and victims in multiple states to reveal how transport fraud is wreaking havoc across the country. Find out how a new wave of transport fraud is wreaking havoc across the country.\u00a0 \u2014Craig Silverman 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.) + Here\u2019s the perfect outfit for a heat wave: the world\u2019s first self-cooling clothes.+ The \u201cunhinged\u201d cake decorators at a Missoula Walmart have become local legends.+ This visual guide to chili peppers around the world is a lavishly illustrated ode to the world\u2019s hottest fruit.+ Take a quirky tour of mid-20th-century cinema in this thread of film posters inadvertently photographed by postwar town planners.<\/p>","protected":false},"author":2,"featured_media":105615,"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","author_link":"https:\/\/youzum.net\/fr\/members\/adminnu\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/youzum.net\/fr\/category\/ai-club\/\" rel=\"category tag\">AI<\/a> <a href=\"https:\/\/youzum.net\/fr\/category\/committee\/\" rel=\"category tag\">Committee<\/a> <a href=\"https:\/\/youzum.net\/fr\/category\/news\/\" rel=\"category tag\">News<\/a> <a href=\"https:\/\/youzum.net\/fr\/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. AI is more likely than humans to form biases when hiring The next time you apply for a job, AI may screen your r\u00e9sum\u00e9 before any human sees it. But there\u2019s\u2026","_links":{"self":[{"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/posts\/105614","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/comments?post=105614"}],"version-history":[{"count":0,"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/posts\/105614\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/media\/105615"}],"wp:attachment":[{"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/media?parent=105614"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/categories?post=105614"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/youzum.net\/fr\/wp-json\/wp\/v2\/tags?post=105614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}