Anyone familiar with HR practices probably knows of the decades of studies showing that résumé with Black- and/or female-presenting names at the top get fewer callbacks and interviews than those with white- and/or male-presenting names—even if the rest of the résumé is identical. A new study shows those same kinds of biases also show up when large language models are used to evaluate résumés instead of humans.

In a new paper published during last month's AAAI/ACM Conference on AI, Ethics and Society , two University of Washington researchers ran hundreds of publicly available résumés and job descriptions through three different Massive Text Embedding (MTE) models. These models—based on the Mistal-7B LLM—had each been fine-tuned with slightly different sets of data to improve on the base LLM's abilities in "representational tasks including document retrieval, classification, and clustering," according to the researchers, and had achieved "state-of-the-art performance" in the MTEB benchmark .

Rather than asking for precise term matches from the job description or evaluating via a prompt (e.g., "does this résumé fit the job description?"), the researchers used the MTEs to generate embedded relevance scores for each résumé and job description pairing. To measure potential bias, the résuméwere first run through the MTEs without any names (to check for reliability) and were then run again with various names that achieved high racial and gender "distinctiveness scores" based on their actual use across groups in the general population. The top 10 percent of résumés that the MTEs judged as most similar for each job description were then analyzed to see if the names for any race or gender groups were chosen at higher or lower rates than expected.

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When Microsoft launched its Copilot+ AI PC initiative over the summer, one of the flagship features was Recall, a feature that would log months' worth of your PC usage, with the stated goal of helping you remember things you did and find them again. But if you've heard of Recall, it's probably because of the problems that surfaced in preview builds of Windows before the feature could launch: It stored all of its data in plaintext , and it was relatively trivial for other users on the PC (or for malicious software) to access the database and screenshots, potentially exposing huge amounts of user data.

Microsoft was supposed to launch Recall over the summer but delayed the feature to rework it. The company went into detail on the new version of Recall's security protections in late September, declaring that a preview would be ready in time for Windows Insider Program testers in October . Now that we're past October, Microsoft has officially announced that the Recall preview is being delayed yet again and that it will begin rolling out to testers in December.

“We are committed to delivering a secure and trusted experience with Recall. To ensure we deliver on these important updates, we’re taking additional time to refine the experience before previewing it with Windows Insiders,” said Microsoft Windows Insider Senior Program Manager Brandon LeBlanc in a statement provided to The Verge .

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Becky Carroll was missing a few teeth, others were stained or crooked. Ashamed, she smiled with lips pressed closed. Her dentist offered to fix most of her teeth with root canals and crowns, Carroll said, but she was wary of traveling a long road of dental work.

Then Carroll saw a TV commercial for another path: ClearChoice Dental Implant Centers. The company advertises that it can give patients “ a new smile in as little as one day ” by surgically replacing teeth instead of fixing them.

So Carroll saved and borrowed for the surgery, she said. In an interview and a lawsuit, Carroll said that at a ClearChoice clinic in New Jersey in 2021, she agreed to pay $31,000 to replace all her natural upper teeth with pearly white prosthetic ones. What came next, Carroll said, was “like a horror movie.”

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Boeing's Starliner spacecraft safely landed empty in the New Mexico desert about eight weeks ago, marking a hollow end to the company's historic first human spaceflight. The vehicle's passengers during its upward flight to the International Space Station earlier this summer, Butch Wilmore and Suni Williams, remain in space, awaiting a ride home on SpaceX's Crew Dragon.

Boeing has been steadfastly silent about the fate of Starliner since then. Two senior officials, including Boeing's leader of human spaceflight, John Shannon, were originally due to attend a post-landing news conference at Johnson Space Center in Houston. However, just minutes before the news conference was to begin, two seats were removed—the Boeing officials were no-shows.

In lieu of speaking publicly, Boeing issued a terse statement early on the morning of September 8, attributing it to Mark Nappi, vice president and program manager of Boeing's commercial crew program. "We will review the data and determine the next steps for the program," Nappi said, in part.

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Welcome to Edition 7.18 of the Rocket Report! One of the most intriguing bits of news this week is the rolling of Blue Origin's New Glenn rocket out to its launch complex in Florida. With two months remaining in 2024, will the company make owner Jeff Bezos' deadline for getting to orbit this year? We'll have to see, as the Rocket Report is not prepared to endorse any timelines at the moment.

As always, we welcome reader submissions , and if you don't want to miss an issue, please subscribe using the box below (the form will not appear on AMP-enabled versions of the site). Each report will include information on small-, medium-, and heavy-lift rockets as well as a quick look ahead at the next three launches on the calendar.

ESA selects four companies for reusable launch . The European Space Agency announced this week the selection of Rocket Factory Augsburg, The Exploration Company, ArianeGroup, and Isar Aerospace to develop reusable rocket technology, European Spaceflight reports . The four awardees are divided into two initiatives focused on the development of reusable rocket technology: the Technologies for High-thrust Reusable Space Transportation (THRUST!) project and the Boosters for European Space Transportation (BEST!) project. The awarded companies will now begin contract negotiations with ESA to further develop and test their solutions.

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The European Commission announced Thursday it plans to sign a contract with the continent's leading space companies before the end of the year to begin development of a 290-satellite broadband Internet network estimated to cost more than 10 billion euros (about $10.9 billion).

The press release announcing the contract award to IRIS²—known as Infrastructure for Resilience, Interconnectivity and Security by Satellite—did not specify the financial details of the agreement, but European media has widely reported the 10 billion euro cost. The commission's decision follows an evaluation of the best-and-final offer from the SpaceRISE consortium formed by European satellite network operators SES, Eutelsat, and Hispasat.

We’ll do it ourselves

The European Commission, the European Union's executive arm, is managing the IRIS² program , which will also receive funding from the European Space Agency and European industry in a public-private partnership. European governments previously expected to provide around 60 percent of the funding for the initiative. Under that plan, European industry would supply roughly 40 percent of the money in a public-private partnership. The specifics of the final cost-sharing arrangement were not available Thursday.

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Earlier this week, Robert F. Kennedy, Jr. used a Zoom call to tell his supporters that Donald Trump had promised him "control" of the Department of Health and Human Services (HHS), the federal agency that includes the Centers for Disease Control, Food and Drug Administration, National Institutes of Health, as well as the Department of Agriculture. Given Kennedy's support for debunked anti-vaccine nonsense, this represents a potential public health nightmare.

A few days after, Howard Lutnick, a co-chair of Trump's transition team, appeared on CNN to deny that RFK Jr. would be put in charge of HHS. But he followed that with a long rant in which he echoed Kennedy's spurious claims about vaccines. This provides yet another indication of how anti-vaccine activism has become deeply enmeshed with Republican politics, to the point where it may be just as bad even if Kennedy isn't appointed.

Trump as Kennedy’s route to power

Kennedy has a long history of misinformation regarding health, with a special focus on vaccines. This includes the extensively debunked suggestion that there is a correlation between vaccinations and autism incidence, and it extends to a general skepticism about vaccine safety. That's mixed with conspiracy theories regarding collusion between federal regulators and pharmaceutical companies.

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There's a lot going on in the world of Mac apps for popular AI services. In the past week, Anthropic has released a desktop app for its popular Claude chatbot, and Perplexity launched a native app for its AI-driven search service.

On top of that, OpenAI updated its ChatGPT Mac app with support for its flashy advanced voice feature.

Like the ChatGPT app that debuted several weeks ago, the Perplexity app adds a keyboard shortcut that allows you to enter a query from anywhere on your desktop. You can use the app to ask follow-up questions and carry on a conversation about what it finds.

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The Colorado Department of State said it accidentally posted a spreadsheet containing "partial passwords" for voting systems. The department said there is no "immediate security threat" because two passwords are needed for each component, but it is trying to complete password changes by the end of today. There were reportedly hundreds of BIOS passwords accessible on the website for over two months before being removed last week.

A government statement issued Tuesday said the agency "is aware that a spreadsheet located on the Department's website improperly included a hidden tab including partial passwords to certain components of Colorado voting systems. This does not pose an immediate security threat to Colorado's elections, nor will it impact how ballots are counted."

Secretary of State Jena Griswold told Colorado Public Radio that "we do not think there is an immediate security threat to Colorado elections, in part because partial passwords don't get you anywhere. Two unique passwords are needed for every election equipment component. Physical access is needed. And under Colorado law, voting equipment is stored in secure rooms that require secure ID badges. There's 24/7 video cameras. There's restricted access to the secure ballot areas, strict chain of custody, and it's a felony to access voting equipment without authorization."

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