AI Surveillance Startup Flock To Cut Several Hundred Jobs Amid Backlash, Sources Say

Reuters reports:

Flock plans to let go of about 18% of its employees, people with direct knowledge of the plans said on Thursday, as the maker of AI-powered surveillance cameras and license-plate readers faces mounting opposition to its products from communities and lawmakers….

The company has about 1,500 employees [with job cuts hitting 270 employees]. Flock faces growing scrutiny from regulators, lawmakers, and privacy advocates, despite drawing strong investor interest among venture capitalists. A recent Reuters/Ipsos poll showed Americans are divided on whether Flock cameras are a good idea. Some 38% of the country supports the use of Flock cameras in their community, compared to 47% who oppose their use.

A related story… In Texas this week a county commissioner decommissioned all 61 of their Flock surveillance cameras and license plate readers, according to a local news report. County residents “have raised serious questions about who can access this data, what vendors can disclose, improper searches, and records being kept after data expires,” the precinct’s Chief Public Affairs Officer said.


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Neanderthal wooden tools from Spain found preserved in stone

The Stone Age owes its name to tools that survived to our time. The material early humans worked with most, though, was probably wood because it is so much easier to process. Unfortunately, we know very little about Paleolithic woodwork because wood rots relatively quickly. But at Abric Romaní, a rock shelter in Capellades, west of Barcelona, mineral-rich water coated wooden Neanderthal tools in a limestone-like crust. When wood rotted away, it left behind hollow molds that faithfully reflect its shape.

In a recent Science Advances study, a team of Spanish archaeologists has cataloged 597 wooden remains from Neanderthal living areas dating from 62,000 to 40,000 years ago. They found spears, digging sticks, bark trays, parts of shelters, and a club unlike anything seen before, suggesting Neanderthals were likely much more than just Homo sapiens’ dumber cousins.

Beyond hunting gear

The oldest wooden artifacts we have are mostly weapons. They include spears from a German town called Schöningen, a spear tip from Clacton-on-Sea in England, and the spear found alongside an elephant skeleton in Lehringen, Germany. Most came from waterlogged sediments, where a lack of oxygen slowed decay.

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Ukraine’s drones knock out AI data center belonging to “Russia’s Google”

Ukrainian drone strikes have knocked out two of five data centers belonging to the Russian tech giant Yandex. The damage has left Yandex, known as “Russia’s Google” because it operates the country’s most popular search engine, struggling to maintain its AI chatbot and other online services.

The Ukrainian drones struck Yandex data centers in the Sasovo and Kaluga regions of Russia on October 8 and October 9, according to Reuters. Those actions came as a direct response to a Russian drone strike campaign targeting Ukraine’s data centers, which has disrupted mobile phone and Internet services for thousands of Ukrainians since late September.

“We continue to respond to Russia’s attacks on Ukraine, and we’re doing so with high precision,” said Ukrainian President Volodymyr Zelenskyy in a post on X. “Another data center was hit as well—our symmetrical response.”

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A Cray-1 supercomputer replica from 30 “obsolete” Mac Minis

The Museo de Historia de la Computación in Spain has unveiled a 1:1 scale visual replica of the famous Cray-1 supercomputer from 1976. Instead of sourcing expensive, cutting-edge tech to run the system, the creative team powered the project with 30 2012-era Mac Minis. Developed over 18 months, the project serves as a 50th-anniversary tribute to the Cray-1 and Apple’s founding.

Mac Minis from over a decade ago might not seem like the obvious first choice for building a cluster supercomputer, but when networked together, the developers can orchestrate the 64 active processing cores into a combined 1.3 teraflops of performance in their most recent tests. The museum reportedly achieved 1.5 teraflops previously using all 70 available cores, prior to one node going offline. Benchmarks were obtained using a custom matrix-multiplication Python script. Five PCs are quad-core i7s, and the remaining 25 are dual-core i5 models. Except for two units from 2014, the rest of the array dates to 2012.

The replica is a valuable tool for museum-goers to understand the shifts in computer architecture since 1976. The original Cray-1 used vector processing, applying a single instruction to multiple data elements simultaneously, whereas the replica distributes work across independent processors in a parallel cluster. The peak theoretical performance of the original Cray-1 was approximately 160 megaflops. What was originally a purpose-built research machine has been re-created with consumer hardware that’s vastly more capable than the machine that inspired it.

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NASA issues long-awaited call to industry for private space stations

NASA on Friday released a much-anticipated “request” to the US commercial space industry to develop private space stations that, as early as 2030, will succeed the International Space Station as a place for astronauts to live in low-Earth orbit.

In a cover letter accompanying the 360-page “request for proposals,” NASA stated its plan: “This will ensure NASA has a sustained human presence in LEO for crew members to perform science and exploration.” Several private companies that have worked for years on designing and developing such stations have been keen to learn exactly what capabilities NASA is seeking. These new documents finally provide some answers.

NASA’s solicitation can be found here. Industry responses are due back to NASA on December 8. NASA said it plans to select “two or more” contractors in this phase of the competition, and intends to make a final decision in April.

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What’s been driving Hawaii’s lava fountains?

In most cases, hotspot-driven volcanism is relatively sedate, with lava flowing down mountainsides slowly enough that people can walk out of its way. But in a number of locations—Mount Etna, Hawaii, Iceland—lava gets expelled in dramatic fountains that can reach several hundred meters in height.

Right now, we’re not sure what powers them. However, thanks to a recent set of eruptions at the Kilauea volcano, we have some of the best documentation yet of erupting lava fountains. In a recent edition of Science, researchers from the US Geological Survey describe what we’ve seen and compare it with what we might expect based on our best ideas about what powers these fountains of molten rock.

Years of fountains

With three active volcanic regions that engage in fountaining, there has been a steady flow of dramatic videos of red-hot molten rock spouting from the Earth. But Kilauea has had only three fountaining episodes since 1823, even though it’s the youngest and most active volcano in Hawaii. That activity has led to intensive study, and we have a good idea of the volcano’s structure. Previous work has identified a couple of lava residues within a few kilometers of the surface, and the volcano had 35 separate data-gathering stations set up on Kilauea, including “seismic, infrasound, geodetic, gas, and visual and thermal cameras.”

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AI coding agents generate more code, but not more software

Anyone who has even tangentially associated with computer programming knows that modern AI coding assistants and agents can be incredibly efficient at generating huge amounts of functional code. But coders making use of those tools also know better than to trust the accuracy of that code, meaning substantial effort needs to be spent reviewing any AI-generated output.

A recent study of actual coding practices across hundreds of firms finds that human code review forms a significant “bottleneck” for the overall efficiency of AI coding tools, resulting in “little evidence that firms increase software output or reduce employment” by using them. Any efficiency increased during the actual coding phase, the study authors find, is “absorbed by downstream constraints in the production process”; as “the code review process significantly increases in length, pull requests are more likely to require revisions, and reviewers leave more comments.”

Cut once, measure twice

To come to these conclusions, Harvard University researchers Fiona Chen and James Stratton made use of aggregated analytics data from Jellyfish, which measures the granular output of engineering teams. That data encompasses 300 million individual “work events” (e.g., commits and pull requests) and issue management software data across more than 700,000 employees at over 700 relevant software development firms from 2021 through March of 2026.

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Outrage grows as CDC reportedly poised to fund “unethical” vaccine trial

Outrage has erupted among health experts over news that the Centers for Disease Control and Prevention is still eager to fund a widely condemned vaccine trial that would expose newborns in Guinea-Bissau to hepatitis B, putting them at high risk of a lifelong infection, which can lead to liver cirrhosis, liver cancer, and premature death.

The trial was suspended in January after its unethical design came to light and drew international outcry. Although the trial is still halted, staff of the CDC director’s office told the agency’s budget office in late September to set aside $1.6 million to fund the trial, according to a report by Rolling Stone. The money was to be pulled from funding for the CDC’s global health security programs, which might otherwise go toward efforts like combating the Ebola outbreak currently raging in the Democratic Republic of the Congo.

The Department of Health and Human Services, which oversees the CDC, did not respond to a request for comment from Ars Technica.

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PC shipments fall 20.1 percent in “sharpest decline” since Q1 2023

PC shipments saw a steep drop of about 20 percent in Q3 2026, analysts reported this week.

The industry saw its “sharpest decline since “Q1 2023,” Omdia said in an announcement toady. Global shipments of laptops, desktops, and workstations fell 21.2 percent year over year (YoY) to 58.1 million devices, the analyst said.

Desktop PC shipments (including desktop workstations) decreased 23.5 percent to 11.7 million units, and laptop shipments (including laptop workstations) declined 20.6 percent to 46.4 million, per Omdia.

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AI disqualification yields new Nikon Small World in Motion winner

Credit: Nguyen Nam Nhat.

Last month we covered the winner of Nikon’s Small World in Motion video: Ning Xu of Tsinghua University in China, whose video captured tiny cilia beating in the airways of a child with a rare respiratory disorder. But allegations surfaced about Xu’s use of AI while making the video. Nikon launched an investigation and concluded that Xu’s entry did not comply with competition rules. The new winner is Nguyen Nam Nhat of Vietnam with a video of a tiny roundworm and a single-celled organism (above).

According to a BBC report, some researchers expressed concern that Xu’s video had structural abnormalities and that cell features appeared and disappeared in a way one would not see in actual cellular biology. Others spotted what looked like AI watermarks embedded within the source files. Xu said he used AI “to distinguish and visualize features in the reconstructed grayscale images”; however, he denied that AI was used “to generate the experimental movie, the cilia, or their motion.”

Founded in 2011, the Nikon Small World in Motion competition is a spinoff of the company’s Small World Photomicrography Competition, which has been around since 1974. Both are meant “to showcase the beauty and complexity of things seen through the light microscope”—one through still photographs, the other through photovideography, taking advantage of all the technological advances that now allow users to make movies or time-lapse images through the microscope.

The other winners also moved up a notch with Xu’s disqualification. Benedikt Pleyer of Bavaria, Germany, placed second with a video of jellyfish larvae suspended in water droplets; Andrew Moore of Howard Hughes Medical Institute in the US placed third with a video of synchronized cell division in neighboring cells; Patrick Hickey of Hypha Research Ltd. in Edinburgh, Scotland, placed fourth with a video of the dynamics of mitochondria and chloroplasts in Turtle Vine leaf cells; and Igor Adameyko placed fifth with a video of a tiny, colorful sea slug (Cyerce kikutarobabai) on the move.

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Your artwork could be featured in the next Debian release

The Debian Linux project has opened a call for community artwork submissions ahead of the release of the upcoming Forky (Debian 14). If you think you’ve got the artistic chops, your art could appear on the boot screens, login prompts, and desktop wallpapers of millions of users. The submission deadline is November 26.

Continuing Debian’s community-driven ethos, the artwork submission process mirrors that of previous releases. The artwork must feel distinctively “Debian,” integrate cleanly without the need for core software patching, and remain visually appealing for the long term.

Elise Couper’s “Ceratopsian” theme was chosen as the winning default for Debian 13 Trixie. For anyone who might not be up on the latest from the Toy Story franchise, the release names echo character names from the animated films. Trixie was a triceratops introduced in Toy Story 3, hence the “Ceratopsian” wink in the winning submission. It makes sense that the next version of Debian continues this trend with Forky, a character introduced in the franchise’s fourth entry. The Debian team cautions against overly busy designs that may cause user fatigue, but if anyone can successfully incorporate Forky’s googly eyes into the design somehow, know that you’d at least win the contest for my Debian desktop wallpaper.

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Starlink spectrum deal boosts Musk plan to beat AT&T, T-Mobile, and Verizon

SpaceX has a deal to purchase nationwide low-band spectrum licenses for a planned terrestrial mobile network that would complement the space-based Starlink cellular service.

SpaceX will buy up to 14 megahertz of spectrum in the 800 MHz band from investment firm Grain Management, which bought the spectrum rights from T-Mobile earlier this year. T-Mobile had obtained the spectrum when it bought Sprint in 2020 and was required to sell the licenses under a merger condition imposed by the US government.

“This prime low-band spectrum addresses one of the key remaining technical gaps that will pave the way for Starlink Mobile to become a major mobile carrier in the US,” SpaceX said yesterday. SpaceX this week also received US approval to launch 15,000 satellites for an upgraded version of its mobile service that it says will be far more powerful than the current offering.

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