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Hackers abuse ViPNet software to target Russian govt agencies

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Hackers abuse ViPNet software to target Russian govt agencies

An advanced threat actor is abusing the update mechanism for the ViPNet private networking product suite to target Russian organizations, including government agencies.

Dubbed HelloNet, the campaign has been active since at least May, deploying a malicious payload that acts as a proxy and loader for additional malware.

According to Kaspersky researchers, HelloNet has impacted organizations in the government, energy, transport, education, and logistics sectors.

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ViPNet update abuse

ViPNet is a family of Russian information-security products developed by InfoTeCS, providing VPN, endpoint, and network access protection, firewall, certificate management, centralized administration, and secure messaging and file transfer.

The tool is commonly used in Russia, where it is certified by the authorities for use in government and other regulated environments.

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Due to its market reach in Russia, especially among high-value organizations, it has been targeted often by hackers. In April, 2025, Kaspersky reported that threat actors impersonated a ViPNet update in attacks.

In the latest campaign, attackers placed a malicious file (wtsapi32.dll, dubbed HelloInjector) inside the local ViPNet Update System directory to be sideloaded at system startup via the legitimate itcsrvup64.exe.

This DLL is the first-stage loader that injects into the svchost.exe process, granting next-stage payloads elevated privileges on Windows and persistence across reboots.

Kaspersky does not describe exactly how the attackers gained initial access to perform this file change, nor do they claim that ViPNet’s update infrastructure itself was compromised.

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Malware toolset

HelloInjector runs its embedded payload, which Kaspersky named HelloProxy, in memory and contacts the command-and-control (C2) server to receive additional modules.

One of these modules is HelloExecutor, a backdoor that can execute commands and conduct network reconnaissance on the host.

A second one is HelloCleaner, a tool that removes ViPNet log data to hide the malicious activity.

Another implant called HelloBackdoor is Rust-based and supports uploading and downloading files, as well as command execution.

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Kaspersky has tentatively attributed the campaign to an unidentified Chinese-speaking advanced persistent threat (APT) group.

However, the researchers stressed that the evidence is weak, relying primarily on an unused string referencing the Chinese website sina.com and a malware download mirror hosted by the University of Science and Technology of China.

As a result, they assign the attribution low confidence and do not rule out the possibility of a false flag operation.

The cybersecurity firm recommends thorough monitoring of systems running ViPNet software, particularly traffic passing through ports 5003, 5060 (HelloProxy), and 443 (HelloBackdoor).

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How US States Crack Down On Speeding During The 100 Deadly Days Of Summer

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Fatal road accidents are tragically common on U.S. roadways. According to the National Vital Statistics System’s Mortality Data for 2024, 41,241 people were killed on U.S. roads that year alone.  There’s one particular time of year that’s especially notorious for such traffic accidents among teenage drivers: The period between Memorial Day in late May and Labor Day in early September, the so-called 100 Deadliest Days of Summer. 

According to the AAA, between the years of 2012 and 2021, traffic fatalities during this period reached “nearly half of the total number of those killed in teen-driver crashes for the entire rest of the year.” Armed with these sobering statistics, though, authorities can anticipate when such accidents tend to spike in frequency, and tailor campaigns and anti-speeding measures to try to help mitigate them. One major effort to do just that during this period is Operation Southern Slowdown, which returned for its ninth year and ran from July 13-18, 2026. It saw a group of five southern states (Alabama, Florida, Georgia, South Carolina, and Tennessee) embark on efforts to, as the Florida Department of Transportation put it, “reduc[e] speed-related crashes through a combination of increased enforcement and public education.” Speed limits vary a lot between U.S. states, but all must be obeyed.

The additional patrols during this campaign in 2025, Atlanta News First reported, resulted in “more than 13,000 speeding contacts in just one week” across Georgia. It was also just one part of a range of nationwide efforts to curb speeding during this deadly time of the year. Here are some more measures that different states are employing, as well as a closer look at why these 100 summer days are statistically so deadly in the first place.

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Other means of curbing speeding during the 100 deadly days of summer

A national campaign from the Federal Motor Carrier Safety Administration aims to increase public understanding of the dangers and encourage safer driving practices throughout the 100-day period. It’s called the 100 Days of Roadway Safety and focuses on providing digital resources, primarily blog posts, that underscore essential safe driving principles. Among them are reminders to be wary of unpredictable movements by children in school zones and that larger vehicles like trucks need to be given essential space at all times.

New York State’s Department of Health developed a Teen Driving Safety Toolkit to educate young drivers and their parents and guardians during this turbulent time of year. It highlights some particular risk factors, some resources that can be used by both the former and the latter for safety’s sake (such as the Parent/Teen Contract), and other ways these vital messages can be spread (morning high school announcements about driving safety being another). 

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Increased patrols, as we’ve seen, can have a big impact too. Tragically, though, it’s also vital to address the increased need for emergency responses during this time. In a Facebook post, Tennessee’s Fall Creek Falls State Park acknowledged that these 100 days can call for life-saving blood transfusions, sharing how they work and explaining the $25 eGift card incentives for doing so. Washington State, meanwhile, sees around one-third of its fatal traffic accidents during the three-month stretch beginning in June, which it calls the 90 Dangerous Days. In response, the Washington State Patrol shares the most common causes of accidents (speeding being key among them), some vital driving tips, including “always buckle up, adhere to posted speed limits, drive sober, and stay distraction-free.”

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Why these 100 days of summer are so dangerous

Road safety is paramount for drivers to bear in mind every journey they make. Nonetheless, as the National Road Safety Foundation points out, the summer is marked by an uptick in fatalities among teenage drivers. There are more vehicles on the road generally, for one thing, and during this period, younger drivers will typically have more free time to hit the road. Combine that with their lack of experience with safe driving habits and possibly with their vehicle itself, and it makes sense that this is a particularly dangerous time for them. After all, there are some common mistakes that even experienced drivers make on the road, and the risks are heightened with newer motorists. 

During this time of year, there’s often more road maintenance and repair work taking place. All of these factors add up to busier roads that are more difficult and frustrating to navigate, which is also a very dangerous mix for those maintaining the roads and larger, less maneuverable vehicles like buses in particular. 

A specific focus on safety measures during the 100 days of summer doesn’t mean that states across the country don’t prioritize these matters during the rest of the year, of course.  Also in July 2026, Caltrans announced an enormous investment of approximately $2.5 billion, intended to “Strengthen transportation infrastructure and improve mobility across the state.” Including steps such as establishing more crossings and a sidewalk-widening program, it’s a strong signal that broader matters of road safety are vital across America year-round. Even so, the more attention that can be brought to the 100 days of summer, the safer motorists, pedestrians, and passengers may be.

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Microsoft shares manual fix for WSUS sync delays and timeouts

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Microsoft has shared manual mitigations to help IT administrators fix Windows Server Update Services (WSUS) servers affected by a known issue that causes Windows Update scans to fail or time out.

This known WSUS sync issue affects both client (Windows 10, version 1607 and later) and server (Windows Server 2012 and later) platforms.

On impacted WSUS servers, admins are not able to deploy the latest Windows updates via WSUS or Configuration Manager due to increased synchronization times or sync operation timeouts caused by a buildup of publishing metadata.

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Microsoft rolled out a service-side mitigation on Saturday to address the issue for newly installed or rebuilt WSUS servers following heightened impact observed starting one week ago, on July 13.

“Synchronization times and sync operations on WSUS servers have been restored and are operating normally for new WSUS installations and rebuilds,” Microsoft said.

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On Monday, Microsoft also shared a manual fix for customers who are still experiencing sync operation issues and timeouts to help admins return their WSUS servers to normal functionality.

“Organizations with existing WSUS server installations that are experiencing long sync times can benefit from manual steps in order to clean up unneeded metadata,” it noted in a Windows release health dashboard update. “This metadata is present in existing WSUS installations but can be safely removed.”

This requires them to back up each SUSDB database, run a cleanup query from SQL Management Studio against all SUSDB databases (including WSUS replicas), and update the MaxXMLPerRequest value to its default setting.

After the cleanup process, the first Windows Update scan may take longer than usual, but subsequent scans will return to normal timing.

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“After the cleanup, reindex SUSDB, run the WSUS Server Cleanup Wizard, and then run IISReset or recycle the WsusPool application pool to clear cached catalog state,” Microsoft added. “The client-side DataStore.edb does not shrink automatically after the detectoids are removed. This is expected and does not affect scan performance.”

Microsoft has addressed similar WSUS issues that prevented admins from deploying the latest Windows updates in May 2025, July 2025, and August 2025.


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The Pickle Is In, the Squint Is Out: Here Are the Newest Approved Emoji

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It’s official: We’re getting a pickle emoji next year. On Tuesday, July 14, the Unicode Consortium announced the nine new emoji you’ll see on your device in 2027. One new emoji is the pickle, and that means the eggplant’s reign as the go-to emoji for male anatomy could be coming to an end.

Here are the nine new emoji you will see on your device next year. 

  • A cracking face
  • A leftward thumb sign gesture
  • A rightward thumb sign gesture
  • A monarch butterfly
  • A pickle
  • A lighthouse
  • A meteor
  • An eraser
  • A net with a handle

The Unicode Consortium originally proposed a squinty face emoji in 2025. However, the Unicode Emoji Standard & Research Working Group recommended changing that emoji to a cracking face in January.

Honestly, the cracking face emoji feels more relevant to today than the squinty face emoji. The squinty face read as suspicious while the cracking face emoji screams, “I’m putting on a brave face in these trying times.” If that’s not the most relatable sentiment these days, I don’t know what is. 

While the Unicode Consortium approved these emoji, companies like Apple and Samsung still need to design and then implement their versions of the emoji. Those companies usually add the emoji to devices as part of a software update in the spring, so you likely won’t see these emoji on your phone until 2027.

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Before these emoji land on your device, the Unicode Consortium will begin fielding proposals for the next round of new emoji. Anyone can submit an idea for a new emoji, and the Unicode Consortium usually uploads proposed new emoji to a public document late in the year. For example, the upcoming emoji were originally accepted in October, 2025

For more on emoji, here’s how to decipher every emoji and the newest emoji on your iPhone and Android.

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PS Plus July 2026 Games Are Packed With Zombies, Aliens and Nostalgia

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It’s officially the second half of 2026, which is going to be all about Grand Theft Auto 6. Until then, Sony has a new selection of games coming to PS Plus in July that includes Avatar: Frontier of Pandora, Dying Light and a couple of classic PlayStation 2 games.

PS Plus, which is Sony’s version of Xbox Game Pass, offers a large, constantly expanding library of games. Subscribers can choose from the Essential, Extra and Premium tiers, each with unique perks and benefits. Starting at $11 a month, the plans give subscribers access to games and rewards, and each month, all subscribers can play a handful of new games at no additional charge. 

If you’re a PlayStation Plus Extra or Premium subscriber, you can grab these games starting July 21.


Avatar: Frontiers of Pandora

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Avatar: Frontiers of Pandora came out in 2023, a year after Avatar: The Way of Water released in theaters. Developed by Massive Entertainment – a division of Ubisoft – the open-world action-adventure puts players in the role of a Na’vi raised by the Resources Development Administration, or RDA, before returning to defend Pandora. Set in the previously unseen Western Frontier, the game emphasizes exploration, aerial traversal on an ikran and combat using both traditional Na’vi weapons and human firearms. While its gameplay shares many similarities with the Far Cry series, its lush environments and faithful recreation of Pandora earned praise from critics.

Avatar: Frontiers of Pandora will be available for PS Plus Extra and Premium subscribers starting July 21.


Rise of the Ronin

Team Ninja went a different direction than its usual Ninja Gaiden style with 2024’s Rise of the Ronin. Set during Japan’s turbulent Bakumatsu period in the late 19th century, the open-world action RPG lets players shape the story by siding with competing political factions. Combat combines fast-paced swordplay with firearms and other period weapons with the challenging gameplay the studio is known for. Its blend of historical events, exploration and player-driven choices helped distinguish it from Team Ninja’s previous action games.

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Rise of the Ronin is now available for PS Plus Extra and Premium subscribers.


Firefighting Simulator: Ignite

Firefighting Simulator: Ignite puts players in the role of a firefighter responding to emergencies across a large fictional city in the American Midwest. Whether playing solo with AI teammates or cooperatively with up to three friends, players battle dynamic fires, rescue civilians and use authentic firefighting equipment to contain increasingly dangerous blazes. Powered by Unreal Engine 5, the game features real-time fire, smoke and heat simulation designed to create a more realistic firefighting experience.

Firefighting Simulator: Ignite will be available for PS Plus Extra and Premium subscribers starting July 21.

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Mighty Morphin Power Rangers: Rita’s Rewind

Mighty Morphin Power Rangers: Rita’s Rewind is a true nostalgia bomb of a game. The side-scrolling beat-’em-up reimagines the classic 1990s TV series with pixel art visuals, cooperative multiplayer and familiar villains, including a robotic version of Rita Repulsa. Players battle through stages inspired by the show before piloting Dinozords and the Megazord in 3D action sequences that break up the traditional brawler gameplay.

Mighty Morphin Power Rangers: Rita’s Rewind will be available for PS Plus Extra and Premium subscribers starting July 28.


Dying Light

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It’s been more than a decade since Dying Light was released, but it’s still a title that gamers fawn over. Players explore the zombie-infested city of Harran using a fast-paced parkour system that makes traversing rooftops as important as combat. Scavenging for supplies, crafting weapons and surviving a dynamic day-night cycle keep the tension high as more dangerous infected emerge after dark. Its fluid movement and intense survival mechanics helped make it one of the most acclaimed zombie games of its generation.

Dying Light will be available for PS Plus Extra and Premium subscribers starting July 21.


Citizen Sleeper 2: Starward Vector

Citizen Sleeper 2: Starward Vector builds on its predecessor by sending players across a lawless star system as an escaped android searching for freedom. Rather than focusing on traditional combat, the game emphasizes dialogue, dice-based skill checks and resource management as players assemble a crew and take on dangerous contracts. Its choice-driven storytelling and tabletop-inspired mechanics make every decision feel meaningful, with multiple paths that shape how the story unfolds.

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Citizen Sleeper 2: Starward Vector will be available for PS Plus Extra and Premium subscribers starting July 28.


Snow Bros. Wonderland

Snow Bros. Wonderland revives the long-running arcade franchise with a fresh 3D isometric look while staying true to its classic action-platforming roots. Players freeze enemies into snowballs before kicking them across each stage to defeat other foes and rack up combos. Cooperative play, colorful environments and larger-than-life boss battles help modernize the series without losing the charm that made the original games fan favorites.

Snow Bros. Wonderland will be available for PS Plus Extra and Premium subscribers starting July 28.

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Psi-Ops: The Mindgate Conspiracy

Psi-Ops: The Mindgate Conspiracy was first released for the PS2 in 2004 and had a mix of interesting physics gameplay that was a big trend in gaming at the time. Players control Nick Scryer, a secret agent who combines traditional gunplay with psychic abilities like telekinesis, mind control and pyrokinesis to take down enemies. The game’s physics-based powers encouraged creative problem-solving and helped it stand out from other action shooters of its era, earning it a cult following years after its release.

Psi-Ops: The Mindgate Conspiracy will be available for PS Plus Premium subscribers starting July 21.


Indigo Prophecy

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Before it made a name for itself with the games Heavy Rain and Detroit: Become Human, developer Quantic Dream first experimented with making the point-and-click adventure gameplay style a bit more action-oriented with Indigo Prophecy. The supernatural thriller follows several interconnected characters as they investigate a string of mysterious murders while uncovering a conspiracy that threatens humanity. Its cinematic presentation, branching narrative and quick-time events helped lay the foundation for the studio’s later interactive dramas.

Indigo Prophecy will be available for PS Plus Premium subscribers starting July 21.


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PlayStation Plus subscriptions start at $10 a month

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For more on PlayStation Plus, here’s what to know about the service. You can also check out other games on PlayStation Plus and games on Xbox Game Pass.

The Best Customizable Controllers and Gear for Adaptive Gaming

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Protesters confront Microsoft CSO over carbon goals and AI, disrupting climate event

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Melanie Nakagawa, Microsoft chief sustainability officer, left, speaking with GeekWire reporter Lisa Stiffler at a fireside chat at Seattle City Hall on July 17. (PNW Climate Week / Fer Sagastume Photo)

Microsoft Chief Sustainability Officer Melanie Nakagawa faced a barrage of pointed questions from the audience Friday during a session at the annual Pacific Northwest Climate Week in Seattle.

Protesters challenged Nakagawa through most of the 30-minute session held in a conference room at Seattle’s City Hall, calling out the company’s use of fossil fuel energy sources to power its AI data centers and challenging Microsoft’s commitment to climate goals set years ago.

As a reporter covering sustainability issues for GeekWire, I moderated the session. Many of the issues raised by the crowd were on my list of questions for Nakagawa. The disruptions also included chants from protesters seated among attendees, at times going beyond climate issues to condemn Microsoft’s technology deals with Israel.

Security guards ultimately ushered some protesters out of the space, while others remained. Interruptions from the audience continued for all but the final 10 minutes of the session.

The event capped off Pacific Northwest Climate Week, which included conversations around the city and region about climate change solutions, policies and innovations.

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Microsoft has for many years been viewed as an environmental corporate leader, setting an ambitious goal in 2020 to become carbon negative within a decade. It created an internal carbon tax — one of the corporate world’s largest — that charges individual Microsoft divisions for emissions from sources like air travel to fund climate-friendly initiatives. The company is credited with helping create and sustain the carbon dioxide removal sector, among other roles.

But the rapid expansion of AI data centers and their huge energy demands are undercutting Microsoft’s standing. The company recently released its annual sustainability report, disclosing that its carbon footprint grew 25% last year, moving it further from its 2030 target.

Microsoft CSO Melanie Nakagawa, left, and GeekWire reporter Lisa Stiffler before a fireside chat was derailed by protesters. (PNW Climate Week / Fer Sagastume Photo)

One protester’s question was about a deal announced earlier this year in which Microsoft is partnering with Chevron to build a 2.7 gigawatt natural gas facility to power a data center campus in Texas. I asked Nakagawa how the company defends the agreement, and she pointed to the 4.7 gigawatts of renewable energy that Microsoft has supported in the state. I followed up by asking about the Redmond, Wash.-based company’s commitment to carbon dioxide removal (CDR) projects given recent reports about a pause on new deals.

Nakagawa was unable to answer before the crowd drowned her out with a call-and-response chant: “Microsoft, you can’t hide. We can see your dirty side.”

Another protester criticized the escalating pursuit of AI. “You’re selling us a product that we don’t even need, and we never should ask for,” he said. “No one wants AI. You’re destroying the climate with AI.”

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I brought up legislation proposed earlier this year in Washington to mandate clean energy use and bring transparency to data center impacts in the state. Microsoft opposed and helped defeat the bill, though the company says it wants to work with lawmakers to pass rules next year. I asked what needed to change in the legislation for Microsoft to support it.

Nakagawa didn’t provide specifics, but noted that this year, for the first time, the company shared facility-level information in its annual report on electricity and water use for data centers worldwide.

“People want to know more about the data, and we believe you can have an honest and candid conversation with transparency and access to that information and data,” she said.

Given the obvious public concerns, I asked Nakagawa, “Do you really honestly believe that by 2030, the company can hit that carbon-negative goal?”

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Nakagawa pointed to wide-ranging initiatives that are starting to help curb specific emissions, including investments to make Xbox devices lower carbon and financial support for the recent opening of a production plant in Moses Lake, Wash., for sustainable aviation fuel company Twelve.

“There are a couple areas where we’re seeing a lot of promising progress,” she said. “Look, this is going to be a hard target. We’ve not been at all shying away from the fact that this is a difficult goal.”

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Apple Music is the latest streaming service to get hit by a price rise

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Apple has quietly increased the price of Apple Music in the US, with individual subscriptions now costing $11.99 per month instead of $10.99.

The change also affects Family and Student plans. In addition, several Apple One bundles are impacted. The price rise comes almost four years after Apple last increased Apple Music subscription fees in October 2022.

The biggest jump is for the Apple Music Family plan, which now costs $19.99 per month, up from $16.99. The Student plan has also increased by $1, bringing the monthly fee to $6.99.

Apple has also adjusted pricing for two of its Apple One bundles. While the Individual plan remains unchanged, the Family tier now costs $27.95 per month, up by $2. Meanwhile, the Premier plan has increased to $39.95 per month. Apple has also confirmed similar price increases in Brazil.

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In a statement to Music Business Worldwide, Apple said the latest changes are “the result of rising licensing costs,” suggesting that higher payments to rights holders and music labels are behind the increase.

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The price hike means Apple Music now sits closer to many of its biggest streaming rivals. However, the service continues to distinguish itself with features such as Lossless Audio, Hi-Res Lossless, Spatial Audio with Dolby Atmos, live radio stations and a catalogue of more than 100 million songs.

For existing subscribers, the increase is relatively modest on the Individual plan, but families will notice a more significant jump. Moreover, an extra $3 each month adds up to $36 more per year. This makes it one of the largest increases Apple has introduced for the service.

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Spotify, YouTube Music and other services have all introduced price increases in recent years. As a result, premium music subscriptions are becoming steadily more expensive across the board.

If you’re already subscribed, the updated pricing should appear on your next billing cycle. New customers signing up from today will pay the new rates immediately. Meanwhile, anyone considering Apple’s wider ecosystem may want to compare whether an Apple One bundle now offers better overall value than paying for Apple Music on its own.

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Echolocation For Drones | Hackaday

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Bats are remarkable creatures, able to fly at night or inside the confines of caves without light to guide their way. A team of researchers at Worcester Polytechnic Institute (WPI) has determined how to use low power ultrasonic sensors to guide drones in obscured environments.

While radar, lidar, and GPS are all great for navigation and sensing, they can run into issues when light is obscured or can take too much power to be practical for the limited battery life of a drone. The researchers found that a dual sonar array could be used to implement a much lower power sensing system for a drone that performs well in environments that would stymie a computer vision system.

A shield placed behind the array cuts down on the sound of the propellers that would otherwise drown out the signal, and further signal analysis via a neural net separates the echoes of objects in front of the drone from the background. The prototype could navigate in various simulated environments like forests, smoke, and snow. It looks like it even got a chance to go for a flight in the actual woods. All the code and hardware designs are Open Source, so have at it!

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We’ve covered mosquito-inspired drone sensors before, and if you want to get into echolocation yourself, apparently humans can learn to do it too.

via Entertainment Engineering.

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Trump’s latest AI czar has already resigned

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Chris Fall, the director of the Center for AI Standards and Innovation (CAISI), has resigned, the agency confirmed to multiple news outlets.

He was appointed just three months ago after the last appointee, Collin Burns, left in less than a week, The Washington Post reported at the time. Burns was reportedly “pushed out” of the job in April because he previously worked for Anthropic and the Trump administration had been battling with the company, sources told the Post.

No reason was given for Fall’s departure. Prior to leading CAISI, Fall was the director of the Department of Energy’s Office of Science during the first Trump administration and had been the acting director of the DOE’s Advanced Research Projects Agency-Energy. He worked in the DOE’s Office of Naval Research (ONR) prior to that.

Before Burns and Fall, the agency was led by venture capitalist David Sacks, whose title at the time was White House AI and crypto czar. Sacks stepped down in March.

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CAISI, which operates under the National Institute of Standards and Technology, is the primary organization for developing technical standards and testing methods for AI models as well as assessing cybersecurity risks. Yet it was not the agency at the center of the most recent model-risk brouhaha.

That occurred in June when the U.S. Commerce Department invoked an obscure export control directive that effectively forced Anthropic to pull its Mythos and Fable models from the market. The ban was lifted by the end of the month, when Secretary of Commerce Howard Lutnick said he was satisfied with Anthropic’s safety plans.

Earlier this month, the White House also signed an executive order for a new AI safety oversight program called “Gold Eagle” that creates a clearinghouse for cybersecurity vulnerability coordination. A host of federal organizations were named as part of the program, including the Commerce Department and Department of Homeland Security. But, as CNBC pointed out, CAISI was not among the federal organizations mentioned.

Meanwhile, after Anthropic’s models were freed from the ban, Google DeepMind CEO Demis Hassabis began calling for the creation of an independent, industry-run standards body to regulate frontier AI modeled after FINRA — the same sort of mission that CAISI was formed to tackle.

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Fall’s resignation also follows this weekend’s handwringing over Chinese AI lab Moonshot’s new version of its open model Kimi, which performed competitively against flagship frontier models. The administration was weighing efforts to somehow ban Chinese open models, Axios reported. This sparked immediate debate and outrage over the weekend, including from Sacks, who argued that regulations shouldn’t be used as a protectionism strategy for U.S. proprietary AI labs.

While CAISI has released a few reports on the capabilities of Chinese open-weight models Z.ai’s GLM-5.2 and DeepSeek V4 Pro, it hasn’t talked much about its processes for testing. (Open weight means these models can be publicly downloaded and run locally, but its training code and datasets are not available). Since July 9, TechCrunch has sent multiple inquiries to both the DoC and NIST about how its LLM evaluations work and has not received a response.

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NYT Connections hints and answers for Tuesday, July 21 (game #1136)

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Looking for a different day?

A new NYT Connections puzzle appears at midnight each day for your time zone – which means that some people are always playing ‘today’s game’ while others are playing ‘yesterday’s’. If you’re looking for Monday’s puzzle instead then click here: NYT Connections hints and answers for Monday, July 20 (game #1135).

Good morning! Let’s play Connections, the NYT’s clever word game that challenges you to group answers in various categories. It can be tough, so read on if you need Connections hints.

What should you do once you’ve finished? Why, play some more word games of course. I’ve also got daily Strands hints and answers and Quordle hints and answers articles if you need help for those too, while Marc’s Wordle today page covers the original viral word game.

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Google Maps Killed The Restaurant Star

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We all know that Google and other big players pick and choose what information people see, but we sometimes overlook it outside of the search and social media space. [Lauren Leek] decided to take a look at how Google Maps picks winners and losers in the restaurant scene in London.

Building a machine learning model to determine a new restaurant recommendation (as one does), [Leek] uncovered interesting, and perhaps concerning, elements of how Google Maps ranks restaurants. Broken down by relevance, proximity, and prominence, many new restaurants face the issue of not drawing traffic without reviews and vice-versa causing a vicious cycle. Relevance and proximity are fairly straightforward, but what goes into “prominence?”

[Leek] found that “it is not just what people think of a place – it is how often people interact with it, talk about it, and already recognise it.” This leads to chains and high foot traffic areas awash in reviews while more out-of-the-way places find it more difficult to draw traffic. Some of this is expected and would be happening even when word of mouth was the primary way to find out where to eat, but as with many things, the algorithm amplifies this, along with the undisclosed paid placement of restaurants in Maps results.

While still in its infancy, [Leek] built a public dashboard where people can sort restaurants in the city. The machine learning algorithm is designed to identify places that are hidden gems that punch above their Google Maps weight and may make you look like the trendy one (if you live in London).

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Zooming out further, [Leek] found larger clusters that revealed restaurant “diversity, in other words, is not just about taste. It is about where families settled, which high streets remained affordable long enough for a second generation to open businesses, and which parts of the city experienced displacement before culinary ecosystems could mature.”

If you want to step outside the algorithm mayhem, how about a good old-fashioned Web Ring? We’ve also addressed what’s an AI versus an algorithm, and Cory Doctorow advised us on how to reverse course on the current wave of enshittification.

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