An anonymous reader quotes a report from Electrek: A Reddit post making the rounds this week claims the U.S. has experienced at least one major power outage every month of 2026 -- but is it true? I dug into several outages, the extreme weather behind them, and what we can do to help keep the lights on. [...] The claim that hundreds of thousands of Americans were without power over extended periods at least once per month, every month of 2026 surprised be in two ways. First, because I had no idea if it was true -- and, second, because it felt true. We try to do better than writing about things that feel true around here, however, so I did a bit of research (translation: I Googled power outages by month) and came up with the following examples in about sixty seconds

January: More than 296,000 customers still without power as winter storm freezes much of the US
February: More than 380,000 customers without power as winter storm hits US Northeast
March: Storms Cut Power to Over 1 Million Customers in U.S. Midwest, Mid-Atlantic; Ohio Hardest Hit
April: At least 29 tornadoes touched down in Central Illinois on April 17th
May: Energy Secretary Issues Emergency Order to Deploy Backup Generation in the Mid-Atlantic Amid Heatwave
June: More than 373,000 U.S. customers without power due to extreme weather

... and that list is far from comprehensive, and how you feel about it might depend on what you consider a "major" outage, of course -- but consider that there are tens of thousands of Americans without power right now, and that's not making the news. [...] The lesson here is that weather-related grid outages -- whether they're caused by wildfires, mudslides, derechos, tornadoes, ice storms, hurricanes, heat waves, or some other disaster I'm lucky enough to have forgotten about -- read like statistics when they're happening over there, but get personal real quick when they're happening to you.

A hacker who breached Suno reportedly revealed source code and training-library details showing the AI music generator scraped millions of songs and lyrics from sources including YouTube Music, Deezer, Genius, Pond5, Jamendo, Freesound, and podcast RSS feeds. "The hacked data is a rare look at exactly how AI models and tools are built," reports 404 Media. "Suno is one of the largest AI music generation tools on the internet, and has been the subject of several major lawsuits from the record industry, which accused the company of training on millions of copyrighted songs." Suno maintains that its models were trained on publicly available music files and metadata as fair use. 404 Media reports: The Recording Industry Association of America accused Suno of ripping songs directly from YouTube; the hacked data seen by 404 Media confirms this. The hacked material includes source code that appears to be from 2023 and 2024 that includes scraping instructions and details about the scope of at least some of the scraping. For example, the comments in one file note that they will pull from "genius_hq, youtube_music, freesound, jamendo, imp, deezer, ytm_tagged," and that "non-music will be filtered out." A file called "youtube_music" notes that at the time the file was last updated, it had ingested "2,013,545 music clips." Another file contains comments about different datasets Suno had created, which included "113,879 hours of youtube_music," "17,615 hours of genius_hq," "410 hours of free sound," "19,514 hours of imslp," "3,726 hours of jamendo," "62,117 hours of pond5_music," "12,287 hours of deezer," "152,162 hours of ytm_tagged," and "103 hours of musescore_lyrics." In total, this is at least decades worth of music.

Other code the hacker shared with 404 Media appeared to look specifically for vocals by searching specifically for acapella versions of songs on YouTube. The code also suggested that Suno was using proxies to scrape songs from YouTube through a company called Bright Data, which sells scraping tools, infrastructure, and data services. Additional code shows that with the help of an online tool called PodcastIndex, Suno identified 420,000 different podcasts that had at least five, 30-minute episodes and sought to download roughly 1 million hours of podcasts.

[...] The hacker, ellie.191, told 404 Media they breached the company by hacking an individual employee using the Shai-Hulud worm, a supply chain attack that allowed hackers to harvest GitHub and cloud service credentials. They said they also accessed Suno's customer list, which included customers' emails and/or phone numbers and Stripe payment details, depending on what they used to login. The hacker provided a sample of some of the customers, some of whom confirmed to 404 Media they had used their phone number to sign up for Suno and said they were never notified of a breach. The hacker told 404 Media they had no specific motivation for hacking Suno and said "I like to hack anything and everything."

The FCC plans to vote on repealing local TV ownership limits, including the 39% national audience cap that currently restricts how much of the U.S. market a single broadcast group can reach. Engadget reports: On August 6, commissioners will hold a ballot to repeal Section 303 of the Communications Act, and with it the 39 percent rule. In essence, the rule limits the reach of a local TV network to no more than 39 percent of the U.S.' total audience market. In its place, the FCC would move to a system whereby it would personally approve or reject TV ownership deals on a case-by-case basis.

It's not clear if the FCC even has the authority to reject Section 303 without the explicit consent of the legislature. As Lawrence J. Spiwak wrote in the Yale Journal on Regulation back in January, Section 10 of the Communications Act expressly forbids the FCC from bending the rules around Section 303. "Americans no longer trust the legacy national media to report the news fairly or accurately," wrote FCC Chairman Brendan Carr in an op-ed published on Breitbart. "In fact, only eight percent of Americans have a great deal of trust in mass media. That figure is even lower among Republicans -- sitting at a mere three percent."

"... Many local broadcast TV stations are getting hollowed out as a result and turning into little more than mouthpieces for programming produced in New York and Hollywood," he alleged. "That is not what Congress or the FCC intended."

FreeBSD 16 has removed the last GPL-licensed code from its base system, retiring the old GNU 'dialog' implementation after the installer moved to 'bsddialog' and the final dependency was disabled. Phoronix reports: This ticket to retire dialog was opened back in February while is now merged to the FreeBSD source tree for what will become FreeBSD 16.0. With dialog removed, the latest FreeBSD code now retires the GNU sub-tree of the FreeBSD base system now that no more GNU code remains. FreeBSD 16.0 is working its way toward release that is expected to happen in December 2027.

Stripe and private equity firm Advent International have reportedly made a joint $60.50-per-share offer to buy PayPal, valuing the payments company at more than $53 billion. The bid is said to represent a 28% premium to PayPal's latest closing price and is backed by roughly $50 billion in committed bank financing.

The House voted 308-117 to pass the Sunshine Protection Act, which would make daylight saving time permanent nationwide and end the twice-yearly clock change. The bill faces an uncertain future in the Senate, "where one G.O.P. leader said it was unclear whether it could move ahead and at least one Republican appears inclined to try to block it," reports The New York Times. Some sleep experts oppose permanent daylight saving time, arguing that year-round standard time better aligns with circadian rhythms and winter morning safety. The New York Times reports: President Trump has championed the effort to save an extra hour of daylight before nightfall and make the time zone permanent, describing the ritual of moving clocks forward in the spring and back in the fall a "ridiculous, twice yearly production." "We are going with the far more popular alternative, Saving Daylight, which gives you a longer, brighter Day," Mr. Trump wrote in a social media post in May. "And who can be against that."

A sizable bloc of Florida Republicans in Congress is leading the charge on legislation that would do just that, mandating daylight saving time nationwide for the entire year. Representative Vern Buchanan of the Tampa Bay area is backing the bill, and Representative Anna Paulina Luna, another Tampa Bay-area Republican, cosponsored it. House leaders agreed to allow a vote on the measure this week as a sweetener for Ms. Luna in their efforts to persuade her to lift a legislative blockade she had maintained as she sought to force Senate action on a voting restriction bill Mr. Trump has championed.

New York has become the first U.S. state to impose a moratorium on large new data centers, pausing construction for one year over concerns that AI-driven data center growth is raising utility bills, straining water supplies, and burdening communities. "As data center development threatens to hike up utility bills, deplete our natural resources, and create uncertainty for New Yorkers, it's my responsibility to take action and lead," said New York Governor Kathy Hochul. She will also pursue legislation to repeal sales tax exemptions for large data centers, Hochul added. Reuters reports: The construction ban will apply to data centers that use 50 megawatts or more of power, officials in the governor's office said. During the moratorium, the state's Department of Environmental Conservation will not issue any discretionary permits not already deemed complete, the governor's office said. Instead, Hochul directed state officials to develop a Generic Environmental Impact Statement to ensure that new data centers coming online are held to "consistent standards," as well as examine the potential environmental impacts of the construction and operation of data centers in the state. The ban will be lifted once the state finalizes those standards, according to Hochul's office.

CISA and allied governments are warning users to secure their routers as Russian state-backed hackers continue compromising the devices and turning them into proxy nodes to disguise attacks against critical infrastructure. The advisory urges users to disable outdated SNMP versions, use strong passwords, update firmware, and turn off unnecessary router services to reduce the risk of being swept into these botnets. Ars Technica reports: "Russian Federal Security Service (FSB) Center 16 cyber actors continue to exploit poorly configured and vulnerable networking devices worldwide, opportunistically compromising multiple critical infrastructure sector networks," the Cybersecurity and Infrastructure Security Agency said Monday. The hacking groups are tracked under various names, including Berserk Bear, Energetic Bear, Crouching Yeti, Dragonfly, Ghost Blizzard, and Static Tundra. The advisory was co-issued by governments from around the world, including Australia, Denmark, New Zealand, and the UK.

The primary means of compromise the agency warned about was hackers scanning IP ranges with active Simple Network Management Protocol (SNMP) agents that accept common or default authentication credentials. These scans are run by the very sorts of router botnets the actors are trying to enroll the targeted device in. By sending malicious traffic from spoofed addresses, the hackers can use the SNMP agent on poorly configured routers to run malware. SNMP allows users to collect and organize information about managed networking devices or to modify that information to change device behavior.

With control of a device, the hackers then use it as an exit node when probing or attacking targets in the communications, defense, energy, financial services, and government sectors. By funneling the malicious traffic through a benign-appearing device on a trustworthy IP address, the attackers are able to lower the chances of getting blocked by firewalls and other security defenses. Monday's advisory made no mention of identical operations carried out in recent years by China. So-called residential proxies are also a go-to tool used by financially motivated criminal hackers to obscure their true IP address. In many cases, these sorts of proxies are made up of millions of streaming devices that are sold with preloaded malware.

A new Incogni survey suggests Americans are pulling back from social media, with more than half saying "maintaining an online presence feels like work" and 55% reporting they post less than they did five years ago. "The full study concludes that there's been a significant shift in public attitudes toward social media," reports PCMag. "Where it was once fun and relaxing, it's now growing dark and angsty..." From the report: As the chart shows, there's also a clear correlation with age. A full 60% of Gen Z respondents feel the pain of maintaining a social presence. Perhaps they have a niggling hope that they might still be discovered as an influencer? Those of us in the Boomer category are clearly more relaxed about it, with just 38% saying that maintaining a social presence feels like work. The survey quizzed respondents about how they feel when they don't keep up with checking their socials and, by extension, how they'd feel if they just plain quit. They were given choices, both positive (peace, relaxation, and relief) and negative (anxiety, fear of missing out, and discomfort).

Overall, positive reactions held slightly greater sway, with an average of about 21% compared with 19% for negative reactions. The Gen Y contingent accentuated that split, with 25% positive and 21% negative, while Gen X went even further, with 20% positive and just 13% negative. But the Gen Z group flipped the results, identifying 27% negative and 26% positive reactions to going without social media.

There's another force pushing folks away from the socials: increasing politicization. Of the survey's respondents, 44% agreed that political content is driving people away from social media, and only 20% disagreed. Among Gen Z respondents, the impetus was stronger: 48% agreed, and just 13% disagreed. These negative feelings associated with politics only serve to highlight the positive reactions to deleting your social media.

Are you posting less on social media than you did five years ago, and are you being more selective about who can see what you post? Then you're with the majority. More than half of the respondents answered yes to each of those questions. But would you ever parlay fewer posts into no posts (aka quit posting entirely)? When asked what it would take to finally get them to terminate a social media account, a die-hard group of one in six respondents said there's nothing that could make them quit. But more than half could picture quitting due to security concerns, and almost half accepted the possibility that harassment or hate speech could send them packing. Others cited the amount of time wasted on scrolling through social media and the mental health threats of doomscrolling.

America "is facing what's projected to become the largest labor shortage in its history," according to experts interviewed by the Washington Post: Economists warn that the worsening labor problem, due in part to a skills shortage and population shifts, will be vast and reach beyond tech. It "could hobble the American economy for years to come," predicts the Georgetown University Center on Education and the Workforce. Lightcast, a labor market data company, calls it "the largest labor shortage the country has ever seen." JPMorgan Chase warns of a national security risk from "a pervasive talent deficit that constrains the nation's capacity to build, compete, and protect its interests." There will be shortages in the tens or even hundreds of thousands of nurses, physicians, teachers, engineers, pharmacists, mental health counselors, construction worker and airplane mechanics — jobs AI generally can't do...

Among the trends that have been leading to this moment: a mismatch between the careers college graduates are pursuing and the jobs employers are struggling to fill. Far fewer students are majoring in health care fields than are needed to meet demand, for instance. "We have pumped so many young people into business and finance" when what's really in demand are graduates in other fields, [said Ron Hetrick, Lightcast's principal economist]. "It's like a factory producing these workers like widgets, even though society is saying, 'We really don't need them.' And the factory just keeps pumping them out." But the principal reason for the looming workforce shortages is much more basic. A protracted decline in birth rates is coinciding with a record wave of retirements, data shows.

From 2024 to 2032, when the last baby boomers sign up for Social Security payments, more than 18 million college-educated workers will leave the labor force while fewer than 14 million enter it, according to the Georgetown center. Meanwhile, even as the number of people with associate and bachelor's degrees falls, the number of jobs requiring them will grow, the center forecasts. That will leave a gap of 4.6 million workers. Lightcast puts the deficit at an even higher 6 million... The effect of population shifts on the supply of talent, with or without degrees, has been compounded by a drop in the proportion of high school graduates choosing to go to college, a sharply reduced rate of immigration, and a growing number of Americans leaving the workforce altogether because of such issues as lack of child care, early retirement, incarceration and substance addiction, according to the Chamber of Commerce.
Three interesting statistics from the article:

• U.S. college/university enrollment in 2023 was down by nearly 2 million students since its peak in 2010, according to the most recent data from the U.S. Education Department.

• America's low birth rate since 2010 "means the number of college-age Americans is forecast to decline by another 13 percent through 2041."

• South Dakota has just 41 workers for every 100 open jobs... while California and nine other states have more workers than jobs, the Chamber of Commerce found.

California drew more than $335 billion in venture capital funding this year, reports the Los Angeles Times, citing data released Thursday by PitchBook on private market funding: Its next biggest competitor, New York, raised less than a tenth of California's total. Texas raised 1/40th of the amount... Although a campaign for a new tax on billionaires has convinced some ultra-rich residents to shift to other states and businesses often complain that high property and energy costs and an anti-business regulatory regime make it too tough to make money in the state, the inability of the top talent, companies and investors in AI to set up elsewhere shows California's enduring attraction.

The state's economy grew 5% last year to a record $4.25 trillion, making it larger than every country other than the U.S., China and Germany. It is home to nearly 400 billion-dollar startups — more than any other state, according to CB Insights... Among metropolitan regions, Los Angeles ranked behind only Silicon Valley and New York, which attracted $98 billion and $11.5 billion in venture investment, respectively... Investors poured in nearly $8 billion across 207 deals in the Los Angeles, Long Beach, and Santa Ana metro areas, up 28% from a year earlier, according to PitchBook...

Nearly 90% of invested dollars [in California] went to AI firms, up from last year, when around 65% of new funds were allocated to AI. "If you're a tech company and you're not an AI company, you have a very, very difficult opportunity ahead of you to raise capital," Stanford said.

Facial recognition technology in U.K. shops "will soon alert police in real time to the presence of serious offenders," reports The Guardian, "with civil liberties groups warning of a 'dangerous escalation' towards surveillance and criminalisation in the retail sector." Facewatch, a facial recognition system used by more than 100 businesses including Sainsbury's, B&M and Spar to monitor thieves, said it was launching a UK-first feature to "alert police instantly when the most serious offenders trigger a live facial recognition match". Facewatch's chief executive, Nick Fisher, said the "unique technical development" would be launched in autumn and would warn police in an average of four seconds when the "worst offenders" were flagged on its network... Charlie Whelton, the policy and campaigns officer at [civil liberties nonprofit] Liberty, said it was concerned about this "untested, opaque development" and the way facial recognition technology had been allowed to "proliferate without anything to govern it".

"It's not against the law to walk into a shop even if you've committed crimes in the past," he said. "The idea of calling the police on somebody who hasn't committed a crime, but there's a concern they might, is really upending the way we do things. And of course, it's not infallible. These systems do make mistakes, and it's very hard to argue with that when it happens to you." A number of people have been forced to leave shops after being falsely identified by Facewatch technology as a shoplifter, with some describing it as "Orwellian" and saying they felt as though they were "guilty until proven innocent"...

The use of the Facewatch technology looks set to quickly expand, with Sainsbury's recently announcing plans to increase its use from 55 stores to more than 200 by the end of the year. Facewatch said it alerted retailers almost 300,000 times that a "known repeat offender" had entered a store during the first six months of 2026, and that its system allowed staff to intervene "before theft, abuse or violence could occur or escalate"... [E]xperts argue the use of facial recognition technology in shops to catch shoplifters is disproportionate. Nuala Polo, the UK public policy lead at the Ada Lovelace Institute, which studies the impact of AI on society, said: "There are other, much less intrusive means that you can use to catch shoplifters where you don't need to be scanning millions of faces every day, virtually without consent...."

The campaign group Big Brother Watch has criticised police for "inserting themselves into this cowboy operation" and said people would be matched against "a secret blacklist compiled by unaccountable businesses and private security guards".

For nearly two years the Free Software Foundation has been fighting web crawlers (including many aggressively scraping training data for AI models). A botnet controlling about five million IPs hit one system for six months in 2025. Their systems administrator wrote this week that they view these as distributed denial-of-service attacks.

How are they fighting back? We noticed patterns in the scrapers that were abnormal, which gave us material for writing regular expressions. Searching for the regular expression then gave us a large lists of IP addresses. Looking up the origin of those IP addresses revealed that some of the crawlers were using botnets of residential IP addresses to scrape faster and avoid detection. We looked for what kinds of botnets might be generating the kind of traffic that we were seeing, and one that we suspected was called the "Vo1d" botnet, comprised of smart TVs running some sort of compromised app... We got confirmation that at least some of the botnet traffic hitting GNU Savannah was originating through the Vo1d/Popa botnet.

We placed our regular expressions in fail2ban, and found that we were hitting the maximum rules that could be added to UFW firewall rules on our systems which showed degradation around 65,000 rules... We learned about ipset and configured fail2ban to add IP addresses that it found to IP sets. Using ipset, we kept building larger IP sets and did not find instability with as large as five million rules...

We eventually found a promising project on Framasoft's forge Framagit called reaction written by ppom... After we ran into scaling issues with our initial implementation, we developed a much faster implementation where the reaction shutdown process would export the IP sets to disk and the reaction startup process would restore the IP sets. This allowed us to have nearly instantaneous restarts of the service to apply new rules. We published both of our configurations upstream to reaction's wiki so that everyone can benefit from it. reaction's getting started documentation now leads to the method that we proposed...

Many sysadmins know about fail2ban, but not enough people know about reaction. I am very grateful to ppom for the help they have provided and for the tremendous project they have released to the world with reaction. We have implemented other defenses as well, but reaction is doing the majority of the automated work keeping our sites online.

Nerds.xyz reports: DuckDuckGo just gave its browser a feature that a lot of people have been waiting for. The privacy-focused browser can now block most video ads on YouTube, letting users watch videos without sitting through the pre-roll and mid-roll interruptions that have become part of everyday life on the platform. The feature is already enabled by default for iPhone, Windows, and Mac users running the latest version of the browser. Android users can turn it on manually... with DuckDuckGo planning to enable it by default in a future update...

To make it work, DuckDuckGo relies on the same community-maintained filter lists used by uBlock Origin, along with some of its own compatibility rules. The company says you might notice a bit of extra buffering before a video starts, but once playback begins, most ads should be gone.
Slashdot reader BrianFagioli argues that the feature raises questions about how creators are compensated when ad revenue is bypassed.

Longtime Slashdot reader schwit1 shares a report from Inside Higher Ed: For the first time since he started teaching Welfare Economics and Social Choice Theory nearly two decades ago, Brown University economics professor Roberto Serrano gave his students a take-home midterm this spring. Quite a few students had expressed anxiety about being in a classroom after a gunman killed two students and injured nine in a December mass shooting at Brown, and so "it was appropriate," he said, to allow students to take their exams at home. But by the end of the semester, Serrano regretted the decision. Dozens of students in the class likely used artificial intelligence to cheat and earn perfect or near-perfect scores on their midterm, he said. Serrano in turn made the final exam in-person, which led more than a dozen students to drop the course and even more to fail it.

Administrators' response to the widespread cheating event has been "meek," he said, and the incident has raised questions about how universities can -- and should -- respond to AI-enabled cheating at scale. "I am not declaring [the midterm] void for now. I am going to give the class a chance to prove me wrong," he wrote. "That is, if the distribution of the final exam is roughly similar to the distribution of the midterm, I will count the midterm. Otherwise, which is of course what I expect to happen, I will declare the midterm void and reweigh the final accordingly." Serrano heard crickets from his students, but 18 of them subsequently dropped the class. Nine students remained enrolled but did not take the final exam. And Serrano said the results proved him right; three students earned a zero, and the average score on the final was 48.6 percent -- by far a historic low, he said. Previously, the average final exam score had never dropped below 65 percent. Only a few students scored similarly to how they did on the midterm.