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For decades, the dry season in the Amazon rainforest has been getting drier. A new study, published on Tuesday, found that about 75% of the decrease in rainfall is directly linked to deforestation. From a report: The study, in Nature Communications, also found that tree loss was partly responsible for increased heat across the Amazon. Since 1985, the hottest days in the Amazon have warmed by about 2 degrees Celsius. About 16% of that increase, the researchers found, was because of deforestation. Marco Franco, an assistant professor at the University of Sao Paulo who led the study, said he was surprised by the findings. "We were expecting to see deforestation as a driver, but not this much," he said. "It tells us a lot about what's going on in the biome." The Amazon rainforest is often called the lungs of the planet because its trees help to regulate the global climate by absorbing planet-warming carbon dioxide. But decades of large-scale logging and burning in the forest have recently flipped that script, and parts of the region have become net producers of greenhouse gases.

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An anonymous reader shares a report: If you're sharing an ad-free YouTube Premium or YouTube Music account with friends or family who live outside of your home, you could lose your premium privileges. Customers who lose these can still watch YouTube or listen to music with ads -- but let's be real, it's not the same. Multiple reports have shown people who have the service have been receiving notices that their premium service will be paused for 15 days due to violating a policy that's been in place since 2023. On its support page, YouTube says that an account manager can add up to five family members in a household to their Premium membership. But, the post says, "Family members sharing a YouTube family plan must live in the same household as the family manager."

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Steam's August 2025 hardware survey shows 32GB RAM configurations reached 35.42% of users while 16GB systems fell to 41.67%, continuing a six-month trend that positions 32GB to become the dominant memory configuration among PC gamers before year's end. Windows 11 crossed 60% adoption among Steam users. The RTX 4060 continues gaining market share despite newer RTX 5060 availability. Display resolutions at 2560x1600 pixels saw the largest growth, primarily from gaming laptops.

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America is becoming a nation of economic pessimists. WSJ reports: A new Wall Street Journal-NORC poll [PDF] finds that the share of people who say they have a good chance of improving their standard of living fell to 25%, a record low in surveys dating to 1987. More than three-quarters said they lack confidence that life for the next generation will be better than their own, the poll found. Nearly 70% of people said they believe the American dream -- that if you work hard, you will get ahead -- no longer holds true or never did, the highest level in nearly 15 years of surveys. Republicans in the survey were less pessimistic than Democrats, reflecting the longstanding trend that the party holding the White House has a rosier view of the economy. An index that combined six poll questions found that 55% of Republicans, as well as 90% of Democrats, held a negative view of prospects for themselves and their children. The discontent reaches across demographic lines. By large majorities, both women and men held a pessimistic view in the combined questions. So did both younger and older adults, those with and without a college degree and respondents with more than $100,000 in household income, as well as those with less.

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Speaking of Amazon Prime, Amazon is axing the program that lets Prime members share their free shipping perk with people outside their household. The Verge: In an update to its support page, Amazon says it will cut off Prime benefit sharing on October 1st, 2025, prompting invitees who don't live with the account holder to sign up for their own subscription at a discounted $14.99 rate for an entire year (and then $14.99 per month after that). Instead, Amazon is replacing this program with Amazon Family, which lets account holders share Prime benefits -- but only with people they live with. Amazon says everyone in a "Family" must live at the same primary residential address, defined as "the address you consider to be your home and where you spend the majority of your time."

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Developer Hugo Tunius, writing in a blog post: Sideloading has been a hot topic for the last decade. Most recently, Google has announced further restrictions on the practice in Android. Many hundreds of comment threads have discussed these changes over the years. One point in particular is always made: "I should be able to run whatever code I want on hardware I own." I agree entirely with this point, but within the context of this discussion it's moot. When Google restricts your ability to install certain applications they aren't constraining what you can do with the hardware you own, they are constraining what you can do using the software they provide with said hardware. It's through this control of the operating system that Google is exerting control, not at the hardware layer. You often don't have full access to the hardware either and building new operating systems to run on mobile hardware is impossible, or at least much harder than it should be. This is a separate, and I think more fruitful, point to make. Apple is a better case study than Google here. Apple's success with iOS partially derives from the tight integration of hardware and software. An iPhone without iOS is a very different product to what we understand an iPhone to be. Forcing Apple to change core tenets of iOS by legislative means would undermine what made the iPhone successful.

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As a rule, if a package is shipped with a Debian release, users can count on it being available, and updated, for the entire life of the release. If package foo is included in the stable release—currently Debian 13 ("trixie")—a user can reasonably expect that it will continue to be available with security backports as long as that release is supported, though it may not be included in Debian 14 ("forky"). However, it is likely that the Guix package manager will soon be removed from the repositories for Debian 13 and Debian 12 ("bookworm", also called oldstable).

The FastCode site has a lengthy article on how large language models make open-source projects far more vulnerable to XZ-style attacks.

Open source maintainers, already overwhelmed by legitimate contributions, have no realistic way to counter this threat. How do you verify that a helpful contributor with months of solid commits isn't an LLM generated persona? How do you distinguish between genuine community feedback and AI created pressure campaigns? The same tools that make these attacks possible are largely inaccessible to volunteer maintainers. They lack the resources, skills, or time to deploy defensive processes and systems.

The detection problem becomes exponentially harder when LLMs can generate code that passes all existing security reviews, contribution histories that look perfectly normal, and social interactions that feel authentically human. Traditional code analysis tools will struggle against LLM generated backdoors designed specifically to evade detection. Meanwhile, the human intuition that spot social engineering attacks becomes useless when the "humans" are actually sophisticated language models.

An anonymous reader shares a report: The United States is on the precipice of a historic, if dubious, achievement. If current trends hold, 2025 could be the first year on record in which the US population actually shrinks. The math is straightforward. Population growth has two sources: natural increase (births minus deaths) and net immigration (arrivals minus departures). Last year, births outnumbered deaths by 519,000 people. That means any decline in net immigration in excess of half a million could push the U.S. into population decline. A recent analysis of Census data by the Pew Research Center found that between January and June, the US foreign-born population fell for the first time in decades by more than one million. While some economists have questioned the report, a separate analysis by the American Enterprise Institute predicted that net migration in 2025 could be as low as negative 525,000. In either case, annual population growth this year could easily turn negative.

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Security updates have been issued by AlmaLinux (kernel, mod_http2, postgresql, postgresql:15, and python39:3.9), Debian (libsndfile), Mageia (ceph, glibc, and golang), Oracle (postgresql and python39:3.9), Red Hat (aide, postgresql:12, postgresql:13, postgresql:15, and postgresql:16), SUSE (git, govulncheck-vulndb, jetty-minimal, nginx, python-future, and ruby2.5), and Ubuntu (imagemagick).

An anonymous reader shares a report: Amazon doubled its Prime Day discount sales to four days this year and touted blowout numbers days after the event. But by one critical metric, it missed the mark. Sign-ups in the U.S. failed to meet last year's total and even the company's own target, according to internal company data reviewed by Reuters. The world's largest online retailer registered 5.4 million U.S. sign-ups over the 21-day run-up to Prime Day and its four-day sales event from July 8 to July 11. That was around 116,000 fewer than for the same period a year earlier and 106,000 below the company's own goal, a roughly 2% decline in both metrics.

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Shenzhen-Hong Kong-Guangzhou has overtaken Tokyo-Yokohama to become the world's top cluster for innovation, the United Nations said Monday. From a report: The UN's World Intellectual Property Organization (WIPO) said the Chinese cluster had leapfrogged its Japanese rival in its 2025 Global Innovation Index. The change at the top of the world's 100 leading innovation clusters was down to WIPO broadening the criteria to include venture capital investments to formulate the annual rankings. The UN agency dealing with patenting and innovation previously only used patent filing and scientific publishing data to identify local concentrations of world-leading innovation activity. "Venture capital investment activity helps capture how scientific and technological knowledge translates into start-up creation and, ultimately, new goods and services in the marketplace," WIPO said. The agency said Shenzhen-Hong Kong-Guangzhou and Tokyo-Yokohama "make a massive contribution to global scientific publications and patenting outputs", together accounting for nearly one in five patent applications filed globally.

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