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Surge CEO Edwin Chen says AI is creating "100x engineers" who can outperform traditional software developers by orders of magnitude. Chen argued that AI coding tools multiply the productivity gains already seen in Silicon Valley's "10x engineers," who can produce ten times the work of their colleagues through faster coding, harder work, and fewer distractions. Chen said AI efficiencies compound these factors to reach 100x productivity levels. The CEO, whose company reached $1 billion in revenue without venture capital funding, believes this could enable billion-dollar single-person companies, extending beyond the $10 million single-person startups that already exist.

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Microsoft has recruited more than 20 AI employees from Google's DeepMind research division, the newest front in a talent war being waged by Silicon Valley's tech giants as they jostle to gain an edge in the nascent technology. From a report: Amar Subramanya, the former head of engineering for Google's Gemini chatbot, is the latest to move to Microsoft from its rival, according to a post on his LinkedIn profile on Tuesday. "The culture here is refreshingly low ego yet bursting with ambition," he wrote, confirming his appointment as corporate vice-president of AI. Subramanya will join other DeepMind staff including engineering lead Sonal Gupta, software engineer Adam Sadovsky and product manager Tim Frank, according to people familiar with Microsoft's recruiting. The Seattle-based company has persuaded at least 24 staff to join in the past six months, they added.

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Version 141.0 of the Firefox browser it out. Changes include "a local AI model" that can perform tab grouping, unit conversions in the address bar, and a change that many of us will find welcome: "On Linux, Firefox uses less memory and no longer requires a forced restart after an update has been applied by a package manager".

Google users click on fewer website links when the search engine displays AI-generated summaries at the top of results pages, according to new research from the Pew Research Center. The study analyzed browsing data from 900 U.S. adults and found users clicked on traditional search result links during 8% of visits when an AI summary appeared, compared to 15% of visits without summaries. Users also rarely clicked on sources cited within the AI summaries themselves, doing so in just 1% of visits. The research found that 58% of respondents conducted at least one Google search in March 2025 that produced an AI summary, and users were more likely to end their browsing session entirely after encountering pages with AI summaries compared to traditional search results.

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Roughly 10 to 25% of lung cancers worldwide now occur in people who have never smoked, according to researchers at the National Cancer Institute. Among certain groups of Asian and Asian American women, that share reaches 50% or more. Scientists studying 871 nonsmokers with lung cancer from around the world found that certain DNA mutations were significantly more common in people living in areas with high air pollution levels, including Hong Kong, Taiwan and Uzbekistan. The research, published in Nature this month, revealed that pollution both directly damages DNA and causes cells to divide more rapidly. The biology of cancer in nonsmokers differs from smoking-related cases and may require different prevention and detection strategies. Nonsmokers with lung cancer are more likely to have specific "driver" mutations that can cause cancer, while smokers tend to accumulate many mutations over time. Current U.S. screening guidelines recommend routine testing only for people ages 50 to 80 who smoked at least one pack daily for 20 years. Taiwan now offers screening for nonsmokers with family history after a nationwide trial detected cancer in 2.6% of participants.

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Banks are treating "buy now, pay later" services with suspicion and warn that heavy usage could hurt customers' chances of getting approved for mortgages or credit cards. FICO will begin factoring some BNPL loans from companies like Affirm and Klarna into credit scores later this year through its new scoring model. JPMorgan Chase and Capital One have banned customers from using credit cards to pay down BNPL installment loans, while one credit union actively calls members who use BNPL to counsel them against it. BNPL transaction volume is expected to reach $116.67 billion in 2025, up from $13.88 billion in 2020, according to Emarketer.

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The estate of Mike Lynch, who died a year ago when his superyacht sank off the coast of Sicily, and his business partner owe Hewlett-Packard more than $944 million, a court has ruled. From a report: The US technology company has been seeking damages of up to $4.55 billion from the estate of the late tycoon, once hailed as the UK's answer to Microsoft founder Bill Gates, over its disastrous takeover of his British software company Autonomy. Lynch's estate has been estimated to be worth about $674 million and paying its share of the $944 million damages could leave it bankrupt. He and six others, including his 18-year-old daughter Hannah, died last August on a trip celebrating his acquittal on US fraud charges relating to HP's $11 billion takeover of Autonomy in 2011. However, HP won a separate six-year civil fraud case against Lynch and his former finance director Sushovan Hussain in the English high court in 2022, with Mr Justice Hildyard ruling that the US company had been induced into overpaying for the business.

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GNOME and Fedora contributor Michael Catanzaro has written a lengthy blog post about the future of Fedora Workstation as an image-based release and the need to enable Flathub by default. He writes that the Fedora Workstation of the future must be "safe and image-based by default", with applications provided through Flathub:

Flathub is drastically more popular than Fedora Flatpaks even among the most hardcore Fedora community members who participate in change proposal debate on Fedora Discussion. (At time of writing, nearly 80% of discussion participants favor filtering out Fedora Flatpaks.)

This is the most important point. Flathub has already won.

He notes that Fedora should not force users to install an image-based OS if they do not want to, and there will be a package-based version for users who prefer or require it: "so no need to panic".

Google has announced OSS Rebuild, a new project designed to detect supply chain attacks in open source software by independently reproducing and verifying package builds across major repositories. The initiative, unveiled by the company's Open Source Security Team, targets PyPI (Python), npm (JavaScript/TypeScript), and Crates.io (Rust) packages. The system, the company said, automatically creates standardized build environments to rebuild packages and compare them against published versions. OSS Rebuild generates SLSA Provenance attestations for thousands of packages, meeting SLSA Build Level 3 requirements without requiring publisher intervention. The project can identify three classes of compromise: unsubmitted source code not present in public repositories, build environment tampering, and sophisticated backdoors that exhibit unusual execution patterns during builds. Google cited recent real-world attacks including solana/webjs (2024), tj-actions/changed-files (2025), and xz-utils (2024) as examples of threats the system addresses. Open source components now account for 77% of modern applications with an estimated value exceeding $12 trillion. The project builds on Google's hosted infrastructure model previously used for OSS Fuzz memory issue detection.

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Google has announced the existence of OSS Rebuild, an infrastructure for the creation and verification of reproducible builds of software projects.

Our aim with OSS Rebuild is to empower the security community to deeply understand and control their supply chains by making package consumption as transparent as using a source repository. Our rebuild platform unlocks this transparency by utilizing a declarative build process, build instrumentation, and network monitoring capabilities which, within the SLSA Build framework, produces fine-grained, durable, trustworthy security metadata. [...]

Our vision extends beyond any single ecosystem: We are committed to bringing supply chain transparency and security to all open source software development. Our initial support for the PyPI (Python), npm (JS/TS), and Crates.io (Rust) package registries—providing rebuild provenance for many of their most popular packages—is just the beginning of our journey.

The QUIC transport-layer network protocol is not exactly new; it was first covered here in 2013. Despite carrying a significant part of the traffic on the Internet, QUIC has been anything but quick when it comes to getting support into the Linux kernel. The pace might be picking up, though; Xin Long has posted the first set of patches intended to provide mainline support for this protocol.

Security updates have been issued by AlmaLinux (tomcat9), Debian (djvulibre, libcommons-fileupload-java, libowasp-esapi-java, and tomcat9), Fedora (cef, dpkg, mingw-gdk-pixbuf, and mingw-python3), Gentoo (Roundcube), Oracle (avahi, cloud-init, fence-agents, git, kernel, and valkey), Red Hat (wireshark), SUSE (afterburn, apache2, busybox, java-21-openjdk, kernel, kernel-livepatch-MICRO-6-0-RT_Update_10, lemon, libexslt0, libgcrypt, libxml2-2, php8, postgresql17, python, python-oslo.utils, python311, python312, python313, and sudo), and Ubuntu (drupal7, erlang, fdkaac, gobgp, jq, linux-aws, linux-aws-6.8, linux-gke, linux-gkeop, linux-nvidia, linux-nvidia-6.8, linux-nvidia-lowlatency, linux-oracle, linux-oracle-6.8, linux-kvm, linux-oracle, and ruby-nokogiri).

An anonymous reader quotes a report from Phys.org: The mission team of NASA's Jupiter-orbiting Juno spacecraft executed a deep-space move in December 2023 to repair its JunoCam imager to capture photos of the Jovian moon Io. Results from the long-distance save were presented during a technical session on July 16 at the Institute of Electrical and Electronics Engineers Nuclear & Space Radiation Effects Conference in Nashville. JunoCam is a color, visible-light camera. The optical unit for the camera is located outside a titanium-walled radiation vault, which protects sensitive electronic components for many of Juno's engineering and science instruments. This is a challenging location because Juno's travels carry it through the most intense planetary radiation fields in the solar system. While mission designers were confident JunoCam could operate through the first eight orbits of Jupiter, no one knew how long the instrument would last after that. Throughout Juno's first 34 orbits (its prime mission), JunoCam operated normally, returning images the team routinely incorporated into the mission's science papers. Then, during its 47th orbit, the imager began showing hints of radiation damage. By orbit 56, nearly all the images were corrupted. While the team knew the issue might be tied to radiation, pinpointing what was specifically damaged within JunoCam was difficult from hundreds of millions of miles away. Clues pointed to a damaged voltage regulator that was vital to JunoCam's power supply. With few options for recovery, the team turned to a process called annealing, where a material is heated for a specified period before slowly cooling. Although the process is not well understood, the idea is that heating can reduce defects in the material. Soon after the annealing process finished, JunoCam began cranking out crisp images for the next several orbits. But Juno was flying deeper and deeper into the heart of Jupiter's radiation fields with each pass. By orbit 55, the imagery had again begun showing problems. "After orbit 55, our images were full of streaks and noise," said JunoCam instrument lead Michael Ravine of Malin Space Science Systems. "We tried different schemes for processing the images to improve the quality, but nothing worked. With the close encounter of Io bearing down on us in a few weeks, it was Hail Mary time: The only thing left we hadn't tried was to crank JunoCam's heater all the way up and see if more extreme annealing would save us." Test images sent back to Earth during the annealing showed little improvement in the first week. Then, with the close approach of Io only days away, the images began to improve dramatically. By the time Juno came within 930 miles (1,500 kilometers) of the volcanic moon's surface on Dec. 30, 2023, the images were almost as good as the day the camera launched, capturing detailed views of Io's north polar region that revealed mountain blocks covered in sulfur dioxide frosts rising sharply from the plains and previously uncharted volcanoes with extensive flow fields of lava. To date, the solar-powered spacecraft has orbited Jupiter 74 times. Recently, the image noise returned during Juno's 74th orbit.

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The US Department of Homeland Security (DHS) and the US Citizenship and Immigration Services (USCIS) intend to reevaluate how H-1B visas are issued, according to a regulatory filing. From a report: The notice, filed on Thursday with the US Office of Management and Budget's Office of Information and Regulatory Affairs (OIRA), seeks the statutory review of a proposed rule titled "Weighted Selection Process for Registrants and Petitioners Seeking To File Cap-Subject H-1B Petitions." Once the review is complete, which could be a matter of days or weeks, the text of the rule is expected to be published in the US Federal Register. Based on the rule title, it appears the government intends to change the system for allocating H-1B visas the current lottery to some system that will favor applicants who meet specified criteria, possibly related to skills. The H-1B visa program, which reached its Fiscal 2026 cap on Friday, allows skilled guest workers to come work in the US. As of 2019, there were about 600,000 H-1B workers in the US, according to USCIS. The foreign worker program is beloved by technology companies, ostensibly to hire talent not readily available from American workers. But H-1B -- along with the Optional Practical Training (OPT) program -- has long been criticized for making it easier to undercut US worker wages, limiting labor rights for immigrants, and for persistent abuse of the rules by outsourcing companies.

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ChatGPT now handles 2.5 billion prompts daily, with 330 million from U.S. users. This surge marks a doubling in usage since December when OpenAI CEO Sam Altman said that users send over 1 billion queries to ChatGPT each day. TechCrunch reports: These numbers show just how ubiquitous OpenAI's flagship product is becoming. Google's parent company, Alphabet, does not release daily search data, but recently revealed that Google receives 5 trillion queries per year, which averages to just under 14 billion daily searches. Independent researchers have found similar trends. Neil Patel of NP Digital estimates that Google receives 13.7 billion searches daily, while research from SparkToro and Datos -- two digital marketing companies -- estimates that the figure is around 16.4 billion per day.

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An anonymous reader shares a report: In 2023 and 2024, the hottest years on record, more than 78 million acres of forests burned around the globe. The fires sent veils of smoke and several billion tons of carbon dioxide into the atmosphere, subjecting millions of people to poor air quality. Extreme forest-fire years are becoming more common because of climate change, new research suggests. "Climate change is loading the dice for extreme fire seasons like we've seen," said John Abatzoglou, a climate scientist at the University of California Merced. "There are going to be more fires like this." The area of forest canopy lost to fire during 2023 and 2024 was at least two times greater than the annual average of the previous nearly two decades, according to a new study published Monday in the journal Proceedings of the National Academy of Sciences. The researchers used imagery from the LANDSAT satellite network to determine how tree cover had changed from 2002 to 2024, and compared that with satellite detections of fire activity to see how much canopy loss was because of fire. Globally, the area of land burned by wildfires has decreased in recent decades, mostly because humans are transforming savannas and grasslands into less flammable landscapes. But the area of forests burned has gone up.

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At least 759 US hospitals experienced network disruptions during the CrowdStrike outage on July 19, 2024, with more than 200 suffering outages that directly affected patient care services, according to a study published in JAMA Network Open by UC San Diego researchers. The researchers detected disruptions across 34% of the 2,232 hospital networks they scanned, finding outages in health records systems, fetal monitoring equipment, medical imaging storage, and patient transfer platforms. Most services recovered within six hours, though some remained offline for more than 48 hours. CrowdStrike dismissed the study as "junk science," arguing the researchers failed to verify whether affected networks actually ran CrowdStrike software. The researchers defended their methodology, noting they could scan only about one-third of America's hospitals, suggesting the actual impact may have been significantly larger.

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alternative_right shares a report from The Conversation: Greek philosophers may not have known about 21st-century technology, but their ideas about intellect and thinking can help us understand what's at stake with AI today. Although the English words "intellect" and "thinking" do not have direct counterparts in the ancient Greek, looking at ancient texts offers useful comparisons. In "Republic," for example, Plato uses the analogy of a "divided line" separating higher and lower forms of understanding. Plato, who taught in the fourth century BCE, argued that each person has an intuitive capacity to recognize the truth. He called this the highest form of understanding: "noesis." Noesis enables apprehension beyond reason, belief or sensory perception. It's one form of "knowing" something -- but in Plato's view, it's also a property of the soul. Lower down, but still above his "dividing line," is "dianoia," or reason, which relies on argumentation. Below the line, his lower forms of understanding are "pistis," or belief, and "eikasia," imagination. Pistis is belief influenced by experience and sensory perception: input that someone can critically examine and reason about. Plato defines eikasia, meanwhile, as baseless opinion rooted in false perception. In Plato's hierarchy of mental capacities, direct, intuitive understanding is at the top, and moment-to-moment physical input toward the bottom. The top of the hierarchy leads to true and absolute knowledge, while the bottom lends itself to false impressions and beliefs. But intuition, according to Plato, is part of the soul, and embodied in human form. Perceiving reality transcends the body -- but still needs one. So, while Plato does not differentiate "intelligence" and "thinking," I would argue that his distinctions can help us think about AI. Without being embodied, AI may not "think" or "understand" the way humans do. Eikasia -- the lowest form of comprehension, based on false perceptions -- may be similar to AI's frequent "hallucinations," when it makes up information that seems plausible but is actually inaccurate. Aristotle, Plato's student, sheds more light on intelligence and thinking. In "On the Soul," Aristotle distinguishes "active" from "passive" intellect. Active intellect, which he called "nous," is immaterial. It makes meaning from experience, but transcends bodily perception. Passive intellect is bodily, receiving sensory impressions without reasoning. We could say that these active and passive processes, put together, constitute "thinking." Today, the word "intelligence" holds a logical quality that AI's calculations may conceivably replicate. Aristotle, however, like Plato, suggests that to "think" requires an embodied form and goes beyond reason alone. Aristotle's views on rhetoric also show that deliberation and judgment require a body, feeling and experience. We might think of rhetoric as persuasion, but it is actually more about observation: observing and evaluating how evidence, emotion and character shape people's thinking and decisions. Facts matter, but emotions and people move us -- and it seems questionable whether AI utilizes rhetoric in this way. Finally, Aristotle's concept of "phronesis" sheds further light on AI's capacity to think. In "Nicomachean Ethics," he defines phronesis as "practical wisdom" or "prudence." "Phronesis" involves lived experience that determines not only right thought, but also how to apply those thoughts to "good ends," or virtuous actions. AI may analyze large datasets to reach its conclusions, but "phronesis" goes beyond information to consult wisdom and moral insight.

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The $500 billion Stargate AI project announced by SoftBank and OpenAI at the White House six months ago has failed to complete a single data center deal and sharply scaled back its near-term plans. The venture, which originally pledged to invest $100 billion "immediately," now aims to build one small data center by year-end, likely in Ohio, according to WSJ. SoftBank and OpenAI have disagreed over crucial partnership terms, including site locations. OpenAI has proceeded independently, signing a deal with Oracle worth more than $30 billion annually starting within three years. That agreement totals 4.5 gigawatts of capacity and would consume power equivalent to more than two Hoover Dams. Combined with a smaller CoreWeave deal, OpenAI has secured nearly as much data center capacity as Stargate promised for this year. SoftBank invested $30 billion in OpenAI earlier this year as part of the infrastructure partnership plans.

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FCC Chairman Brendan Carr is proposing (PDF) to roll back key Biden-era broadband policies, scrapping the long-term gigabit speed goal, halting analysis of broadband affordability, and reinterpreting deployment standards in a way that favors industry metrics over consumer access. The proposal, which is scheduled for a vote on August 7, narrows the scope of Section 706 evaluations to focus on whether broadband is being deployed rather than whether it's affordable or universally accessible. Ars Technica reports: The changes will make it easier for the FCC to give the broadband industry a passing grade in an annual progress report. FCC Chairman Brendan Carr's proposal would give the industry a thumbs-up even if it falls short of 100 percent deployment, eliminate a long-term goal of gigabit broadband speeds, and abandon a new effort to track the affordability of broadband. Section 706 of the Telecommunications Act requires the FCC to determine whether broadband is being deployed "on a reasonable and timely basis" to all Americans. If the answer is no, the US law says the FCC must "take immediate action to accelerate deployment of such capability by removing barriers to infrastructure investment and by promoting competition in the telecommunications market." Generally, Democratic-led commissions have found that the industry isn't doing enough to make broadband universally available, while Republican-led commissions have found the opposite. Democratic-led commissions have also periodically increased the speeds used to determine whether advanced telecommunications capabilities are widely available, while Republican-led commissioners have kept the speed standards the same.

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