Comment Re:Mixed feelings. (Score 1) 62
They do work at the User Data Extraction Factory, after all...
Submission + - AI finds signs of pancreatic cancer before tumors develop (nbcnews.com)
fjo3 writes: An AI model developed at the Mayo Clinic in Rochester, Minnesota, detected abnormalities on patients’ CT scans up to three years before they were diagnosed with pancreatic cancer, according to research published this week in the journal Gut.
The scientists behind the model, which is now being evaluated in a clinical trial, trained it by feeding it CT scans from patients who had been screened for other medical conditions then were later diagnosed with pancreatic cancer. The team then had radiologists review the scans and compared their ability to find early signs of cancer to that of the AI model. The model was found to be three times better at identifying the early signs.
The scientists behind the model, which is now being evaluated in a clinical trial, trained it by feeding it CT scans from patients who had been screened for other medical conditions then were later diagnosed with pancreatic cancer. The team then had radiologists review the scans and compared their ability to find early signs of cancer to that of the AI model. The model was found to be three times better at identifying the early signs.
Submission + - Plant Seeds Do Something Incredible When The Sound of Rain Strikes (sciencealert.com)
alternative_right writes: Plant seeds can sense the vibrations generated by falling raindrops and
respond by waking from their state of dormancy to welcome the water,
new research shows.
respond by waking from their state of dormancy to welcome the water,
new research shows.
Submission + - Robots are building clay homes in Central Texas using dirt from the ground (kxan.com)
alternative_right writes: A startup south of Austin is using robots to build homes out of clay pulled directly from the ground â" a new approach aimed at lowering costs and changing how houses are built.
Submission + - Copy Fail exploit lets 732 bytes hijack Linux systems and quietly grab root (nerds.xyz)
BrianFagioli writes: A newly disclosed Linux kernel vulnerability called Copy Fail (CVE-2026-31431) allows an unprivileged user to gain root access using a tiny 732-byte script, and it works with unsettling consistency across major distributions. Unlike older exploits that relied on race conditions or fragile timing, this one is a straight-line logic flaw in the kernelâ(TM)s crypto subsystem. It abuses AF_ALG sockets and splice to overwrite a few bytes in the page cache of a target file, such as /usr/bin/su. Because the kernel executes from the page cache, not directly from disk, the attacker can inject code into a setuid binary in memory and immediately escalate privileges.
What makes this especially concerning is how quiet it is. The file on disk remains unchanged, so standard integrity checks see nothing wrong, while the in-memory version has already been tampered with. The same primitive can also cross container boundaries since the page cache is shared, raising the stakes for multi-tenant environments and Kubernetes nodes. The underlying issue traces back to an in-place optimization added years ago, now being rolled back as part of the fix. Until patched kernels are widely deployed, this is one of those bugs that feels less like a theoretical risk and more like a practical, reliable path to full system compromise.
What makes this especially concerning is how quiet it is. The file on disk remains unchanged, so standard integrity checks see nothing wrong, while the in-memory version has already been tampered with. The same primitive can also cross container boundaries since the page cache is shared, raising the stakes for multi-tenant environments and Kubernetes nodes. The underlying issue traces back to an in-place optimization added years ago, now being rolled back as part of the fix. Until patched kernels are widely deployed, this is one of those bugs that feels less like a theoretical risk and more like a practical, reliable path to full system compromise.
Submission + - Longevity Escape Velocity Achieved Within Three Years (popularmechanics.com)
frdmfghtr writes: Popular Mechanics has a story about the rate at which lifespans are being extended by medical technology will surpass actual aging.
From the article:
"There's a controversial idea floating around the futurist community of "longevity escape velocity." It sounds super sci-fi, but it's basi-
cally the idea that as our life extension technology gets better, our life expectancy could increase by more than we age over a set period of time. For example, as medical innovations continue to move forward, we would still age a year over the span of a year. But our life expectancy would go up by, say, a year and two months, meaning we would functionally get two months of life back."
From the article:
"There's a controversial idea floating around the futurist community of "longevity escape velocity." It sounds super sci-fi, but it's basi-
cally the idea that as our life extension technology gets better, our life expectancy could increase by more than we age over a set period of time. For example, as medical innovations continue to move forward, we would still age a year over the span of a year. But our life expectancy would go up by, say, a year and two months, meaning we would functionally get two months of life back."
Submission + - US government ramps up mass surveillance (theconversation.com) 2
sinij writes:
People have little choice when buying devices, using apps or opening accounts but to agree to lengthy terms that include consent for companies to collect and sell their personal data. This “consent” allows their data to end up in the largely unregulated commercial data market. The government claims it can lawfully purchase this data from data brokers. But in buying your data in bulk on the commercial market, the government is circumventing the Constitution, Supreme Court decisions and federal laws designed to protect your privacy from unwarranted government overreach.
Still nothing to hide?
Submission + - Tesla Admits Pre-2023 Hardware Will Never Achieve Full Autonomy 2
DeanonymizedCoward writes: According to Gizmodo, Tesla CEO Elon Musk has admitted on an earnings call that Tesla's "Hardware 3," used in most pre-2023 models, does not have the capability to support fully autonomous driving. “Unfortunately, Hardware 3, I wish it were otherwise, but Hardware 3 simply does not have the capability to achieve unsupervised FSD,” Musk said during the call. “We did think at one point it would, but relative to Hardware 4 it has only 1/8 the memory bandwidth of Hardware 4.”
All hope is not (yet) lost for owners of older Tesla vehicles, though: Musk proposes a "discounted trade-in" program, as well as the deployment of "mini-factories" to streamline the installation of new computers and cameras into older vehicles. It remains to be seen whether this will materialize.
All hope is not (yet) lost for owners of older Tesla vehicles, though: Musk proposes a "discounted trade-in" program, as well as the deployment of "mini-factories" to streamline the installation of new computers and cameras into older vehicles. It remains to be seen whether this will materialize.
Submission + - Little Caesars drone delivery proves even terrible pizza can fly (nerds.xyz)
BrianFagioli writes: Flytrex is expanding its drone delivery ambitions with a new partnership with Little Caesars, and the hook here is scale. The companyâ(TM)s new Sky2 drone can carry up to 8.8 pounds, which is enough for two large pizzas, sides, and drinks in a single flight. That may not sound like a big leap, but most drone delivery efforts so far have been limited to small, lightweight orders. This setup stretches to about four miles and Flytrex claims roughly 4.5 minutes from takeoff to drop-off, with direct integration into restaurant ordering systems to cut down on delays. The drone itself uses an eight-motor design for redundancy, dual batteries, and high-precision navigation, plus onboard AI managing flight operations.
If you care about the tech, this is one of the more practical implementations weâ(TM)ve seen, especially with recent FAA approvals for beyond visual line of sight flights and partnerships forming across the delivery ecosystem. If you care about the food, well, thatâ(TM)s a different conversation. As someone from Long Island, Iâ(TM)m not convinced that shaving minutes off delivery time suddenly makes chain pizza desirable, even if it arrives via autonomous octocopter. Still, convenience tends to win, and if suburban customers can get dinner dropped in their yard without dealing with traffic or drivers, this kind of system might actually stick.
If you care about the tech, this is one of the more practical implementations weâ(TM)ve seen, especially with recent FAA approvals for beyond visual line of sight flights and partnerships forming across the delivery ecosystem. If you care about the food, well, thatâ(TM)s a different conversation. As someone from Long Island, Iâ(TM)m not convinced that shaving minutes off delivery time suddenly makes chain pizza desirable, even if it arrives via autonomous octocopter. Still, convenience tends to win, and if suburban customers can get dinner dropped in their yard without dealing with traffic or drivers, this kind of system might actually stick.
Submission + - Your phone's next speed boost may come from magnetic chips (phys.org)
alternative_right writes: A new technology has been proposed that could fundamentally solve the issue of smartphones overheating during high-spec gaming or extended video streaming. Researchers at KAIST have discovered the principle of processing signals using the minute vibrations of magnets (spin waves) instead of electrons. This method significantly reduces heat generation and power consumption while enabling instantaneous frequency switching within the several GHz range. This breakthrough is expected to pave the way for smart devices with less heat and longer battery life, as well as ultra-low-power, high-speed computing.
Submission + - Billionaire backer sues Trump family's crypto firm over alleged extortion (bbc.co.uk)
Alain Williams writes: The Trump family's World Liberty crypto venture is being sued by one of its billionaire backers over allegations of extortion.
Justin Sun has accused World Liberty of an "illegal scheme" to seize his WLFI tokens, a cryptocurrency issued by the company.
Sun alleges the firm, co-founded by US President Donald Trump and his son Eric Trump, has "frozen" all of his tokens and stripped him of his right to vote on governance issues.
Justin Sun has accused World Liberty of an "illegal scheme" to seize his WLFI tokens, a cryptocurrency issued by the company.
Sun alleges the firm, co-founded by US President Donald Trump and his son Eric Trump, has "frozen" all of his tokens and stripped him of his right to vote on governance issues.
Submission + - The Demand Destruction of Oil (theconversation.com)
hwstar writes: For the first time ever, more than 50 nations will gather next week in Colombia to hash out how to wind down and end their dependence on coal, oil and gas. The history-making conference was planned before the Iran war. But this year’s energy crisis has greatly raised the stakes.
Around 80% of the trapped oil was destined for the Asia-Pacific. Faced with dwindling supply, the region’s governments are implementing emergency measures such as sending workers home, banning government travel, rationing fuel and cutting school hours. The problem is especially bad in the Pacific. Many island nations use diesel for power generation. In response, leaders declared a regional emergency.
But this energy crisis is different from half a century ago in that fossil fuel alternatives are ready for prime time. Since the 1970s, the price of solar panels has fallen 99.9%, while the cost of wind has fallen 91% since 1984. Battery prices have fallen 99% since 1991.
This year’s oil shock shows signs of creating an unplanned social tipping point – a threshold for self-propelling change beyond which systems shift from one state to another. Climate scientists warn of climate tipping points which amplify feedback and accelerate warming. But social scientists also point to positive tipping points – collective action that rapidly accelerates climate action.
Around 80% of the trapped oil was destined for the Asia-Pacific. Faced with dwindling supply, the region’s governments are implementing emergency measures such as sending workers home, banning government travel, rationing fuel and cutting school hours. The problem is especially bad in the Pacific. Many island nations use diesel for power generation. In response, leaders declared a regional emergency.
But this energy crisis is different from half a century ago in that fossil fuel alternatives are ready for prime time. Since the 1970s, the price of solar panels has fallen 99.9%, while the cost of wind has fallen 91% since 1984. Battery prices have fallen 99% since 1991.
This year’s oil shock shows signs of creating an unplanned social tipping point – a threshold for self-propelling change beyond which systems shift from one state to another. Climate scientists warn of climate tipping points which amplify feedback and accelerate warming. But social scientists also point to positive tipping points – collective action that rapidly accelerates climate action.
Submission + - Chinese passive switch spying on you (pilulerouge.ca)
antatack writes: Canadian company find affordable network hardware could secretly enable large-scale espionage, creating serious risks for privacy and national security.
From the original article in french.
From the original article in french.
Comment Costco has no excuses (Score 1, Interesting) 169
They know exactly what I've bought from them and when, so computing the tariffs I've paid through them is a matter of database queries.
They know how to give the money back to me - they send me a credit based on my executive membership every year, and that would be an acceptable and minimally painful way to refund the tariff windfall. They could give Costco store credit cards to non-executive members.
Submission + - Trump Administration to Begin Refunding $166 Billion in Tariffs 1
hcs_$reboot writes: After a Supreme Court of the United States ruling in Feb. 2026, many tariffs imposed by the Trump administration were declared illegal, because the president overstepped his authority.
As a result, the U.S. government now has to refund a massive amount of money, around $160-170+ billion, paid mainly by importers.
On April 20, 2026, the administration launched a system/portal (run by U.S. Customs and Border Protection) so companies can start filing claims to get their money back.
Who gets the money?
— Primarily importers and companies, since they were the ones who directly paid the tariffs.
— Consumers generally won’t get refunds, even though they often bore the cost through higher prices.
How it will work
— Claims are submitted electronically.
— Refunds (with interest) could take 60–90 days per claim, but the overall process may take much longer due to scale and complexity.
Challenges and uncertainties
— The process is logistically huge (hundreds of thousands of importers, millions of shipments).
— There are legal disputes over whether companies must pass refunds on to consumers.
— Delays and administrative issues are expected, possibly stretching the process over years.
As a result, the U.S. government now has to refund a massive amount of money, around $160-170+ billion, paid mainly by importers.
On April 20, 2026, the administration launched a system/portal (run by U.S. Customs and Border Protection) so companies can start filing claims to get their money back.
Who gets the money?
— Primarily importers and companies, since they were the ones who directly paid the tariffs.
— Consumers generally won’t get refunds, even though they often bore the cost through higher prices.
How it will work
— Claims are submitted electronically.
— Refunds (with interest) could take 60–90 days per claim, but the overall process may take much longer due to scale and complexity.
Challenges and uncertainties
— The process is logistically huge (hundreds of thousands of importers, millions of shipments).
— There are legal disputes over whether companies must pass refunds on to consumers.
— Delays and administrative issues are expected, possibly stretching the process over years.
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