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jalvarez13 writes: My venerable HP Officejet Pro 8600 Plus is showing its age and it has become expensive to operate due to the cost of the original cartridges. I tried some alternative cartridges but the printer rejects them. Now that schools still require kids to print stuff at home (mine are in 2nd and 4th grade), and my wife also needs to use the printer, I think it may be wise to invest in a good-quality printer that has a lower cost per page (maybe laser?). In that context, I'd love to have unbiased information about brand quality, printing technology, cost efficiency, and other factors that I might have missed. Any thoughts?

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Disabling Intel graphics security mitigations in GPU compute stacks for OpenCL and Level Zero can yield a performance boost of up to 20%, prompting Ubuntu's Canonical and Intel to disable these mitigations in future Ubuntu packages. Phoronix's Michael Larabel reports: Intel does allow building their GPU compute stack without these mitigations by using the "NEO_DISABLE_MITIGATIONS" build option and that is what Canonical is looking to set now for Ubuntu packages to avoid the significant performance impact. This work will likely all be addressed in time for Ubuntu 25.10. This NEO_DISABLE_MITIGATIONS option is just for compiling the Intel Compute Runtime stack and doesn't impact the Linux kernel security mitigations or else outside of Intel's "NEO" GPU compute stack. Both Intel and Canonical are in agreement with this move and it turns out that even Intel's GitHub binary packages for their Compute Runtime for OpenCL and Level Zero ship with the mitigations disabled due to the performance impact. This Ubuntu Launchpad bug report for the Intel Compute Runtime notes some of the key takeaways. There is also this PPA where Ubuntu developers are currently testing their Compute Runtime builds with NEO_DISABLE_MITIGATIONS enabled for disabling the mitigations.

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An anonymous reader quotes a report from Ars Technica: After a court ordered OpenAI to "indefinitely" retain all ChatGPT logs, including deleted chats, of millions of users, two panicked users tried and failed to intervene. The order sought to preserve potential evidence in a copyright infringement lawsuit raised by news organizations. In May, Judge Ona Wang, who drafted the order, rejected the first user's request (PDF) on behalf of his company simply because the company should have hired a lawyer to draft the filing. But more recently, Wang rejected (PDF) a second claim from another ChatGPT user, and that order went into greater detail, revealing how the judge is considering opposition to the order ahead of oral arguments this week, which were urgently requested by OpenAI. The second request (PDF) to intervene came from a ChatGPT user named Aidan Hunt, who said that he uses ChatGPT "from time to time," occasionally sending OpenAI "highly sensitive personal and commercial information in the course of using the service." In his filing, Hunt alleged that Wang's preservation order created a "nationwide mass surveillance program" affecting and potentially harming "all ChatGPT users," who received no warning that their deleted and anonymous chats were suddenly being retained. He warned that the order limiting retention to just ChatGPT outputs carried the same risks as including user inputs, since outputs "inherently reveal, and often explicitly restate, the input questions or topics input." Hunt claimed that he only learned that ChatGPT was retaining this information -- despite policies specifying they would not -- by stumbling upon the news in an online forum. Feeling that his Fourth Amendment and due process rights were being infringed, Hunt sought to influence the court's decision and proposed a motion to vacate the order that said Wang's "order effectively requires Defendants to implement a mass surveillance program affecting all ChatGPT users." [...] OpenAI will have a chance to defend panicked users on June 26, when Wang hears oral arguments over the ChatGPT maker's concerns about the preservation order. In his filing, Hunt explained that among his worst fears is that the order will not be blocked and that chat data will be disclosed to news plaintiffs who may be motivated to publicly disseminate the deleted chats. That could happen if news organizations find evidence of deleted chats they say are likely to contain user attempts to generate full news articles. Wang suggested that there is no risk at this time since no chat data has yet been disclosed to the news organizations. That could mean that ChatGPT users may have better luck intervening after chat data is shared, should OpenAI's fight to block the order this week fail. But that's likely no comfort to users like Hunt, who worry that OpenAI merely retaining the data -- even if it's never shared with news organizations -- could cause severe and irreparable harms. Some users appear to be questioning how hard OpenAI will fight. In particular, Hunt is worried that OpenAI may not prioritize defending users' privacy if other concerns -- like "financial costs of the case, desire for a quick resolution, and avoiding reputational damage" -- are deemed more important, his filing said.

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Apple's iOS 26 introduces Recovery Assistant, a feature that allows users to restore malfunctioning iPhones without requiring a Mac or PC. The system automatically boots devices into Recovery mode when startup issues occur, displaying the message "This iPhone encountered an issue while starting." Users can then initiate recovery through another Apple device like an iPad, which downloads and installs a newer iOS version onto the malfunctioning iPhone. Apple described Recovery Assistant as "a new way to recover your device if it doesn't start up normally" in release notes for the second iOS 26 beta.

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The number of doctoral graduates globally has grown steadily over recent decades, creating a massive imbalance between PhD holders and available academic positions. Among the 38 OECD countries, new doctorate holders almost doubled between 1998 and 2017. China's doctoral enrollment has exploded from around 300,000 students in 2013 to more than 600,000 in 2023. This growth has forced PhD graduates into non-academic careers at unprecedented rates. A 2023 study of more than 4,500 PhD graduates in the United Kingdom found over two-thirds were employed outside academia. In South Africa, 18% of more than 6,000 PhD graduates reported difficulty finding jobs related to their expertise. Some countries have begun adapting their doctoral programs. Japan, Germany and the United Kingdom now offer training and paid internships during doctoral studies, including "industrial PhD" programs where students conduct research in collaboration with companies.

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