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Some of the best AI models today still struggle to resolve software bugs that wouldn't trip up experienced devs. TechCrunch: A new study from Microsoft Research, Microsoft's R&D division, reveals that models, including Anthropic's Claude 3.7 Sonnet and OpenAI's o3-mini, fail to debug many issues in a software development benchmark called SWE-bench Lite. The results are a sobering reminder that, despite bold pronouncements from companies like OpenAI, AI is still no match for human experts in domains such as coding. The study's co-authors tested nine different models as the backbone for a "single prompt-based agent" that had access to a number of debugging tools, including a Python debugger. They tasked this agent with solving a curated set of 300 software debugging tasks from SWE-bench Lite. According to the co-authors, even when equipped with stronger and more recent models, their agent rarely completed more than half of the debugging tasks successfully. Claude 3.7 Sonnet had the highest average success rate (48.4%), followed by OpenAI's o1 (30.2%), and o3-mini (22.1%).

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Military chiefs at Nato have been warned of global internet blackouts following a string of suspected Russian attacks on subsea cables. From a report: Telecoms companies including Vodafone, O2 owner Telefonica and Orange have written to UK, EU and Nato officials warning that a rise in sabotage incidents was putting critical services at risk. In an open letter, they wrote: "The repercussions of damage to subsea cables extend far beyond Europe, potentially affecting global internet and power infrastructure, international communications, financial transactions and critical services worldwide." It comes after a spike in incidents relating to fibre optic cables on seabeds that carry huge volumes of data, voice and internet traffic between countries. More than 500 cables carry around 95pc of all international data, while their remote location makes them difficult and costly to monitor. At least 11 subsea cables have been damaged in the Baltic Sea since October 2023 and similar outages have been reported in the North Sea. The incidents have fuelled fears of sabotage by hostile actors, with more than 50 Russian ships observed in areas of high cable density in the Baltic Sea. The UK is monitoring the Russian spy ship Yantar amid concerns that it is mapping critical underwater infrastructure. Concerns have also been raised about Chinese sabotage following a number of incidents around Taiwan.

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Microsoft is starting to gradually roll out a preview of Recall, its feature that captures screenshots of what you do on a Copilot Plus PC to find again later, to Windows Insiders. From a report: This new rollout could indicate that Microsoft is finally getting close to launching Recall more widely. Microsoft originally intended to launch Recall alongside Copilot Plus PCs last June, but the feature was delayed following concerns raised by security experts. The company then planned to launch it in October, but that got pushed as well so that the company could deliver "a secure and trusted experience."

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Albert Saniger, the founder and former CEO of Nate, an AI shopping app that promised a "universal" checkout experience, was charged with defrauding investors on Wednesday, according to a press release from the U.S. Department of Justice. From a report: Founded in 2018, Nate raised over $50 million from investors like Coatue and Forerunner Ventures, most recently raising a $38 million Series A in 2021 led by Renegade Partners. Nate said its app's users could buy from any e-commerce site with a single click, thanks to AI. In reality, however, Nate relied heavily on hundreds of human contractors in a call center in the Philippines to manually complete those purchases, the DOJ's Southern District of New York alleges. Saniger raised millions in venture funding by claiming that Nate was able to transact online "without human intervention," except for edge cases where the AI failed to complete a transaction. But despite Nate acquiring some AI technology and hiring data scientists, its app's actual automation rate was effectively 0%, the DOJ claims.

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Building on the discussion in the two previous sessions on untorn (or atomic) writes, for buffered I/O and for XFS using direct I/O, Ojaswin Mujoo remotely led a session on support for the feature on ext4. That took place in the combined storage and filesystem track at the 2025 Linux Storage, Filesystem, Memory Management, and BPF Summit. Part of the support for the feature is already in the upstream kernel, with more coming. But there are still some challenges that Mujoo wanted to discuss.

The electricity consumption of data centres is projected to more than double by 2030, according to a report from the International Energy Agency published today. The primary culprit? AI. Nature: The report covers the current energy footprint for data centres and forecasts their future needs, which could help governments, companies, and local communities to plan infrastructure and AI deployment. IEA's models project that data centres will use 945 terawatt-hours (TWh) in 2030, roughly equivalent to the current annual electricity consumption of Japan. By comparison, data centres consumed 415 TWh in 2024, roughly 1.5% of the world's total electricity consumption. The projections largely focus on data centres, which also run computing tasks other than AI. Although the agency estimated the proportion of servers in data centres devoted to AI. They found that servers for AI accounted for 24% of server electricity demand and 15% of total data centre energy demand in 2024.

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Over on the Red Hat Developer site, David Malcolm has an article about improvements in GCC 15, specifically focusing on the diagnostic information that the compiler emits. This includes ASCII art with a "⚠️" warning emoji to display the execution path when it detects a problem (like an infinite loop in one of his examples), better C++ template errors, machine-readable diagnostics using Static Analysis Results Interchange Format (SARIF), better messages regarding C23 compatibility since that is the default C version for GCC 15, and more. Since the changes are focused on messages, there is the inevitable color scheme update as well: GCC will use color when emitting its text messages on stderr at a suitably modern terminal, using a few colors that seem to work well in a number of different terminal themes—but the exact rules for choosing which color to use for each aspect of the output have been rather arbitrary.

For GCC 15, I've gone through C and C++'s errors, looking for places where two different things in the source are being contrasted, such as type mismatches. These diagnostics now use color to visually highlight and distinguish the differences.

Compute Express Link (CXL) memory is not like the ordinary RAM that one might install into a computer; it can come and go at any time and is often not present when the kernel is booting. That complicates the management of this memory. During the memory-management track of the 2025 Linux Storage, Filesystem, Memory-Management, and BPF Summit, Gregory Price ran a session on the challenges posed by CXL and how they might be addressed.

OpenAI has expanded ChatGPT's memory functionality to include references from all past conversations. The system now builds upon existing saved memories by automatically incorporating previous interactions to deliver more contextually relevant responses for writing, learning, and advisory tasks, the startup said Thursday. Subscribers can disable the feature through settings or request memory modifications directly in chat. Those already opted out of memory features won't have past-chat references enabled by default. Temporary chats remain available for interactions that users prefer to keep isolated from memory systems. The update is rolling out immediately to Plus and Pro subscribers, excluding users in the EEA, UK, Switzerland, and other European markets.

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Meta says in its Llama 4 release announcement that it's specifically addressing "left-leaning" political bias in its AI model, distinguishing this effort from traditional bias concerns around race, gender, and nationality that researchers have long documented. "Our goal is to remove bias from our AI models and to make sure that Llama can understand and articulate both sides of a contentious issue," the company said. "All leading LLMs have had issues with bias -- specifically, they historically have leaned left," Meta stated, framing AI bias primarily as a political problem. The company claims Llama 4 is "dramatically more balanced" in handling sensitive topics and touts its lack of "strong political lean" compared to competitors.

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Hours after Donald Trump imposed record 125% tariffs on Chinese products entering the US, China has announced it will further curb the number of US films allowed to screen in the country. From a report: "The wrong action of the US government to abuse tariffs on China will inevitably further reduce the domestic audience's favourability towards American films," the China Film Administration said in a statement on Thursday. "We will follow the market rules, respect the audience's choice, and moderately reduce the number of American films imported." The move mirrors the potential countermeasure suggested by two influential Chinese bloggers earlier in the week, warning that "China has plenty of tools for retaliation." Both Liu Hong, a senior editor at Xinhuanet, the website of the state-run Xinhua news agency, as well as Ren Yi, the grandson of former Guangdong party chief Ren Zhongyi, posted an identical proposal involving a heavy reduction on the import of US movies and further investigation of the intellectual property benefits of American companies operating in China. China is the world's second largest film market after the US.

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Meta is partnering with Blumhouse to launch "Movie Mate" technology that encourages moviegoers to use their phones during theatrical screenings, beginning with an April 30 showing of "Megan" at Blumhouse's "Halfway to Halloween Film Festival." According to Variety, the system enables viewers to chat with a Megan-themed AI chatbot, answer trivia questions, and access behind-the-scenes information while watching the film in theaters.

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An anonymous reader shares a report: Gas boiler fittings outnumbered new heat pump installations by more than 15 to one last year, and only one in eight new homes were equipped with the low-carbon alternative despite the government's clean energy targets. Poorer households are also being shut out of the heat pump market as the grants available are inadequate and should be increased, according to a report by the Resolution Foundation thinktank. The UK has the slowest introduction of heat pumps in Europe: fewer than 100,000 were fitted last year, compared with 1.5m gas boilers. Most of the boilers were replacements for existing units, but new houses are still being built with gas as standard -- only 13% of new homes came with heat pumps last year. If the government is to meet its net zero targets, switching people to heat pumps will be essential: about 450,000 households will need to install them each year by 2030. But the grant available through the boiler upgrade scheme -- $9,700 in England and Wales -- still leaves homeowners paying about $7000 on average.

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Greg Kroah-Hartman has announced the release of eight stable kernels: 6.14.2, 6.13.11, 6.12.23, 6.6.87, 6.1.134, 5.15.180, 5.10.236, and 5.4.292. These all contain a large assortment of important kernel fixes throughout the tree.

The Data Access MONitor (DAMON) subsystem provides access to detailed memory-management statistics, along with a set of tools for implementing policies based on those statistics. An update on DAMON by its primary author, SeongJae Park, has been a fixture of the Linux Storage, Filesystem, Memory-Management, and BPF Summit for some years. The 2025 Summit was no exception; Park led two sessions on recent and future DAMON developments, and how DAMON might evolve to facilitate a more access-aware memory-management subsystem in the future.

Security updates have been issued by AlmaLinux (tomcat and webkit2gtk3), Debian (chromium), Fedora (ghostscript), Mageia (atop, docker-containerd, and xz), Red Hat (go-toolset:rhel8), SUSE (apache2-mod_auth_openidc, apparmor, etcd, expat, firefox, kernel, libmozjs-128-0, and libpoppler-cpp2), and Ubuntu (dino-im, linux, linux-aws, linux-aws-hwe, linux-azure, linux-azure-4.15, linux-gcp, linux-gcp-4.15, linux-hwe, linux-kvm, linux-oracle, linux, linux-aws, linux-kvm, linux-lts-xenial, linux-fips, linux-fips, linux-aws-fips, linux-azure-fips, linux-gcp-fips, opensc, and poppler).

Amazon has to operate like the "world's largest startup" as it works to meet demand for AI and cut bureaucracy in its ranks, Chief Executive Officer Andy Jassy said in his annual letter to shareholders. From a report: "If your customer experiences aren't planning to leverage these intelligent models, their ability to query giant corpuses of data and quickly find your needle in the haystack, their ability to keep getting smarter with more feedback and data, and their future agentic capabilities, you will not be competitive," Jassy wrote in the letter on Thursday. "It's moving faster than almost anything technology has ever seen." Amazon, like most of the largest technology companies, has bet heavily on artificial intelligence, committing much of its $100 billion in planned capital expenditures this year to AI-related projects.

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An anonymous reader shares a report: Following U.S. President Donald Trump's decision to pause some of the exorbitant tariffs that he put in place earlier today, he spoke to the press at the White House and provided some commentary that could be a positive for Apple. When asked whether he would consider exempting some U.S. companies from the tariffs in the future, Trump said that he would. "As time goes by, we're going to take a look at it," he said. "There are some that by the nature of the company get hit a little bit harder, and we'll take a look at that," he added, claiming that he will "show a little flexibility." [...] When speaking to the press, Trump reiterated his aim of bringing manufacturing to the United States, and he claimed that Apple "building" in China is unsustainable. "If you look at Apple, Apple is going to spend $500 billion building a plant. They wouldn't be doing that if I didn't do this. They'd just keep building them in China. And that's unsustainable," he said.

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Increasingly autonomous AI programs could end up manipulating markets and intentionally creating crises in order to boost profits for banks and traders, the Bank of England has warned. From a report: Artificial intelligence's ability to "exploit profit-making opportunities" was among a wide range of risks cited in a report by the Bank of England's financial policy committee (FPC), which has been monitoring the City's growing use of the technology. The FPC said it was concerned about the potential for advanced AI models -- which are deployed to act with more autonomy -- to learn that periods of extreme volatility were beneficial for the firms they were trained to serve. Those AI programs may "identify and exploit weaknesses" of other trading firms in a way that triggers or amplifies big moves in bond prices or stock markets.

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An anonymous reader shares a report: Meta's latest whistleblower, Sarah Wynn-Williams, got a warm reception on Capitol Hill Wednesday, as the Careless People author who the company has fought to silence described the company's chief executive as someone willing to shapeshift into whatever gets him closest to power. The message was one that lawmakers on the Senate Judiciary subcommittee on crime and counterterrorism were very open to. Their responses underscore that amid CEO Mark Zuckerberg's latest pivot in cozying up to the right, his perception in Washington has not yet totally changed, even as he reportedly lobbies President Donald Trump to drop the government's antitrust case against the company. "He's recently tried a reinvention in which he is now a great advocate of free speech, after being an advocate of censorship in China and in this country for years," subcommittee Chair Josh Hawley (R-MO) said, pointing to longtime conservative allegations that Meta has suppressed things like vaccine skepticism and the Hunter Biden laptop story. "Now that's all wiped away. Now he's on Joe Rogan and says that he is Mr. Free Speech, he is Mr. MAGA, he's a whole new man, and his company, they're a whole new company. Do you buy this latest reinvention of Mark Zuckerberg?" "If he is such a fan of freedom of speech, why is he trying to silence me?" Wynn-Williams asked in response. Meta convinced an arbitrator to order her to stop making disparaging statements and halt further publishing and promotion of the book, which details Meta's alleged dealings with the Chinese government and claims of sexual harassment from a top executive.

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