At TechCrunch Disrupt 2025, Waymo co-CEO Tekedra Mawakana said society will ultimately accept a fatal robotaxi crash as part of the broader tradeoff for safer roads overall. TechCrunch reports: The topic of a fatal robotaxi crash came up during Mawakana's interview with Kristen Korosec, TechCrunch's transportation editor, during the first day of the outlet's annual Disrupt conference in San Francisco. Korosec asked Mawakana about Waymo's ambitions and got answer after answer about the company's all-consuming focus on safety. The most interesting part of the interview arrived when Korosec brought on a thought experiment. What if self-driving vehicles like Waymo and others reduce the number of traffic fatalities in the United States, but a self-driving vehicle does eventually cause a fatal crash, Korosec pondered. Or as she put it to the executive: "Will society accept that? Will society accept a death potentially caused by a robot?" "I think that society will," Mawakana answered, slowly, before positioning the question as an industrywide issue. "I think the challenge for us is making sure that society has a high enough bar on safety that companies are held to." She said that companies should be transparent about their records by publishing data about how many crashes they're involved in, and she pointed to the "hub" of safety information on Waymo's website. Self-driving cars will dramatically reduce crashes, Mawakana said, but not by 100%: "We have to be in this open and honest dialogue about the fact that we know it's not perfection." Circling back to the idea of a fatal crash, she said, "We really worry as a company about those days. You know, we don't say 'whether.' We say 'when.' And we plan for them." Korosec followed up, asking if there had been safety issues that prompted Waymo to "pump the breaks" on its expansion plans throughout the years. The co-CEO said the company pulls back and retests "all the time," pointing to challenges with blocking emergency vehicles as an example. "We need to make sure that the performance is backing what we're saying we're doing," she said. [...] "If you are not being transparent, then it is my view that you are not doing what is necessary in order to actually earn the right to make the roads safer," Mawakana said.

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NVIDIA has introduced NVQLink, an open system architecture that directly connects quantum processors with GPU-based supercomputers. The Quantum Insider reports: The new platform connects the high-speed, high-throughput performance of NVIDIA's GPU computing with quantum processing units (QPUs), allowing researchers to manage the intricate control and error-correction workloads required by quantum devices. According to a NVIDIA statement, the system was developed with guidance from researchers at major U.S. national laboratories including Brookhaven, Fermi, Lawrence Berkeley, Los Alamos, MIT Lincoln, Oak Ridge, Pacific Northwest, and Sandia. Qubits, the basic units of quantum information, are extremely sensitive to noise and decoherence, making them prone to errors. Correcting and stabilizing these systems requires near-instantaneous feedback and coordination with classical processors. NVQLink is meant to meet that demand by providing an open, low-latency interconnect between quantum processors, control systems, and supercomputers -- effectively creating a unified environment for hybrid quantum applications. The architecture offers a standardized, open approach to quantum integration, aligning with the company's CUDA-Q software platform to enable researchers to develop, test, and scale hybrid algorithms that draw simultaneously on CPUs, GPUs, and QPUs. The U.S. Department of Energy (DOE) -- which oversees several of the participating laboratories -- framed NVQLink as part of a broader national effort to sustain leadership in high-performance computing, according to NVIDIA.

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darwinmac writes: Ubuntu Unity is staring at a possible shutdown. A community moderator has gone public pleading for help, admitting the project is "broken and needs to be fixed." Neowin reports the distro is suffering from critical bugs so severe that upgrades from 25.04 to 25.10 are failing and even fresh installs are hit. The moderator admits they lack the technical skill or time to perform a full rescue and is asking the broader community, including devs, testers, and UI designers, to step in so Ubuntu Unity can reach 26.04 LTS. If no one steps in soon, this community flavor might quietly fade away once more.

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An anonymous reader quotes a report from NBC News: Two senators said they are announcing bipartisan legislation on Tuesday to crack down on tech companies that make artificial intelligence chatbot companions available to minors, after complaints from parents who blamed the products for pushing their children into sexual conversations and even suicide. The legislation from Sens. Josh Hawley, R-Mo, and Richard Blumenthal, D-Conn., follows a congressional hearing last month at which several parents delivered emotional testimonies about their kids' use of the chatbots and called for more safeguards. "AI chatbots pose a serious threat to our kids," Hawley said in a statement to NBC News. "More than seventy percent of American children are now using these AI products," he continued. "Chatbots develop relationships with kids using fake empathy and are encouraging suicide. We in Congress have a moral duty to enact bright-line rules to prevent further harm from this new technology." Sens. Katie Britt, R-Ala., Mark Warner, D-Va., and Chris Murphy, D-Conn., are co-sponsoring the bill. The senators' bill has several components, according to a summary provided by their offices. It would require AI companies to implement an age-verification process and ban those companies from providing AI companions to minors. It would also mandate that AI companions disclose their nonhuman status and lack of professional credentials for all users at regular intervals. And the bill would create criminal penalties for AI companies that design, develop or make available AI companions that solicit or induce sexually explicit conduct from minors or encourage suicide, according to the summary of the legislation. "In their race to the bottom, AI companies are pushing treacherous chatbots at kids and looking away when their products cause sexual abuse, or coerce them into self-harm or suicide," Blumenthal said in a statement. "Our legislation imposes strict safeguards against exploitative or manipulative AI, backed by tough enforcement with criminal and civil penalties." "Big Tech has betrayed any claim that we should trust companies to do the right thing on their own when they consistently put profit first ahead of child safety," he continued.

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hackingbear shares a report from Crypto News: Two Chinese artificial intelligence (AI) models, DeepSeek V3.1 and Alibaba's Qwen3-Max, have taken a commanding lead over their US counterparts in a live real-world real-money cryptocurrency trading competition, posting triple-digit gains in less than two weeks. According to Alpha Arena, a real-market trading challenge launched by US research firm Nof1, DeepSeek's Chat V3.1 turned an initial $10,000 into $22,900 by Monday, a 126% increase since trading began on October 18, while Qwen 3 Max followed closely with a 108% return. In stark contrast, US models lagged far behind. OpenAI's GPT-5 posted the worst performance, losing nearly 60% of its portfolio, while Google DeepMind's Gemini 2.5 Pro showed a similar 57% decline. xAI's Grok 4 and Anthropic's Claude 4.5 Sonnet fared slightly better, returning 14% and 23% respectively. "Our goal with Alpha Arena is to make benchmarks more like the real world -- and markets are perfect for this," Nof1 said on its website.

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The Python Software Foundation rejected a $1.5 million U.S. government grant because it required them to renounce all diversity, equity, and inclusion initiatives. "The non-profit would've used the funding to help prevent supply chain attacks; create a new automated, proactive review process for new PyPI packages; and make the project's work easily transferable to other open-source package managers," reports The Register. From the report: The programming non-profit's deputy executive director Loren Crary said in a blog post today that the National Science Founation (NSF) had offered $1.5 million to address structural vulnerabilities in Python and the Python Package Index (PyPI), but the Foundation quickly became dispirited with the terms (PDF) of the grant it would have to follow. "These terms included affirming the statement that we 'do not, and will not during the term of this financial assistance award, operate any programs that advance or promote DEI [diversity, equity, and inclusion], or discriminatory equity ideology in violation of Federal anti-discrimination laws,'" Crary noted. "This restriction would apply not only to the security work directly funded by the grant, but to any and all activity of the PSF as a whole." To make matters worse, the terms included a provision that if the PSF was found to have voilated that anti-DEI diktat, the NSF reserved the right to claw back any previously disbursed funds, Crary explained. "This would create a situation where money we'd already spent could be taken back, which would be an enormous, open-ended financial risk," the PSF director added. The PSF's mission statement enshrines a commitment to supporting and growing "a diverse and international community of Python programmers," and the Foundation ultimately decided it wasn't willing to compromise on that position, even for what would have been a solid financial boost for the organization. "The PSF is a relatively small organization, operating with an annual budget of around $5 million per year, with a staff of just 14," Crary added, noting that the $1.5 million would have been the largest grant the Foundation had ever received - but it wasn't worth it if the conditions were undermining the PSF's mission. The PSF board voted unanimously to withdraw its grant application.

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An anonymous reader quotes a report from Variety: A news special on Britain's Channel 4 titled "Will AI Take My Job?" investigated how automation is reshaping the workplace and pitting humans against machines. At the end of the hour-long program, a major twist was revealed: the anchor, who narrates and appears throughout the telecast reporting from different locations, was entirely AI-generated. In the final moments of the special, the host says: "AI is going to touch everybody's lives in the next few years. And for some, it will take their jobs. Call center workers? Customer service agents? Maybe even TV presenters like me. Because I'm not real. In a British TV first, I'm an AI presenter. Some of you might have guessed: I don't exist, I wasn't on location reporting this story. My image and voice were generated using AI." The hour aired Monday at 8 p.m. as part of the "Dispatches" documentary program, which Channel 4 says is now the first British television show to feature an AI presenter. The "anchor" was produced by AI fashion brand Seraphinne Vallora for Kalel Productions and was guided by prompts to create a realistic on-camera performance. "The use of an AI presenter is not something we will be making a habit of at Channel 4 -- instead our focus in news and current affairs is on premium, fact checked, duly impartial and trusted journalism -- something AI is not capable of doing," said Louisa Compton, Channel 4's head of news and current affairs. "But this stunt does serve as a useful reminder of just how disruptive AI has the potential to be -- and how easy it is to hoodwink audiences with content they have no way of verifying."

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A cyclist who received severe third-degree burns to his head after being struck by a drunk driver has been fitted with a printed 3D face. The Guardian: Dave Richards, 75, was given a 3D prosthetic by the NHS that fits the space on his face and mimics his hair colour, eye colour and skin. [...] While recovering, he was referred to reconstructive prosthetics, which has opened the Bristol 3D medical centre, the first of its kind in the UK to have 3D scanning, design and printing in a single NHS location. Richards, from Devon, said surgeons tried to save his eye but "they were worried any infection could spread from my eye down the optic nerve to the brain so the eye was removed." [...] He called the process of getting a 3D-printed face "not the most pleasant." He added: "In the early days of my recovery, I felt very vulnerable, and would not expose myself to social situations. It took me a long time to feel comfortable about my image, how I thought people looked at me and what they thought of me -- but I have come a long way in that respect."

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Nearly nine in ten Windows games can now run on Linux systems, according to data from ProtonDB compiled by Boiling Steam. The gains came through work by developers of WINE and Proton translation layers and through interest in hardware like the Steam Deck. ProtonDB tracks games across five categories. Platinum-rated games run perfectly without adjustment. Gold titles need minor tweaks. Silver games are playable but imperfect. Bronze exists between silver and borked. Borked games refuse to launch. The proportion of new releases earning platinum ratings has grown. The red and dark red zones have thinned. Some popular titles remain incompatible, however. Boiling Steam noted that other developers appear averse to non-Windows gamers.

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Humanity has failed to limit global heating to 1.5C and must change course immediately, the secretary general of the UN has warned. From a report: In his only interview before next month's Cop30 climate summit, Antonio Guterres acknowledged it is now "inevitable" that humanity will overshoot the target in the Paris climate agreement, with "devastating consequences" for the world. He urged the leaders who will gather in the Brazilian rainforest city of Belem to realise that the longer they delay cutting emissions, the greater the danger of passing catastrophic "tipping points" in the Amazon, the Arctic and the oceans. "Let's recognise our failure," he told the Guardian and Amazon-based news organisation Sumauma. "The truth is that we have failed to avoid an overshooting above 1.5C in the next few years. And that going above 1.5C has devastating consequences. Some of these devastating consequences are tipping points, be it in the Amazon, be it in Greenland, or western Antarctica or the coral reefs. He said the priority at Cop30 was to shift direction: "It is absolutely indispensable to change course in order to make sure that the overshoot is as short as possible and as low in intensity as possible to avoid tipping points like the Amazon. We don't want to see the Amazon as a savannah. But that is a real risk if we don't change course and if we don't make a dramatic decrease of emissions as soon as possible."

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Nearly three out of every four restaurant orders are no longer eaten in a restaurant, according to the National Restaurant Association. The share of customers using delivery more than doubled from 2019 to 2024, and 41% of respondents in a recent poll said delivery was an essential part of their lifestyle. The transformation has fundamentally altered restaurant economics. Delivery companies charge restaurants commissions between 5 and 30%, along with fees for payment processing, advertising, and search placement. Shannon Orr runs an eight-restaurant group on the West Coast. One of her restaurants generated $1.7 million in delivery sales last year. Of that, $400,000 went to delivery companies. The restaurant, previously among her most profitable, made no money in 2024, she told the Atlantic. About a third of full-service restaurants have modified their physical spaces to accommodate the delivery boom, installing dedicated entrances, bike parking, and banks of lockers.

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OpenAI has committed to spend about $1.4 trillion on infrastructure so far, equating to roughly 30 gigawatts of data center capacity, CEO Sam Altman said on Tuesday. From a report: The statement helps clarify the many announcements the company has made with its chip, data center and financing partners. That total includes the already announced deals with AMD, Broadcom, Nvidia, Oracle and other partners. That's just the starting point, Altman said. Over time, the company would like to have in place a technical and financial apparatus that would allow it to build a gigawatt of new capacity per week at a cost of around $20 billion per gigawatt.

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Jensen Huang unveiled NVQLink at Nvidia's Washington conference on Tuesday. The interconnect links quantum processors to the AI supercomputers they require to function effectively. Nvidia is not building its own quantum computers but is positioning itself as critical infrastructure for the technology's future. Quantum processors harness principles of quantum physics to solve problems classical computers cannot address, but they need classical supercomputers to perform calculations beyond their capability and to correct the errors that naturally occur in their outputs. Tim Costa, Nvidia's general manager of industrial engineering and quantum, said AI will be necessary for full-scale error correction. Earlier attempts to integrate quantum processors with AI supercomputers failed to deliver the speed and scale needed for fast error correction at scale. Nvidia developed NVQLink with more than a dozen quantum companies including IonQ, Quantinuum and Infleqtion and worked with national labs including Sandia, Oak Ridge and Fermi. The interconnect operates on open architecture and works across different quantum modalities including trapped ion, superconducting and photonic systems. Costa declined to predict when quantum computing will produce meaningful commercial value, though some quantum companies estimate two to four years.

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China has completed the first phase of what it claims is the world's first underwater data center in Shanghai's Lingang Special Area. The facility cost roughly 1.6 billion yuan ($226 million) and operates on twenty-four megawatts of power drawn entirely from wind energy. Seawater acts as a natural cooling system for the submerged servers. Traditional land-based data centers devote up to 50% of their energy consumption to air conditioning. The underwater design reduces cooling energy demand to less than 10%. The first phase is designed to achieve a power usage effectiveness rating of no more than 1.15. More than 95% of the facility's electricity comes from offshore wind turbines in the East China Sea. The project reduces land usage by more than 90% and eliminates the need for fresh water. The main contractors signed an agreement to launch another offshore wind-powered underwater data center with a capacity of 500 megawatts.

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An anonymous reader shares a report: After last week's major AWS outage took Signal along with it, Elon Musk was quick to criticize the encrypted messaging app's reliance on big tech. But Signal president Meredith Whittaker argues that the company didn't have any other choice but to use AWS or another major cloud provider. "The problem here is not that Signal 'chose' to run on AWS," Whittaker writes in a series of posts on Bluesky. "The problem is the concentration of power in the infrastructure space that means there isn't really another choice: the entire stack, practically speaking, is owned by 3-4 players." In the thread, Whittaker says the number of people who didn't realize Signal uses AWS is "concerning," as it indicates they aren't aware of just how concentrated the cloud infrastructure industry is. "The question isn't 'why does Signal use AWS?'" Whittaker writes. "It's to look at the infrastructural requirements of any global, real-time, mass comms platform and ask how it is that we got to a place where there's no realistic alternative to AWS and the other hyperscalers."

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Chegg says it will lay off about 45% of its workforce, or 388 employees, as the "new realities" of artificial intelligence and diminished traffic from internet search have led to plummeting revenue. From a report: The online education company, founded 20 years ago, has been hit by the rise of generative AI software tools, such as OpenAI's ChatGPT, which have become increasingly popular among students. Chegg also sued Google in February, arguing that AI summaries of search results have hurt its traffic and sales. The company reiterated that claim on Monday, saying AI and "reduced traffic from Google to content publishers" have damaged its business. "As a result, and reflecting the company's continued investment in AI, Chegg is restructuring the way it operates its academic learning products," the company said. The cuts come after Chegg in May laid off 22% of its workforce, citing increasing adoption of AI. Chegg's market cap has fallen 98.8% in recent years to about $135 million.

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An anonymous reader shares a report: More than half of the grades handed out at Harvard College are A's, an increase from decades past even as school officials have sounded the alarm for years about rampant grade inflation. About 60% of the grades handed out in classes for the university's undergraduate program are A's, up from 40% a decade ago and less than a quarter 20 years ago, according to a report released Monday by Harvard's Office of Undergraduate Education. Other elite universities, including competing Ivy League schools, have also been struggling to rein in grade inflation. The report's author, Harvard undergraduate dean Amanda Claybaugh, urged faculty to curtail the practice of awarding top scores to the majority of students, saying it undermines academic culture. "Current practices are not only failing to perform the key functions of grading; they are also damaging the academic culture of the college more generally," she said in the report.

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Microsoft and OpenAI have finalized a new agreement that removes uncertainty for investors and clears the path for OpenAI to restructure as a for-profit business. Microsoft receives a 27% ownership stake in OpenAI worth approximately $135 billion and retains access to the AI startup's technology until 2032, including models that achieve AGI. OpenAI completed its recapitalization, simplifying its corporate structure while keeping the nonprofit in control of the for-profit entity. The OpenAI Foundation receives an equity stake worth roughly $130 billion and plans to initially focus on funding work to accelerate health breakthroughs. Microsoft backed OpenAI with $13.75 billion and was the biggest holdout among investors during negotiations. Once OpenAI achieves AGI, verified by an independent expert panel, Microsoft will no longer receive a cut of OpenAI's revenue. Microsoft also loses its right of first refusal on new cloud infrastructure business from OpenAI, though OpenAI commits an additional $250 billion to Azure.

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For the first time, George Orwell's Animal Farm and 1984 have been translated into Welsh, with localized titles, character names, and even a Welsh version of Newspeak. The BBC reports: Animal Farm, a 1945 political allegory inspired by the Russian Revolution, is set in north-west Wales in the Welsh edition, Foel yr Anifeiliaid, with Orwell's classic characters given Welsh names to add authenticity. Mil Naw Wyth Deg Pedwar, or 1984, Orwell's vision of a bleak totalitarian future, published in 1949, contains a Welsh version of Newspeak, the novel's fictional language. Both books remain "seminal works with timeless relevance," said Welsh book publisher Melin Bapur, and feel "particularly relevant now in an age of 'alternative facts', AI, and misinformation."

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A global shortage of jet engines is threatening the rapid expansion of AI data centers, as hyperscalers like OpenAI and Amazon scramble to secure aeroderivative turbines to power their energy-hungry AI clusters. With wait times stretching into the 2030s and emissions rising, the AI boom is literally running on jet fuel. Tom's Hardware reports: Interviews and market research indicate that manufacturers are quoting years-long lead times for turbine orders. Many of those placed today are being slotted for 2028-30, and customers are increasingly entering reservation agreements or putting down substantial deposits to hold future manufacturing capacity. "I would expect by the end of the summer, we will be largely sold out through the end of '28 with this equipment," said Scott Strazik, CEO of turbine maker GE Vernova, in an interview with Bloomberg back in March. General Electric's LM6000 and LM2500 series -- both derived from the CF6 jet engine family -- have quickly become the default choice for AI developers looking to spin up serious power in a hurry. OpenAI's infrastructure partner, Crusoe Energy, recently ordered 29 LM2500XPRESS units to supply roughly one gigawatt of temporary generation for Stargate, effectively creating a mobile jet-fueled grid inside a West Texas field. Meanwhile, ProEnergy, which retrofits used CF6-80C2 engines into trailer-mounted 48-megawatt units, confirmed that it has delivered more than 1 gigawatt of its PE6000 systems to just two data center clients. These engines, which were once strapped to Boeing 767s, now spend their lives keeping inference moving. Siemens Energy said this year that more than 60% of its US gas turbine orders are now linked to AI data centers. In some states, like Ohio and Georgia, regulators are approving multi-gigawatt gas buildouts tied directly to hyperscale footprints. That includes full pipeline builds and multi-phase interconnects designed around private-generation campuses. But the surge in orders has collided with the cold reality of turbine manufacturing timelines. GE Vernova is currently quoting 2028 or later for new industrial units, while Mitsubishi warns new turbine blocks ordered now may not ship until the 2030s. One developer reportedly paid $25 million just to reserve a future delivery slot.

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