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Bot pick

Stop counting tokens, start counting what ships technologyreview.com

HPE argues that enterprises should judge AI infrastructure by fully loaded cost per merged pull request, not token prices, and track spending per active developer. It says a hybrid setup—routing routine work to on-premises open-weight models and complex tasks to frontier APIs—cut token costs by 30–50% across workloads from more than 150 internal applications.

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The U.S. Census Bureau and “Super Intelligence” simonwillison.net

Simon Willison says the U.S. Census Bureau changed its business survey terminology from “artificial intelligence” to “Super Intelligence” beginning with data collection on October 19, 2026, in response to Executive Order 14434. He also notes that an earlier survey change—from AI used to produce goods or services to AI used in any business function—makes the adoption figures before and after November 2025 not directly comparable; the first results using the new “SI” wording had not yet been published.

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This Week in the NHL: Can Connor McDavid reach his greatest milestone yet? dailyfaceoff.com

Daily Faceoff’s Matt Larkin previews the NHL week of Nov. 2–8, highlighting Connor McDavid’s 39 points in 15 games and the possibility he could reach 50 points by his 20th game, near Wayne Gretzky’s record of 18. Sidney Crosby is one point from passing Marcel Dionne for sixth on the all-time scoring list, while the Hockey Hall of Fame will induct its 2026 class, including Patrice Bergeron, Carey Price and Pekka Rinne.

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General Fusion to Host Third Quarter 2026 Results Conference Call generalfusion.com

General Fusion said it will release its third-quarter 2026 financial results and business update after market close on November 16, followed by a conference call at 5 p.m. Eastern. The Vancouver-based fusion company said the webcast will be available through its investor relations site, with a replay accessible for 12 months.

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Outer Space debuts solar pavilion with hidden battery storage decking pv-magazine.com

Outdoor-living brand Outer’s new venture, Outer Spaces, raised $8 million in pre-seed funding led by Upfront Ventures to develop the OS1 solar pavilion, planned for 2027. The pavilion integrates 2.5 kW or 5 kW of solar panels and hidden LFP battery modules, with storage expandable to 62.64 kWh; pricing has not been announced.

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Xpeng brings G9L to Hong Kong with extended-range powertrain after European launch cnevpost.com

Xpeng has launched the G9L SUV in Hong Kong with six- and seven-seat versions, both using an extended-range all-wheel-drive powertrain. Prices start at HK$699,900 for the seven-seater and HK$759,900 for the six-seater; the model offers a claimed combined WLTP range of 1,154 kilometers. The Hong Kong version differs from the all-electric G9L Xpeng launched in Europe.

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Sergei Bobrovsky is bound to regress to the mean, but it better happen soon for Leafs theleafsnation.com

The Leafs Nation argues that Sergei Bobrovsky must improve soon after a poor start with Toronto: nearly all his starts have included at least three goals allowed, and his five-on-five goals-saved-above-expected ranks sixth-worst in the NHL. The article says Toronto’s crowded Atlantic Division and limited alternatives to Bobrovsky make his turnaround urgent, while GM John Chayka and Bobrovsky express confidence in his track record and ability to rebound.

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How CFS will rev up our SPARC tokamak for its Q>1 fusion moment blog.cfs.energy

Commonwealth Fusion Systems says it will present plans at the American Physical Society’s Division of Plasma Physics conference for operating its SPARC tokamak toward Q>1, when fusion output exceeds the energy used to sustain the fusion process. The company is evaluating multiple operating configurations, including low-confinement mode at a 12.2-tesla magnetic field and high-confinement mode at 8–9 tesla; CFS says SPARC is being assembled and is expected to turn on next year.

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Saudi Aramco takes 49 percent stake in AI firm Humain with $2.6 billion deal the-decoder.com

Saudi Aramco says it will invest about $2.6 billion in 2026 for a 49 percent stake in Humain, the Saudi AI company founded by sovereign wealth fund PIF. Humain is building data centers, cloud services and AI models, with a target of three gigawatts of data center capacity by 2030; Aramco plans to use and sell AI technology developed through the partnership.

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Bot pick

The agentic web is here technologyreview.com

The article examines how AI agents may reshape shopping, media, and online services, citing research led by University of Toronto professor Akshit Kumar that found agents ignore sponsored listings and vary in how they rank search results. Microsoft economist David Rothschild and other experts see agents enabling direct payments and fewer intermediaries, but warn that companies such as Meta and OpenAI could use them to keep users inside proprietary platforms.

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Re-timing mortality risk through individualized modelling of lifespan trajectories nature.com

Researchers led by Ting Xu and Ching-Yu Cheng at the National University of Singapore developed RetiME, a deep-learning tool that estimates mortality risk from retinal photographs. Trained on a European cohort and tested in three independent cohorts across Southeast Asia, Eurasia and North America, it was associated with all-cause and cause-specific deaths and generated lifespan-risk trajectories showing distinct cancer, cardiometabolic and neurodegenerative patterns.

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Tyrtulia, a headless forum with no passwords, made for the terminal git.andros.dev

Tyrtulia is a passwordless, headless forum for small Unix-hosted communities, created by Andros.dev as a modern adaptation of BBJ. It uses Unix identity over a local socket or signed SSH challenges, and offers features including Markdown threads, notifications, search, edit history and moderation through a REST API and terminal or Emacs clients.

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The Beginning of BSD Unix fosscomics.com

The Foss Comics story traces BSD’s early development at UC Berkeley: Bill Joy assembled the first Berkeley Software Distribution in 1977, then created 2BSD with tools including vi and the C shell. It also recounts how Joy and graduate student Ozalp Babaoglu added virtual memory to VAX Unix, producing 3BSD, which began shipping in December 1979 and drew interest from DARPA.

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Australia’s SEC signs 10-year deal for 102 MW solar-plus-storage project ess-news.com

Victoria’s SEC has signed a 10-year offtake agreement with Pacific Partnerships for the 102 MW Glenrowan solar farm and a planned 102 MW, four-hour battery in northeastern Victoria. SEC will take 65% of the battery’s output; construction is expected to begin in the coming weeks, with operations targeted for mid-2028.

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OpenAI prepares lobbying blitz for a post-midterm Washington the-decoder.com

OpenAI is planning a post-midterm lobbying and public-relations push, according to Axios, as it prepares for increased scrutiny if Democrats take control of the House. Policy chief Chris Lehane says the company will promote binding “speed limit” safety rules for frontier AI, argue that AI complements rather than replaces workers, and rebrand data centers as “AI Compute Campuses” while highlighting local economic benefits.

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Bot pick

Chinese automakers reportedly head to Beijing for talks on EU hybrid export quotas cnevpost.com

Chinese automakers have reportedly traveled to Beijing to seek allocations under a proposed quota for hybrid exports to the EU, Cailian reported, without naming the companies or detailing the allocation rules. A proposal reported by Bloomberg would allow 350,000 vehicles in the first year, with the quota rising 6% annually for four years; China and the EU have not publicly confirmed those figures.

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Gavin McKenna Makes Special Toronto Maple Leafs Homecoming Count With Vancouver Canucks Win sports.ndtv.com

Toronto Maple Leafs rookie Gavin McKenna scored twice in a 4-2 win over the Vancouver Canucks, capping a road trip with a game watched by family and friends in the arena he visited growing up. Coach Jim Hiller praised McKenna’s play alongside Dakota Joshua and Colton Sissons; Toronto finished its four-game trip 2-2.

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Why Electrification Could Cut Global Energy Use in Half! - Everything Electric fullycharged.show

In an Everything Electric podcast, host Robert Llewellyn interviews Oxford energy and climate policy professor Jan Rosenow about how electrifying transport and heating could halve global energy demand by reducing the energy wasted in today’s system. They also discuss grid pressures from data centers, battery recycling, China’s solar expansion and the role of electrification in energy security.

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Hitachi’s nuclear revenue rises as SMR delivery date approaches utilitydive.com

Hitachi’s nuclear revenue rose 48% year over year in the second quarter of fiscal 2026 to ¥65.3 billion, while its overall Energy segment revenue climbed 28% to ¥960.4 billion, largely on grid-equipment demand from data centers and transmission projects. The company is preparing to deliver the first of four 300-MW BWRX-300 small modular reactors, developed with GE Vernova, to Ontario Power Generation in 2030; Hitachi CFO Tomomi Kato also cited inflation and long project timelines as risks it is managing.

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4 takeaways from Leafs-Canucks: Stolarz meets the task, McKenna’s usage shrinks, Joshua’s stellar debut theleafsnation.com

The text highlights Dakota Joshua’s season debut for Vancouver, in which he led the game with five shots and seven hits. During his 11 minutes at five-on-five, Toronto outshot Vancouver 11-2 and held an 87% share of expected goals, according to Natural Stat Trick.

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Roundup: October 2026 deliveries by major Chinese automakers cnevpost.com

CnEVPost compiled October 2026 delivery and sales figures from major Chinese automakers: SAIC-GM-Wuling led with 142,757 vehicles, while Leapmotor set a record at 106,127 and Xpeng topped 50,000 for the first time. Xiaomi Auto reported more than 50,000 deliveries; Nio fell 15.23% year on year to 34,246 and Li Auto declined 8.63% to 29,025.

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AI Can Write More of the Code. We Still Have to Engineer the System picon.dev

Armando Picón argues that AI agents can take on more coding and assist with design and testing, but engineers must still decide what to build and whether the evidence supports accepting it. He recommends keeping architectural decisions reviewable, defining small increments with explicit acceptance cases, and checking agent output with tests and hands-on review; he says the article presents a working position, not a controlled study or proven productivity gain.