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Scientists have uncovered a missing feedback in Earth’s carbon cycle that could cause global warming to overshoot into an ice age. As the planet warms, nutrient-rich runoff fuels plankton blooms that bury huge amounts of carbon in the ocean. In low-oxygen conditions, this process can spiral out of c…
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arXiv:2512.17284v1 Announce Type: new
Abstract: We develop an analytical Stackelberg game framework for optimal resource allocation in a sequential attacker--defender setting with a finite set of assets and probabilistic attacks. The defender commits to a mixed protection strategy, after which the …
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V. Ashley Villar et al 2025 ApJS 276 3 Researchers show that the properties of a supernova’s host galaxy can be a valuable tool for classifying the explosion, especially when combined with a redshift value.
The post The Impact of Host-Galaxy Properties on Supernova Classification with Hierarchical L…
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arXiv:2512.17710v1 Announce Type: new
Abstract: Software Bill of Materials (SBOM) provides new opportunities for automated vulnerability identification in software products. While the industry is adopting SBOM-based Vulnerability Scanning (SVS) to identify vulnerabilities, we increasingly observe i…
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arXiv:2512.17540v1 Announce Type: new
Abstract: Automating code review with Large Language Models (LLMs) shows immense promise, yet practical adoption is hampered by their lack of reliability, context-awareness, and control. To address this, we propose Specification-Grounded Code Review (SGCR), a f…
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arXiv:2512.17277v1 Announce Type: new
Abstract: Pinterest is a leading visual discovery platform where recommender systems (RecSys) are key to delivering relevant, engaging, and fresh content to our users. In this paper, we study the problem of improving RecSys model predictions for cold-start (CS)…
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arXiv:2512.17325v1 Announce Type: new
Abstract: We provide causal mechanistic validation that in-context learning (ICL) decomposes into two separable mechanisms: Task Schema (abstract task type recognition) and Binding (specific input-output associations). Through activation patching experiments ac…
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arXiv:2512.17260v1 Announce Type: new
Abstract: Large language models have recently made significant progress to generate rigorous mathematical proofs. In contrast, utilizing LLMs for theorem proving in formal languages (such as Lean) remains challenging and computationally expensive, particularly …
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arXiv:2512.17885v1 Announce Type: cross
Abstract: Magnetic fields are critical at many scales to galactic dynamics and structure, including multiphase pressure balance, dust processing, and star formation. Dynamo action determines their dynamical structure and strength. Simulations of combined larg…
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Business lobby survey finds firms ‘put brakes on key spending decisions’ before autumn budgetHeather Stewart: Four reasons to be cheerful about UK plc in 2026Wes Streeting urges closer EU trading ties to grow economyUK failure to seal EU tax exemption hands firms pile of paperworkBusiness leaders h…
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Steve Witkoff says representatives share goals to stop killing, support Ukraine and end war with RussiaA White House envoy said on Sunday he held “productive and constructive” talks in Florida with Ukrainian and European representatives to end the nearly four-year war between Russia and Ukraine.Post…
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Local media gleefully homed in on English pre-series predictions after Australia retained the urn having played just 11 days of cricket The sports sections of Australia’s major mastheads were on Monday largely dedicated to ridiculing pre-series predictions of an England Ashes victory, and announcing…
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Nigerian authorities said Sunday they have secured the release of 130 schoolchildren abducted from a Catholic boarding school in Niger state, bringing the total freed to more than 200 after a mass kidnapping in November. The announcement follows weeks of uncertainty over the fate of students taken b…
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Artificial intelligence chipmaker Cerebras Systems Inc. has not given up on its ambitions to go public, and could be preparing to file the paperwork for its U.S. initial public offering as early as this week, according to a report by Reuters late Friday. The chipmaker, which develops high-performanc…
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Fantasy, mystery and psychological thriller series dominate book sales, as adult colouring also makes a comebackFantasy, mystery and psychological thriller series dominate the UK’s bestsellers list for 2025, topped by Richard Osman’s The Impossible Fortune. The fifth book in his Thursday Murder Club…
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The investment and accounting software firm Clearwater Analytics Holdings Inc. said today it will be taken private by the private equity firms Permira Holdings Ltd. and Warburg Pincus LLC in a deal valued at $8.4 billion. The private equity firms said they have agreed to buy Clearwater at a price of…
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OpenAI gave its AI chatbot a professional makeover with the latest GPT-5.2 release, and some users are already complaining about its tone. For anyone who's finding ChatGPT rude or sassy, OpenAI has some welcome news since it's letting users further customize its personality with extra warmth or enth…
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arXiv:2512.17246v1 Announce Type: new
Abstract: With the rapid development of distributed renewable energy, multi-microgrids play an increasingly important role in improving the flexibility and reliability of energy supply. Reinforcement learning has shown great potential in coordination strategies…
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arXiv:2512.17198v1 Announce Type: new
Abstract: We introduce BumpNet, a sparse neural network framework for PDE numerical solution and operator learning. BumpNet is based on meshless basis function expansion, in a similar fashion to radial-basis function (RBF) networks. Unlike RBF networks, the bas…
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Eating full-fat cheese and cream may be associated with a lower risk of dementia, according to a large study that tracked people for more than 25 years. Those who consumed higher amounts of these foods developed dementia less often than those who ate little or none. Interestingly, low-fat dairy prod…
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arXiv:2512.17834v1 Announce Type: new
Abstract: Ultra-reliable low latency communication (URLLC) is a key part of 5G wireless systems. Achieving low latency necessitates codes with short blocklengths for which polar codes with successive cancellation list (SCL) decoding typically outperform message…
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Robotaxis operated by Google’s Waymo LLC came to an abrupt halt across San Francisco on Saturday evening after a power outage uncovered a major flaw in the way the autonomous vehicles navigate. The outage was first reported by CNBC and left more than 130,000 homes without power while knocking out tr…
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arXiv:2507.13717v3 Announce Type: replace
Abstract: Reconfigurable data center networks (DCNs) enhance traditional architectures with optical circuit switches (OCSs), enabling dynamic reconfiguration of inter-pod links, i.e., the logical topology. Optimizing this topology is crucial for adapting to…
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Humane slaughter requirements for farmed fish and end to puppy farming also in new package of animal welfare lawsCaged hens will be a thing of the past in England, the government has announced, as it launches a package of new animal welfare laws.Pig farrowing crates, which campaigners have said are …
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A Brazilian study has confirmed that Joseph’s Coat, a plant used for generations in folk medicine, can significantly reduce inflammation and arthritis symptoms in lab tests. Researchers observed less swelling, healthier joints, and signs of tissue protection. Just as important, the extract showed a …
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arXiv:2512.17178v1 Announce Type: new
Abstract: Contrastive Language-Image Pretraining (CLIP) has achieved remarkable performance in various multimodal tasks. However, it still struggles with compositional image-text matching, particularly in accurately associating objects with their corresponding …
219

arXiv:2512.17262v1 Announce Type: new
Abstract: Dependable service-oriented computing relies on multiple Quality of Service (QoS) parameters that are essential to assess service optimality. However, real-world QoS data are extremely sparse, noisy, and shaped by hierarchical dependencies arising fro…
220

arXiv:2512.17462v1 Announce Type: new
Abstract: Marketing and product personalisation provide a prominent and visible use-case for the application of Information Retrieval methods across several business domains. Recently, agentic approaches to these problems have been gaining traction. This work e…
223

arXiv:2512.17394v1 Announce Type: new
Abstract: Theory of Mind (ToM) -- the ability to attribute beliefs, desires, and emotions to others -- is fundamental for human social intelligence, yet remains a major challenge for artificial agents. Existing Vision-Language Models (VLMs) are increasingly app…
219

arXiv:2512.17452v1 Announce Type: new
Abstract: Long-context LLM inference is bottlenecked by the quadratic attention complexity and linear KV cache growth. Prior approaches mitigate this via post-hoc selection or eviction but overlook the root inefficiency: indiscriminate writing to persistent mem…
220

arXiv:2512.17154v1 Announce Type: new
Abstract: Movie dubbing seeks to synthesize speech from a given script using a specific voice, while ensuring accurate lip synchronization and emotion-prosody alignment with the character's visual performance. However, existing alignment approaches based on vis…
221

arXiv:2512.17893v1 Announce Type: cross
Abstract: Neural Quantum States (NQS) use neural networks to represent wavefunctions of quantum many-body systems, but their performance depends on the choice of basis, yet the underlying mechanism remains poorly understood. We use a fully solvable one-dimens…
221

arXiv:2512.17553v1 Announce Type: new
Abstract: Autonomous aerial navigation in dense natural environments remains challenging due to limited visibility, thin and irregular obstacles, GNSS-denied operation, and frequent perceptual degradation. This work presents an improved deep learning-based navi…
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After Vice President Vance slammed Minnesota state Sen. Omar Fateh (D) on Sunday, Fateh fired back, saying Vance “took time away from the couch to try out comedy.” Vance, during his speech at Turning Point’s AmericaFest in Phoenix, said that Democrats “are not sending their best,” referencing Fateh’…
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In the first 10 months of this year, South Korea imported $159m worth of kimchi, almost entirely from China, while exporting $137mThe pungent scent of red chilli powder hangs in the air at Kim Chieun’s kimchi factory in Incheon, about 30km west of Seoul. Inside, salted cabbage soaks in large metal v…
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England forward’s brilliance is proving difficult to stop but Unai Emery will surely not be able to keep relying on him every timeIt is only two months since Morgan Rogers was standing on the Stadium of Light pitch, looking confused as Unai Emery berated him for failing to anticipate a through-ball …
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This article is a mirror of an original that was recently published to the official etcd blog.
The key takeaway?
Always upgrade to etcd v3.5.26 or later before moving to v3.6. This ensures your cluster is automatically repaired, and avoids zombie members.
Issue summary
Recently, the etcd community a…
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If you have a tween in your life, get-ready-with-me videos may be familiar to you. These videos saturate social media feeds, targeting young girls with multi-step skincare and routines.

Popular brands partner with kid-fluencers to create viral skincare products and social media content, and the ski…
209

arXiv:2512.17592v1 Announce Type: new
Abstract: Deep learning has been shown to be very capable at performing many real-world tasks. However, this performance is often dependent on the presence of large and varied datasets. In some settings, like in the medical domain, data is often fragmented acro…
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Special Envoy Steve Witkoff said Sunday that Russia and Ukraine are committed to achieving peace amid negotiations on ending the former country’s ongoing war in the latter. Witkoff said on the social platform X that he, along with President Trump’s son-in-law, Jared Kushner, and White House senior …
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Titans snap skid as Ward outshines reeling ChiefsMcCarthy hurt as Vikings hand Giants ninth straight lossChargers close on playoffs behind Herbert surgeCam Ward threw for 228 yards and two touchdowns, and the Tennessee Titans snapped an 11-game home skid by beating the Kansas City Chiefs 26-9 on Sun…