{"date":"2026-10-05","schema_version":1,"captured_at":"2026-10-06T11:31:48.264Z","complete":true,"sources_captured":["attention","frontier","research","history"],"counts":{"attention":30,"frontier":25,"research":25,"history":17},"attention":[{"title":"Christa Pike","views":461568,"rank":4,"extract":"Christa Gail Pike is an American convicted murderer on death row in Tennessee. In 1995, when she was 18, Pike and her boyfriend lured their 19-year-old classmate Colleen Slemmer into a wooded area in Knoxville where they tortured and killed her. Over roughly t","url":"https://en.wikipedia.org/wiki/Christa_Pike","thumb":"https://upload.wikimedia.org/wikipedia/en/1/16/Christa_Pike_Mugshot.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail_unscaled"},{"title":"Dakota Johnson","views":287360,"rank":6,"extract":"Dakota Mayi Johnson is an American actress. Her accolades include nominations for a British Academy Film Award and a Critics' Choice Award. She was featured in the Forbes 30 Under 30 list in 2016.","url":"https://en.wikipedia.org/wiki/Dakota_Johnson","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/c/c2/Dakota_Johnson_at_the_2025_Cannes_Film_Festival_%28cropped%29.jpg/330px-Dakota_Johnson_at_the_2025_Cannes_Film_Festival_%28cropped%29.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Drishyam: The Conclusion","views":274677,"rank":7,"extract":"Drishyam: The Conclusion is a 2026 Indian Hindi-language crime thriller film co-written, produced, and directed by Abhishek Pathak. Produced by Panorama Studios and Star Studio18, it is a sequel to Drishyam 2 (2022). 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It is adapted from John Steinbeck's 1952 novel of the same name and premiered on Netflix on October 1, 2026.","url":"https://en.wikipedia.org/wiki/East_of_Eden_(2026_miniseries)","thumb":"https://upload.wikimedia.org/wikipedia/en/1/18/East_of_Eden_2026_poster.jpeg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail_unscaled"},{"title":"Lizzie Borden","views":180386,"rank":14,"extract":"Lizzie Andrew Borden was an American woman who was tried and acquitted of the murders of her father and stepmother in Fall River, Massachusetts. 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Kaczynski mu","url":"https://en.wikipedia.org/wiki/Ted_Kaczynski","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/9/90/Ted_Kaczynski_2_%28cropped%29.jpg/330px-Ted_Kaczynski_2_%28cropped%29.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Athan Kaliakmanis","views":151085,"rank":16,"extract":"Athan Kaliakmanis is an American professional football quarterback for the Washington Commanders of the National Football League (NFL). Kaliakmanis played college football for the Minnesota Golden Gophers and Rutgers Scarlet Knights and was selected by the Com","url":"https://en.wikipedia.org/wiki/Athan_Kaliakmanis","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/2/25/2025-0722_Athan_Kaliakmanis.jpg/330px-2025-0722_Athan_Kaliakmanis.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Verity (film)","views":140068,"rank":17,"extract":"Verity is a 2026 American erotic psychological thriller film directed by Michael Showalter, written by Nick Antosca, and based on Colleen Hoover's novel of the same name. The film stars Anne Hathaway, Dakota Johnson, and Josh Hartnett.","url":"https://en.wikipedia.org/wiki/Verity_(film)","thumb":"https://upload.wikimedia.org/wikipedia/en/6/60/Verity_poster.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail_unscaled"},{"title":"Deaths in 2026","views":127978,"rank":18,"extract":"The following notable deaths occurred in 2026. Names are reported under the date of death, in alphabetical order. A typical entry reports information in the following sequence:Name, age, country of citizenship at birth, subsequent nationality, what subject was","url":"https://en.wikipedia.org/wiki/Deaths_in_2026","thumb":null},{"title":"UFC 332","views":125141,"rank":19,"extract":"UFC 332: Silva vs. Wang was a mixed martial arts event produced by the Ultimate Fighting Championship that took place on October 3, 2026, at the Delta Center in Salt Lake City, Utah, United States.","url":"https://en.wikipedia.org/wiki/UFC_332","thumb":"https://upload.wikimedia.org/wikipedia/en/7/7a/UFC_332_Poster.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail_unscaled"},{"title":"2026 Asian Games","views":122800,"rank":20,"extract":"The 2026 Asian Games , officially the XX Asian Games (第二十回アジア競技大会) and also known as Aichi–Nagoya 2026 (愛知・名古屋2026), was a multi-sport event held in Aichi Prefecture in Japan from 19 September to 4 October 2026 though several competitions started from 10 Septe","url":"https://en.wikipedia.org/wiki/2026_Asian_Games","thumb":"https://thumb.wikimedia.org/wikipedia/en/thumb/4/4d/2026_Asian_Games_logo.svg/330px-2026_Asian_Games_logo.svg.png?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Fallstreak hole","views":107963,"rank":21,"extract":"A fallstreak hole – also known as a cavum, hole punch cloud, punch hole cloud, skypunch, cloud canal, or cloud hole – is a large gap, usually circular or elliptical, that can appear in cirrocumulus or altocumulus clouds. 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He played college football for the Michigan State Spartans and was selected by the Washington Redskins in the fourth round of ","url":"https://en.wikipedia.org/wiki/Kirk_Cousins","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/f/fa/Cousins_2022.jpg/330px-Cousins_2022.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Halifax Explosion","views":90369,"rank":24,"extract":"On the morning of 6 December 1917, the French cargo ship SS Mont-Blanc and the Norwegian vessel SS Imo collided in the harbour of Halifax, Nova Scotia, Canada. Laden with high explosives, Mont-Blanc caught fire and detonated, devastating the Richmond district ","url":"https://en.wikipedia.org/wiki/Halifax_Explosion","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/7/79/Halifax_Explosion_blast_cloud_restored.jpg/330px-Halifax_Explosion_blast_cloud_restored.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Doctors' plot","views":89834,"rank":25,"extract":"The \"doctors' plot\" was a Soviet state-sponsored anti-intellectual and antisemitic campaign based on a conspiracy theory that alleged an anti-Soviet cabal of prominent medical specialists, many of whom were ethnically Jewish, intended to murder leading governm","url":"https://en.wikipedia.org/wiki/Doctors'_plot","thumb":null},{"title":"Gypsy-Rose Blanchard","views":89749,"rank":26,"extract":"Gypsy-Rose Blanchard is an American woman who was convicted of the murder of her mother, Clauddine \"Dee Dee\" Blanchard. 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He al","url":"https://en.wikipedia.org/wiki/Steven_R._McQueen","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/1/10/Steven_R._McQueen_by_Gage_Skidmore_2.jpg/330px-Steven_R._McQueen_by_Gage_Skidmore_2.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Ansel Adams","views":89114,"rank":28,"extract":"Ansel Easton Adams was an American landscape photographer and environmentalist known for his black-and-white images of the American West. He helped found Group f/64, an association of photographers advocating \"pure\" photography which favored sharp focus and th","url":"https://en.wikipedia.org/wiki/Ansel_Adams","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/0/05/Ansel_Adams_and_camera.jpg/330px-Ansel_Adams_and_camera.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"List of highest-grossing films","views":87870,"rank":29,"extract":"Films generate income from several revenue streams, including theatrical exhibition, home video, television broadcast rights, and merchandising. However, theatrical box-office earnings are the primary metric for trade publications in assessing the success of a","url":"https://en.wikipedia.org/wiki/List_of_highest-grossing_films","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/2/27/Poster_-_Gone_With_the_Wind_01.jpg/330px-Poster_-_Gone_With_the_Wind_01.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"2026 Formula One World Championship","views":84784,"rank":30,"extract":"The 2026 FIA Formula One World Championship is a motor racing championship for Formula One cars and the 77th running of the Formula One World Championship. It is recognised by the Fédération Internationale de l'Automobile (FIA), the governing body of internati","url":"https://en.wikipedia.org/wiki/2026_Formula_One_World_Championship","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/8/8c/FIA_F1_Austria_2026_Nr._12_Antonelli_%283%29.jpg/330px-FIA_F1_Austria_2026_Nr._12_Antonelli_%283%29.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"2024 Cornell University rape allegations","views":81748,"rank":31,"extract":"On September 16, 2026, an anonymous former student of Cornell University identified under the pseudonym Jane Doe filed a civil lawsuit against the university, its Chi Phi fraternity chapter, and a group of seven student members of the fraternity among others. ","url":"https://en.wikipedia.org/wiki/2024_Cornell_University_rape_allegations","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/7/7e/Cornell_-_Chi_Phi_Lodge_3.jpg/330px-Cornell_-_Chi_Phi_Lodge_3.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"},{"title":"Aileen Wuornos","views":80195,"rank":32,"extract":"Aileen Carol Wuornos was an American serial killer. Between 1989 and 1990, while engaging in street prostitution along highways in Florida, Wuornos shot, killed, and robbed seven of her male clients. She initially claimed that her victims had either raped or a","url":"https://en.wikipedia.org/wiki/Aileen_Wuornos","thumb":"https://upload.wikimedia.org/wikipedia/commons/2/2a/Aileen_Wuornos_%284x5_cropped%29.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail_unscaled"},{"title":"Bethlehem Kudumba Unit","views":79500,"rank":33,"extract":"Bethlehem Kudumba Unit is a 2026 Indian Malayalam-language romantic comedy film starring Nivin Pauly and Mamitha Baiju in the lead roles, directed by Girish A. D. and produced by Bhavana Studios, Fahadh Faasil, Dileesh Pothan and Syam Pushkaran.","url":"https://en.wikipedia.org/wiki/Bethlehem_Kudumba_Unit","thumb":"https://upload.wikimedia.org/wikipedia/en/b/b4/Bethlehem_Kudumba_Unit_Movie_Poster.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail_unscaled"},{"title":"Nahui Ollin","views":78626,"rank":34,"extract":"Nahui Ollin is a 16th-century concept in Aztec/Mexica cosmology with a variety of meanings. Nahui translates to \"four,\" and Ollin translates to \"movement\" or \"motion.\" Ollin was primarily portrayed in Aztec codices as two interlaced lines, each portrayed with ","url":"https://en.wikipedia.org/wiki/Nahui_Ollin","thumb":"https://thumb.wikimedia.org/wikipedia/commons/thumb/1/14/Nahui_Ollin_Codex_Borbonicus_hieroglyph.jpg/330px-Nahui_Ollin_Codex_Borbonicus_hieroglyph.jpg?utm_source=en.wikipedia.org&utm_campaign=api&utm_content=thumbnail"}],"frontier":[{"title":"Anthropic reported diary entry to police, woman faces felony charge","points":743,"comments":573,"url":"https://www.techspot.com/news/114091-florida-woman-used-claude-diary-anthropic-reported-shoot.html","discussion":"https://news.ycombinator.com/item?id=49961057"},{"title":"Web Search API","points":557,"comments":249,"url":"https://developers.cloudflare.com/changelog/post/2026-10-02-introducing-web-search-api/","discussion":"https://news.ycombinator.com/item?id=49963171"},{"title":"Denmark data breach exposes 8.8M 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skipped","points":418,"comments":296,"url":"https://discuss.grapheneos.org/d/41564-pixel-11-doesnt-yet-meet-the-grapheneos-security-standards-and-may-be-skipped","discussion":"https://news.ycombinator.com/item?id=49964303"},{"title":"Opus 5.5 agents discover two room-temperature magnetic semiconductor candidates","points":369,"comments":246,"url":"https://www.vals.ai/blogs/room-temperature-magnetic-semiconductors","discussion":"https://news.ycombinator.com/item?id=49970667"},{"title":"Germany’s RobCo hits $1B valuation","points":338,"comments":359,"url":"https://techfundingnews.com/europes-new-robotics-unicorn-germanys-robco-hits-1b-valuation/","discussion":"https://news.ycombinator.com/item?id=49963366"},{"title":"Nearly 200 people under observation after Irkutsk lab worker dies from 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Siberia","points":216,"comments":231,"url":"https://www.theguardian.com/world/2026/oct/05/russia-lab-worker-possibly-dies-of-plague-siberia-quarantine-measures-irkutsk","discussion":"https://news.ycombinator.com/item?id=49967444"},{"title":"Find the flattest route between any two points in SF","points":216,"comments":78,"url":"https://flattensf.com/","discussion":"https://news.ycombinator.com/item?id=49971230"},{"title":"Dust: Pretraining Transformers Without Backpropagation","points":209,"comments":52,"url":"https://qlabs.sh/research/dust","discussion":"https://news.ycombinator.com/item?id=49970871"},{"title":"Texas city demands $2M for public records on Flock usage","points":198,"comments":32,"url":"https://arstechnica.com/tech-policy/2026/10/texas-city-demands-2m-for-public-records-on-flock-usage/","discussion":"https://news.ycombinator.com/item?id=49971523"},{"title":"Qualcomm licenses patents on Huawei’s LogicFolding chip tech","points":195,"comments":126,"url":"https://www.bloomberg.com/news/articles/2026-10-05/qualcomm-licenses-patents-on-huawei-s-logicfolding-chip-tech","discussion":"https://news.ycombinator.com/item?id=49961861"},{"title":"Plain text is still one of the best technologies we have","points":193,"comments":106,"url":"https://deadparrotbbs.com/why-plain-text-is-still-one-of-the-best-technologies-we-have/","discussion":"https://news.ycombinator.com/item?id=49968906"},{"title":"Friendship ended with Deno, now Node is my best friend","points":188,"comments":111,"url":"https://dbushell.com/2026/10/03/deno-to-node/","discussion":"https://news.ycombinator.com/item?id=49971719"},{"title":"Norway Eyes Partial Ban of Smart Glasses","points":163,"comments":92,"url":"https://www.barrons.com/news/norway-eyes-partial-ban-of-smart-glasses-e65dc239","discussion":"https://news.ycombinator.com/item?id=49968402"},{"title":"Making a GTK application in Haskell, part 1","points":160,"comments":45,"url":"https://floreal.tech/blog/2026/making-a-gtk-app-in-haskell-part-1/","discussion":"https://news.ycombinator.com/item?id=49965308"},{"title":"The future of independence is interdependence","points":140,"comments":106,"url":"https://onlys.ky/independence-is-interdependence/","discussion":"https://news.ycombinator.com/item?id=49966163"}],"research":[{"title":"One Figure, Every Canvas: Editable Flowchart Relayout via Agentic Pipeline","abstract":"Pipeline figures in ML papers must be repurposed across many canvases, including paper columns, 16:9 slides, portrait posters, 1:1 social teasers, 9:16 phone previews. Each format imposes a different aspect ratio on the same computational graph, where any silently broken connection misrepresents the method. We formulate aspect-ratio-adaptive flowchart relayout as a distinct task: given a raster flowchart and a target","authors":["Shih-Chen Tseng","Chih-Hsuan Chen","Ryan Yang","Hsi-An Chen","Chun-Wei Tuan Mu","Yu-Lun Liu"],"url":"https://arxiv.org/abs/2610.06852v1","arxiv_id":"2610.06852v1","published":"2026-10-05T17:59:54Z"},{"title":"Base Models Can Reason By Taking a Cue From Training Data","abstract":"In this paper, we study how training data creates associations between the tokens at the start of a base model's response and the reasoning behavior that follows. First, we demonstrate that fixing particular starting token cues makes a base model's performance competitive with that of its reinforcement learning (RL)-trained counterparts on math and coding. For instance, the cue \".\\n\\nOkay\" raises Olmo-3-7B's MATH-500","authors":["Sophie L. Wang","Amil Dravid","Rulin Shao","Kevin Farhat","Sewon Min","Alexei A. Efros"],"url":"https://arxiv.org/abs/2610.06851v1","arxiv_id":"2610.06851v1","published":"2026-10-05T17:59:52Z"},{"title":"BiasFlow: Geometric Monitoring and Backbone Regularization for Spurious Feature Reliance","abstract":"Worst-group accuracy (WGA) evaluates a trained predictor but does not characterize how its frozen backbone behaves when a new head is learned. We introduce BiasFlow, a hook-based toolkit for monitoring class-attribute centroid alignment (IBMI), within-class centroid separation (W-IBMI), and feature-projection sensitivity. IBMI is confounded by class-attribute correlation and is not a measure of causal feature relianc","authors":["Haojin Deng","Zhiping Lin","Yimin Yang"],"url":"https://arxiv.org/abs/2610.06846v1","arxiv_id":"2610.06846v1","published":"2026-10-05T17:59:28Z"},{"title":"Learning to Read the Contextual Tokens in Diffusion Transformers","abstract":"Multimodal Diffusion Transformers (MM-DiTs) jointly process visual and textual representations throughout generation. These models repeatedly update the text tokens through multimodal attention, forming dynamic contextual tokens whose function is not well understood. In this work, we introduce a framework for reading this contextual space through natural-language interrogation. We train a lightweight bottleneck netwo","authors":["Omer Dahary","Etai Sella","Hadar Averbuch-Elor","Daniel Cohen-Or","Or Patashnik"],"url":"https://arxiv.org/abs/2610.06844v1","arxiv_id":"2610.06844v1","published":"2026-10-05T17:59:17Z"},{"title":"Recursive Video In-Context Learning for Agentic Robot","abstract":"LLM agents that orchestrate frozen vision-language-action (VLA) policies improve across episodes through text memory, which records what the agent did but not how the task is done. A demonstration video shows it, but fits poorly into an agent's context. The full video slows every turn, fixed keyframes lose the contact detail that decides whether a grasp holds, and what the agent needs shifts from the task's structure","authors":["Wenrui Bao","Xinxin Liu","Bingxin Xu","Yuzhang Shang"],"url":"https://arxiv.org/abs/2610.06843v1","arxiv_id":"2610.06843v1","published":"2026-10-05T17:59:11Z"},{"title":"UniSlider: Perceptually Uniform Sliders for Continuous Image Editing","abstract":"Sliders provide an intuitive interface for continuous image editing. In current generative approaches, however, the slider is simply a rescaling of the method's strength parameter, such as an adapter coefficient, a prompt weight, or an interpolation factor. This strength relates poorly to perceptual change. The image can partially revert as the slider moves, long stretches of the range produce no visible difference, ","authors":["David Serrano-Lozano","Duygu Ceylan","Yannick Hold-Geoffroy","Iliyan Georgiev","Javier Vazquez-Corral","Anna Frühstück"],"url":"https://arxiv.org/abs/2610.06831v1","arxiv_id":"2610.06831v1","published":"2026-10-05T17:58:11Z"},{"title":"MemPilot: Orchestrating On-Demand Multimodal Memory Curation for LLM Agents","abstract":"Memory has become integral to the LLM agent ecosystem, supporting information retention and reuse across interactions. However, most existing agent memory systems construct memory in a query-agnostic manner, which can incur unnecessary preprocessing cost and discard details that later prove essential. Recent studies have begun shifting memory processing toward runtime adaptation, but typically specialize in particula","authors":["Haozhen Zhang","Haodong Yue","Quanyu Long","Jianzhu Bao","Qingyuan Liu","Tao Feng"],"url":"https://arxiv.org/abs/2610.06830v1","arxiv_id":"2610.06830v1","published":"2026-10-05T17:58:06Z"},{"title":"CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling","abstract":"Open-source web agents are now strong enough to execute realistic browser tasks, but training them with reinforcement learning still depends on weak supervision: binary task success is too sparse for credit assignment, while frontier-language-model judges are too expensive to call at every step and cannot be assumed available at deployment. We introduce CLIFT, a training and test-time scaling method built around conf","authors":["Yifan Zhang","Yutong Dai","Viraj Prabhu","Zhiyuan Hu","Ran Xu","Zeyuan Chen"],"url":"https://arxiv.org/abs/2610.06829v1","arxiv_id":"2610.06829v1","published":"2026-10-05T17:57:51Z"},{"title":"TasteVal: Measuring the Experimental Research Taste of AI Systems Against Human Experts","abstract":"We introduce TasteVal, a benchmark to evaluate the experimental research taste of frontier models. We define research taste as the ability to pick interesting problems to solve, design experiments, and interpret experimental results. TasteVal measures the experimental component of research taste; given a fixed research problem, we measure how well a model iteratively designs experiments and draws conclusions from the","authors":["Oliver Jaffe","Dane Sherburn"],"url":"https://arxiv.org/abs/2610.06824v1","arxiv_id":"2610.06824v1","published":"2026-10-05T17:57:15Z"},{"title":"Deep Learning for Sleep Heart Rate Estimation from Accelerometers: Toward Population-Scale Cardiac Insight Without Optical Sensors","abstract":"Large longitudinal cohorts often contain wrist accelerometry without optical heart-rate sensing, motivating recovery of cardiac information from motion signals already collected during sleep. We present SeqSmoother, a transformer-based temporal corrector for sleep heart rate (HR) estimation from wrist accelerometry. SeqSmoother combines spectral descriptors with an intermediate Nightbeat-derived frequency anchor and ","authors":["Tanbin Islam Rohan","Pranjol Sen Gupta","Tanusree Debi","Nazmus Sakib"],"url":"https://arxiv.org/abs/2610.06823v1","arxiv_id":"2610.06823v1","published":"2026-10-05T17:56:57Z"},{"title":"Paradee: Distilling Kokoro-82M into an 8M-Parameter Single-Voice Text-to-Speech Model","abstract":"We distill Kokoro-82M, a widely used open text-to-speech model with 54 voices, into Paradee, an 8.07M-parameter model that speaks one of them. Paradee keeps Kokoro's architecture with much narrower layers, and each of its two halves is trained separately against the frozen teacher. It has 10x fewer parameters and needs 15x less compute. We first synthesize a corpus with the teacher and keep its durations, pitch, ener","authors":["Sahil Mahendrakar"],"url":"https://arxiv.org/abs/2610.06817v1","arxiv_id":"2610.06817v1","published":"2026-10-05T17:56:07Z"},{"title":"TAPDreamer: Transferable Adversarial Patches for World Action Models","abstract":"World models learn to predict how their environment will evolve, making them an important foundation for general-purpose robotic control. Yet world action models depend on camera inputs whose manipulation can corrupt the visual representations used across tasks and action policies. Existing attacks on these models optimize against the victim's actions or predicted futures and therefore require access to target-model ","authors":["Xuanyu Lu","Fengqing Jiang","Kaiyuan Zheng","Yichen Feng","Yaorui Ding","Yuetai Li"],"url":"https://arxiv.org/abs/2610.06814v1","arxiv_id":"2610.06814v1","published":"2026-10-05T17:55:21Z"},{"title":"Sharpen Without Search: On-Policy Distillation of Sequence-Level Power Distribution","abstract":"A language model can give a correct answer more probability than any single incorrect answer and still usually sample an incorrect one, because the incorrect answers together hold more probability. The power distribution raises each complete answer's probability to a power above one and renormalizes, shifting probability toward answers the model finds most likely (sharpening). Sampling from it improves reasoning with","authors":["Erfan Baghaei Potraghloo","Seyedarmin Azizi","Arya Fayyazi","Saeid Shokoufa","Mehdi Kamal","Souvik Kundu"],"url":"https://arxiv.org/abs/2610.06804v1","arxiv_id":"2610.06804v1","published":"2026-10-05T17:53:30Z"},{"title":"MC-Sparse: Deconstructing and Closing the Dense-Sparse Attention Gap in Diffusion Transformers","abstract":"Sparse attention is a primary approach to reducing the latency of diffusion transformers in long-sequence generation tasks, such as video and high-resolution 3D asset generation. However, existing methods can degrade generation quality and fidelity at high sparsity levels. Through controlled oracle comparisons, we trace this degradation to three sources: constraints imposed by token grouping, inaccurate interaction s","authors":["Jiarui Chen","Zeqiang Lai","Jiangshan Wang","Ziheng Ouyang","Ye Huang","Xiangyu Yue"],"url":"https://arxiv.org/abs/2610.06801v1","arxiv_id":"2610.06801v1","published":"2026-10-05T17:51:42Z"},{"title":"Back to the Future: Rethinking EDA Infrastructure for Agentic Systems in Chip Design Verification","abstract":"The unprecedented computational scale of modern artificial intelligence depends on complex, multi-billion-transistor Systems-on-Chip, yet the workflows that verify these chips remain stubbornly manual. Although Large Language Models (LLMs) have made rapid inroads into Electronic Design Automation (EDA), approximately 74.6% of existing studies target static Register-Transfer Level (RTL) code generation, leaving post-s","authors":["Je Yang","Ivan Lobov","Thomas Karpati"],"url":"https://arxiv.org/abs/2610.06790v1","arxiv_id":"2610.06790v1","published":"2026-10-05T17:48:14Z"},{"title":"IdeaLens: Detecting AI Ideas in Long-form Writing","abstract":"While modern AI detectors identify who wrote the words, emerging policies on AI use increasingly hinge on a different question: who came up with the ideas? We introduce IdeaLens, a detector that identifies whether a document's ideas came from a human or AI (idea provenance), regardless of who wrote its words. To focus IdeaLens on ideas rather than prose, we represent documents as outlines: lists of items that each pa","authors":["Rishanth Rajendhran","Minjoon Choi","Jenna Russell","Ramya Namuduri","Deniz Bölöni-Turgut","Marzena Karpinska"],"url":"https://arxiv.org/abs/2610.06778v1","arxiv_id":"2610.06778v1","published":"2026-10-05T17:43:33Z"},{"title":"Conditional Rank Allocation for Taxonomy-Aware Medical Language Model Adaptation","abstract":"Medical question answering spans specialties and clinical operations that may benefit from different adaptation directions. We propose ARBOR, a parameter-efficient method that selects rank-one components from a shared low-rank basis for each question. An additive gate combines question representations, specialty tags, operation tags, and their interaction; a learned coefficient scales the adapter residual. An illustr","authors":["Guangyuan Dong","Ziwei Hong","Xuehao Zhou","Zidong Yu","Bingchen Liu","Kehan Liu"],"url":"https://arxiv.org/abs/2610.06765v1","arxiv_id":"2610.06765v1","published":"2026-10-05T17:38:13Z"},{"title":"MatrixFormer: A Foundation Model for Matrix Completion","abstract":"Matrix completion underlies problems from tabular imputation to causal inference, yet existing tabular foundation models treat it as entry-by-entry prediction, repeating context for every target and discarding the matrix's two-dimensional structure. We introduce MatrixFormer, a pre-trained matrix-native transformer that predicts a full distribution for every missing entry in a single forward pass. MatrixFormer is tra","authors":["Dwaipayan Saha","Jacob Feitelberg","Kyuseong Choi","Raaz Dwivedi","Anish Agarwal"],"url":"https://arxiv.org/abs/2610.06751v1","arxiv_id":"2610.06751v1","published":"2026-10-05T17:28:38Z"},{"title":"Balancing Memory Pathways: Analyzing and Improving Memory Utilization in Hybrid LMs","abstract":"Recurrent-attention hybrid language models (LMs), which interleave attention and recurrent layers, are increasingly used to combine the efficiency of the recurrent layers with the strong performance of attention layers. Prior work suggests that attention and recurrent layers offer complementary pathways to use past information: attention supports precise memory recall from earlier tokens, while recurrent layers suppo","authors":["Hyunji Lee","Joykirat Singh","Zaid Khan","Justin Chih-Yao Chen","Elias Stengel-Eskin","Alessandro Sordoni"],"url":"https://arxiv.org/abs/2610.06750v1","arxiv_id":"2610.06750v1","published":"2026-10-05T17:27:30Z"},{"title":"BazaarBench: Delegation Safety in Decentralized C2C Marketplaces Run by LLM Agents","abstract":"In decentralized consumer-to-consumer (C2C) marketplaces, people list goods, negotiate with strangers, and rate one another, so trust rests on reputation. Large language model (LLM) agents now act for users, raising risks to their money, privacy, and reputation. We introduce BazaarBench, a simulated C2C marketplace and benchmark for evaluating the safety of these agents. It tracks ownership, item condition, and commi","authors":["Ziyan Wang","Shuqing Shi","James Oldfield","Samuele Marro","Jialin Yu","Philip Torr"],"url":"https://arxiv.org/abs/2610.06748v1","arxiv_id":"2610.06748v1","published":"2026-10-05T17:26:17Z"},{"title":"BRANCH-MoE: Balance-Aware Tree Routing for Large Embedding Models","abstract":"Mixture-of-experts (MoE) layers increase model capacity without a proportional increase in per-example computation. However, conventional flat routers can yield imbalanced expert utilization and treat experts as an unstructured collection, whose indices carry no topological meaning. We introduce {\\bf BRANCH-MoE}, a routing architecture that places \\(E\\) experts at the leaves of a binary decision tree of depth \\(\\log_","authors":["Gang Fu","Adel Javanmard","MohammadHossein Bateni","Vahab Mirrokni"],"url":"https://arxiv.org/abs/2610.06725v1","arxiv_id":"2610.06725v1","published":"2026-10-05T17:15:19Z"},{"title":"Closing the Context Gap: Activation Alignment for Tabular In-Context Learning","abstract":"Tabular foundation models perform in-context learning (ICL) by conditioning predictions on labeled training examples provided as context. Unlike traditional models that separate training from inference, these models must process all training examples in every forward pass, making each prediction expensive. Restricting the number of training examples reduces this cost but substantially degrades performance. Instead of","authors":["Yoel Zeldes"],"url":"https://arxiv.org/abs/2610.06679v1","arxiv_id":"2610.06679v1","published":"2026-10-05T16:48:02Z"},{"title":"The Pushback Paradox: A Two-Probe Diagnostic for Language Model Compliance","abstract":"Are language models compliant with user instructions? A model that always complies can be stopped but also exploited, while one that always resists can be neither exploited nor stopped. We contribute an open two-probe benchmark that can place any language model on this spectrum. In the active probe, a user instructs the model to act and accept a lower payoff, which measures exploitability. In the passive probe, the u","authors":["Stefan Bühler","David Exler","Markus Reischl","Mark Schutera"],"url":"https://arxiv.org/abs/2610.06673v1","arxiv_id":"2610.06673v1","published":"2026-10-05T16:46:42Z"},{"title":"VideoTapestry: Query-Adaptive Memory Refinement for Multi-Agent Long-Video Understanding","abstract":"Long-video understanding places substantial demands on memory, as answering questions often requires retrieving information distributed across extended temporal spans. Existing approaches broadly follow two paradigms: query-driven exploration, which is sensitive to localization errors, and query-independent memory construction, which may omit question-specific details. We introduce VideoTapestry, a training-free mult","authors":["Yucheng Liu","Yufei Yin","Mingxiao Feng","Jiajun Deng","Wengang Zhou","Houqiang Li"],"url":"https://arxiv.org/abs/2610.06672v1","arxiv_id":"2610.06672v1","published":"2026-10-05T16:44:25Z"},{"title":"Language models can notice an impossible engineering problem yet still report it as solved","abstract":"Language models draft engineering calculations, but answer accuracy does not show whether they reject an impossible problem. We tested 14 models on 30 pairs of mechanics problems, each with a valid version and one made impossible by changing a given value or assumption. Two independent solvers verified every answer key and showed that each flawed problem was physically impossible. We scored solving of valid problems ","authors":["Shaoliang Yang","Jun Wang"],"url":"https://arxiv.org/abs/2610.06668v1","arxiv_id":"2610.06668v1","published":"2026-10-05T16:43:21Z"}],"history":{"events":[{"year":2014,"text":"Formula One racing driver Jules Bianchi crashed at the Japanese Grand Prix, sustaining fatal head injuries that would kill him the following year.","url":"https://en.wikipedia.org/wiki/Jules_Bianchi"},{"year":2011,"text":"Two Chinese cargo ships were attacked and their crews murdered on a stretch of the Mekong River in far northern Thailand.","url":"https://en.wikipedia.org/wiki/Mekong_River_massacre"},{"year":2000,"text":"Colour revolutions: During protests over irregularities in the Yugoslavian general election, a wheel-loader was driven into the Radio Television of Serbia building, giving the protests the nickname \"Bulldozer Revolution\".","url":"https://en.wikipedia.org/wiki/Colour_revolution"},{"year":1999,"text":"Two trains collided head-on in Ladbroke Grove, London, killing 31 people, injuring 417, and severely damaging public confidence in the management and regulation of safety of Britain's privatised railway system.","url":"https://en.wikipedia.org/wiki/Ladbroke_Grove_rail_crash"},{"year":1994,"text":"Swiss police found the bodies of 48 members of the Order of the Solar Temple, who had died in a cult mass murder-suicide.","url":"https://en.wikipedia.org/wiki/Order_of_the_Solar_Temple"},{"year":1988,"text":"During the United States vice-presidential debate, Democratic candidate Lloyd Bentsen told his opponent Dan Quayle, \"Senator, you're no Jack Kennedy.\"","url":"https://en.wikipedia.org/wiki/Lloyd_Bentsen"},{"year":1986,"text":"Eugene Hasenfus's plane was shot down by Nicaraguan forces while carrying weapons to the Contra rebels on behalf of the U.S. government; he was subsequently captured, leading to an international controversy.","url":"https://en.wikipedia.org/wiki/Eugene_Hasenfus"},{"year":1963,"text":"The U.S. suspended the Commercial Import Program, its main economic support for South Vietnam, in response to the oppression of Buddhists by President Ngô Đình Diệm (pictured).","url":"https://en.wikipedia.org/wiki/Commercial_Import_Program"},{"year":1962,"text":"\"Love Me Do\", the first single by the Beatles, was released in the United Kingdom.","url":"https://en.wikipedia.org/wiki/Love_Me_Do"},{"year":1962,"text":"Dr. No, the first James Bond film, was released.","url":"https://en.wikipedia.org/wiki/Dr._No_(film)"},{"year":1937,"text":"Six days after retiring from the Queen's College, Oxford, Robert Howard Hodgkin was elected its provost due to the sudden death of B. H. Streeter.","url":"https://en.wikipedia.org/wiki/The_Queen's_College%2C_Oxford"},{"year":1936,"text":"Around 200 men began a 291-mile (468 km) march from Jarrow to London, carrying a petition to the British government requesting the re-establishment of industry in the town.","url":"https://en.wikipedia.org/wiki/Jarrow_March"},{"year":1903,"text":"Samuel Griffith (pictured) became the first Chief Justice of Australia, while Edmund Barton and Richard O'Connor became the first Puisne Justices of the High Court of Australia.","url":"https://en.wikipedia.org/wiki/Samuel_Griffith"},{"year":1869,"text":"During construction of the Eastman tunnel in St. Anthony, Minnesota (now Minneapolis), the Mississippi River broke through the tunnel's limestone ceiling, nearly destroying Saint Anthony Falls.","url":"https://en.wikipedia.org/wiki/Eastman_tunnel"},{"year":1838,"text":"A Cherokee band attacked settlers near Larissa, Texas, killing or abducting 18 people.","url":"https://en.wikipedia.org/wiki/Cherokee"},{"year":1789,"text":"French Revolution: Upset about the high price and scarcity of bread, thousands of Parisian women and allies marched (pictured) on the Palace of Versailles.","url":"https://en.wikipedia.org/wiki/French_Revolution"},{"year":869,"text":"The Fourth Council of Constantinople, the eighth Catholic Ecumenical Council, was convened to discuss the patriarchate of Photios I of Constantinople.","url":"https://en.wikipedia.org/wiki/Fourth_Council_of_Constantinople_(Catholic_Church)"}],"births":[{"year":2006,"text":"Jacob Tremblay, Canadian actor","url":"https://en.wikipedia.org/wiki/Jacob_Tremblay"},{"year":1999,"text":"Washington Sundar, Indian cricketer","url":"https://en.wikipedia.org/wiki/Washington_Sundar"},{"year":1998,"text":"Exequiel Palacios, Argentine footballer","url":"https://en.wikipedia.org/wiki/Exequiel_Palacios"},{"year":1997,"text":"Michael Hoecht, Canadian American football player","url":"https://en.wikipedia.org/wiki/Michael_Hoecht"},{"year":1993,"text":"Jewell Loyd, American basketball player","url":"https://en.wikipedia.org/wiki/Jewell_Loyd"},{"year":1993,"text":"Wakamotoharu Minato, Japanese sumo wrestler","url":"https://en.wikipedia.org/wiki/Wakamotoharu_Minato"},{"year":1992,"text":"Kevin Magnussen, Danish racing driver","url":"https://en.wikipedia.org/wiki/Kevin_Magnussen"},{"year":1992,"text":"Cody Zeller, American basketball player","url":"https://en.wikipedia.org/wiki/Cody_Zeller"}],"deaths":[{"year":2026,"text":"Jeffrey Archer, English novelist and politician (born 1940)","url":"https://en.wikipedia.org/wiki/Jeffrey_Archer"},{"year":2024,"text":"Robert Coover, American novelist (born 1932)","url":"https://en.wikipedia.org/wiki/Robert_Coover"},{"year":2017,"text":"Eberhard van der Laan, Dutch politician, mayor of Amsterdam (born 1955)","url":"https://en.wikipedia.org/wiki/Eberhard_van_der_Laan"},{"year":2016,"text":"Brock Yates, American journalist and author (born 1933)","url":"https://en.wikipedia.org/wiki/Brock_Yates"},{"year":2015,"text":"Chantal Akerman, Belgian-French actress, director, and producer (born 1950)","url":"https://en.wikipedia.org/wiki/Chantal_Akerman"},{"year":2015,"text":"Joker Arroyo, Filipino lawyer and politician (born 1927)","url":"https://en.wikipedia.org/wiki/Joker_Arroyo"},{"year":2015,"text":"Grace Lee Boggs, American philosopher, author, and activist (born 1915)","url":"https://en.wikipedia.org/wiki/Grace_Lee_Boggs"},{"year":2015,"text":"Henning Mankell, Swedish author and playwright (born 1948)","url":"https://en.wikipedia.org/wiki/Henning_Mankell"}]},"census":{"panel_version":2,"probed":14770,"error_rate":21.51,"degraded":false,"rates":{"head":12.7,"tail":6,"ai_native":74.55}},"sources":[{"id":"attention","name":"Wikipedia most-read","url":"https://api.wikimedia.org","license":"CC BY-SA 4.0","attribution":"Wikipedia contributors"},{"id":"frontier","name":"Hacker News","url":"https://news.ycombinator.com","license":"Public API — titles and links, credited","attribution":"Hacker News / Y Combinator"},{"id":"research","name":"arXiv cs.AI","url":"https://arxiv.org","license":"Open metadata, per arXiv API terms","attribution":"arXiv.org"},{"id":"history","name":"Wikipedia On this day","url":"https://api.wikimedia.org","license":"CC BY-SA 4.0","attribution":"Wikipedia contributors"}],"license":"Records are CC BY-SA 4.0, inheriting from Wikipedia. Every item links to its source."}