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wildfire loop' in south-east Australia, study finds https://zot.news/article/two-men-freed-two-decades-under-indefinite-jail-terms-fwlu3Zotpaperen2026-10-07T18:46:43.020ZTwo men freed after two decades under indefinite jail terms https://zot.news/article/cryptomining-malware-targets-exposed-ai-servers-worldwide-v5jbkZotpaperen2026-10-07T18:46:21.610ZCryptomining malware targets exposed AI servers worldwide https://zot.news/article/satellite-images-reveal-chinese-attack-jets-new-laos-airbase-3dmeiZotpaperen2026-10-07T18:45:56.417ZSatellite images reveal Chinese attack jets at new Laos airbase https://zot.news/article/gaza-war-drives-british-activism-legal-crackdown-follows-asrbsZotpaperen2026-10-07T18:45:52.433ZGaza war drives British activism, legal crackdown follows https://zot.news/article/bitcoin-falls-82-7k-bond-yields-hit-24-year-high-oil-spikes-unl3gZotpaperen2026-10-07T18:45:43.823ZBitcoin falls to $82.7K as bond yields hit 24-year high and oil spikes on Iran tensions 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Waikare Gorge https://zot.news/article/parallel-systems-raises-100m-bring-autonomous-electric-siqq2Zotpaperen2026-10-07T18:42:36.920ZParallel Systems raises $100M to bring autonomous electric freight trains to short-haul routes https://zot.news/article/taylors-migration-plan-could-push-up-rideshare-prices-mppi1Zotpaperen2026-10-07T18:42:22.744ZTaylor's migration plan could push up rideshare prices, economists divided https://zot.news/article/bitcoin-bounces-84-000-us-30-year-bond-yield-hits-24-year-es9jeZotpaperen2026-10-07T17:44:12.575ZBitcoin bounces to $84,000 as US 30-year bond yield hits 24-year high https://zot.news/article/openai-introduces-college-planner-chatgpt-teens-mr7ibZotpaperen2026-10-07T17:44:01.485ZOpenAI introduces College Planner for ChatGPT for Teens https://zot.news/article/constellation-brands-beats-earnings-faces-cautious-beer-2vqd3Zotpaperen2026-10-07T17:43:57.108ZConstellation Brands beats earnings but faces cautious beer drinkers https://zot.news/article/germanys-merz-condemns-extremism-far-right-far-left-gains-7qe2zZotpaperen2026-10-07T17:43:43.532ZGermany’s Merz condemns ‘extremism’ after far-right and far-left gains in state elections https://zot.news/article/fed-survey-shows-inflation-expectations-jump-3-9-highest-ai9uzZotpaperen2026-10-07T17:43:42.298ZFed Survey Shows Inflation Expectations Jump to 3.9%, Highest Since May 2023 https://zot.news/article/microsoft-outlook-block-msix-msixbundle-attachments-starting-9rbtxZotpaperen2026-10-07T17:43:29.509ZMicrosoft Outlook to block .msix and .msixbundle attachments starting November https://zot.news/article/living-standards-study-warns-historic-decline-under-labour-35hakZotpaperen2026-10-07T17:43:20.613ZLiving standards study warns of historic decline under Labour ahead of budget https://zot.news/article/musk-rejects-tsmc-takeover-rumors-proposes-sublease-terafab-9vkrqZotpaperen2026-10-07T17:43:10.182ZMusk Rejects TSMC Takeover Rumors, Proposes Sublease for Terafab https://zot.news/article/ken-paxton-admits-leaked-audio-iran-war-gas-prices-hurt-psd4iZotpaperen2026-10-07T17:43:05.376ZKen Paxton admits in leaked audio that Iran war and gas prices hurt Republican campaign https://zot.news/article/canada-indefinitely-suspends-assisted-dying-expansion-people-lwa04Zotpaperen2026-10-07T17:42:53.570ZCanada indefinitely suspends assisted dying expansion for people with mental illness https://zot.news/article/meta-announces-new-ai-tools-detect-ads-directing-users-child-pxdyrZotpaperen2026-10-07T17:42:50.062ZMeta announces new AI tools to detect ads directing users to child sexual abuse material https://zot.news/article/200-000-displaced-yemen-fighting-intensifies-un-reports-n9c4zZotpaperen2026-10-07T17:42:38.644ZOver 200,000 displaced in Yemen as fighting intensifies, UN reports https://zot.news/article/three-years-7-october-israelis-demand-accountability-no-tkg56Zotpaperen2026-10-07T17:42:27.474ZThree years after 7 October, Israelis demand accountability as no state inquiry exists https://zot.news/article/spacex-talks-raise-40-billion-nvidia-gpu-purchases-sources-j7l18Zotpaperen2026-10-07T17:42:11.608ZSpaceX in talks to raise $40 billion for Nvidia GPU purchases, sources say https://zot.news/article/disney-stream-super-bowl-lxi-february-2027-yeskdZotpaperen2026-10-07T17:42:10.958ZDisney+ to stream Super Bowl LXI in February 2027 https://zot.news/article/microsoft-nvidia-ceos-unveil-next-generation-windows-ai-pcs-gfr1bZotpaperen2026-10-07T16:48:21.079ZMicrosoft and Nvidia CEOs to unveil next-generation Windows AI PCs at San Francisco event https://zot.news/article/coco-gauff-says-online-racist-abuse-draining-china-open-exit-ql0ybZotpaperen2026-10-07T16:48:17.945ZCoco Gauff says online racist abuse was ‘draining’ after China Open exit https://zot.news/article/european-mobile-operators-gain-smartphone-market-share-open-g67w1Zotpaperen2026-10-07T16:47:52.218ZEuropean mobile operators gain smartphone market share as open market shrinks https://zot.news/article/saudi-arabia-ends-22-year-arabian-gulf-cup-drought-victory-qwtlwZotpaperen2026-10-07T16:47:43.147ZSaudi Arabia ends 22-year Arabian Gulf Cup drought with victory over UAE https://zot.news/article/south-korea-signals-military-exemption-cuts-athlete-backlash-vcjufZotpaperen2026-10-07T16:47:32.961ZSouth Korea Signals Military Exemption Cuts After Athlete Backlash https://zot.news/article/qualcomm-licenses-huaweis-logicfolding-chip-patents-cross-fnmszZotpaperen2026-10-07T16:47:26.865ZQualcomm Licenses Huawei's LogicFolding Chip Patents in Cross-Licensing Deal https://zot.news/article/used-car-prices-fall-q3-record-gas-costs-rising-rates-k2dweZotpaperen2026-10-07T16:47:19.186ZUsed car prices fall in Q3 as record gas costs and rising rates squeeze buyers https://zot.news/article/eleven-bail-hostels-high-risk-prisoners-closed-early-release-0lgvnZotpaperen2026-10-07T16:47:07.860ZEleven bail hostels for high-risk prisoners closed as early release scheme begins https://zot.news/article/eleven-arrested-pro-palestinian-london-protests-7-october-c85xfZotpaperen2026-10-07T16:46:53.763ZEleven Arrested at Pro-Palestinian London Protests on 7 October Anniversary https://zot.news/article/man-jailed-life-killing-ex-partner-days-early-release-m1eyvZotpaperen2026-10-07T16:46:43.572ZMan Jailed for Life for Killing Ex-Partner Days After Early Release https://zot.news/article/france-faces-twin-crises-student-protests-pause-bond-markets-3rnzlZotpaperen2026-10-07T16:46:42.531ZFrance faces twin crises as student protests pause and bond markets tighten https://zot.news/article/elderly-couple-killed-caerphilly-house-fire-portable-heater-wda2oZotpaperen2026-10-07T16:46:13.777ZElderly couple killed in Caerphilly house fire after portable heater explosion, inquest finds https://zot.news/article/george-galloway-contests-london-byelection-abroad-without-rq9wyZotpaperen2026-10-07T16:46:12.295ZGeorge Galloway contests London byelection from abroad without setting foot in UK https://zot.news/article/badenoch-declares-herself-new-owner-she-remakes-tory-party-x7376Zotpaperen2026-10-07T16:46:06.956ZBadenoch declares herself the 'new owner' as she remakes Tory party in her image https://zot.news/article/glasgow-gangland-enforcer-author-paul-ferris-dies-62-xu88aZotpaperen2026-10-07T16:45:41.453ZGlasgow gangland enforcer and author Paul Ferris dies at 62 https://zot.news/article/tony-fadell-says-first-wave-ai-gadgets-failed-because-they-yxfo3Zotpaperen2026-10-07T15:46:50.994ZTony Fadell says first wave of AI gadgets failed because they solved no real need https://zot.news/article/retired-hunter-valley-couple-wins-high-court-fight-against-5cth6Zotpaperen2026-10-07T15:46:09.214ZRetired Hunter Valley couple wins High Court fight against coal mine expansion https://zot.news/article/australias-major-parties-unveil-competing-immigration-jhonkZotpaperen2026-10-07T15:46:02.443ZAustralia's major parties unveil competing immigration policies ahead of federal election https://zot.news/article/bbc-staff-accuse-leadership-sparing-executives-2-000-job-zyqlqZotpaperen2026-10-07T15:45:57.801ZBBC staff accuse leadership of sparing executives as 2,000 job cuts bite https://zot.news/article/ai-machine-learning-become-performance-tools-motorsport-2ks4vZotpaperen2026-10-07T15:45:44.940ZAI and machine learning become performance tools in motorsport https://zot.news/article/amazon-shoppers-discover-detailed-personality-body-profiles-i9ihwZotpaperen2026-10-07T15:45:24.908ZAmazon shoppers discover detailed personality and body profiles in their account settings https://zot.news/article/google-deepmind-meta-invest-300-million-zuckerberg-backed-ud03zZotpaperen2026-10-07T15:45:00.286ZGoogle DeepMind and Meta invest $300 million in Zuckerberg-backed Biohub virtual cell project https://zot.news/article/paramount-completes-110bn-warner-bros-discovery-takeover-pd69cZotpaperen2026-10-07T15:44:41.855ZParamount completes $110bn Warner Bros Discovery takeover amid press freedom fears https://zot.news/article/kazakhstan-central-bank-teams-tether-study-stablecoin-j2njhZotpaperen2026-10-07T15:44:41.390ZKazakhstan Central Bank Teams With Tether to Study Stablecoin and Tokenization https://zot.news/article/porsche-braces-lower-sales-pivots-high-end-models-cost-cuts-vin25Zotpaperen2026-10-07T15:44:30.052ZPorsche Braces for Lower Sales, Pivots to High-End Models and Cost Cuts https://zot.news/article/pennon-slashes-dividend-taps-investors-550m-fix-south-west-xozasZotpaperen2026-10-07T15:44:09.202ZPennon slashes dividend and taps investors for £550m to fix South West Water infrastructure https://zot.news/article/google-launches-global-synthid-detection-website-ai-content-og5o1Zotpaperen2026-10-07T15:43:56.507ZGoogle launches global SynthID detection website for AI content verification https://zot.news/article/izmir-mayor-defects-erdogans-akp-turkish-opposition-rqp7aZotpaperen2026-10-07T15:43:36.615ZIzmir mayor defects to Erdogan's AKP as Turkish opposition crackdown intensifies https://zot.news/article/ring-launch-smart-lock-hand-crank-backup-dead-batteries-61nasZotpaperen2026-10-07T15:43:29.433ZRing to Launch Smart Lock with Hand-Crank Backup for Dead Batteries https://zot.news/article/uk-consulate-east-jerusalem-shuts-israeli-order-amid-tg7g8Zotpaperen2026-10-07T15:43:17.548ZUK consulate in East Jerusalem shuts after Israeli order amid settlement trade dispute https://zot.news/article/flavio-bolsonaro-vows-re-democratise-brazil-stoking-bzvdaZotpaperen2026-10-07T15:43:01.813ZFlávio Bolsonaro vows to 're-democratise' Brazil, stoking authoritarian fears https://zot.news/article/alleged-shinyhunters-leader-detained-jordan-cooperating-fbi-8b9hcZotpaperen2026-10-07T15:42:45.142ZAlleged ShinyHunters Leader Detained in Jordan, Cooperating with FBI https://zot.news/article/personal-ai-assistant-tab-launches-stealth-300-million-esd5lZotpaperen2026-10-07T15:42:40.458ZPersonal AI Assistant Tab Launches From Stealth at $300 Million Valuation https://zot.news/article/high-court-strikes-down-mount-pleasant-coalmine-expansion-0m0igZotpaperen2026-10-07T15:42:34.118ZHigh Court strikes down Mount Pleasant coalmine expansion as Albanese promotes climate action in the Pacific https://zot.news/article/leaked-renders-offer-first-look-apple-lgs-smart-home-devices-4m59bZotpaperen2026-10-07T15:42:15.067ZLeaked renders offer first look at Apple and LG's smart home devices https://zot.news/article/us-vice-president-vance-calls-iran-reduce-uranium-enrichment-6q9bsZotpaperen2026-10-07T14:47:21.896ZUS Vice President Vance calls for Iran to reduce uranium enrichment, softening earlier demands https://zot.news/article/nasa-seeks-good-deals-only-partners-prioritises-moon-base-k1df9Zotpaperen2026-10-07T14:47:09.777ZNASA seeks 'good deals only' from partners as it prioritises Moon base over Gateway https://zot.news/article/childminder-who-left-27-children-alone-described-master-fihj0Zotpaperen2026-10-07T14:46:53.325ZChildminder who left 27 children alone described as 'master manipulator' by parents https://zot.news/article/badenoch-unveils-inheritance-tax-cut-family-homes-prompting-fcg83Zotpaperen2026-10-07T14:46:40.655ZBadenoch unveils inheritance tax cut on family homes, prompting criticism of favouring wealthy https://zot.news/article/police-release-body-worn-video-dexter-style-killers-arrest-fes1oZotpaperen2026-10-07T14:46:13.369ZPolice release body-worn video of 'Dexter'-style killer's arrest https://zot.news/article/separatist-parti-quebecois-wins-quebec-election-falls-short-n9etxZotpaperen2026-10-07T14:45:47.627ZSeparatist Parti Québécois wins Quebec election but falls short of majority https://zot.news/article/washington-state-voters-decide-fate-millionaire-tax-repeal-8arvxZotpaperen2026-10-07T14:45:34.487ZWashington state voters to decide fate of millionaire tax as repeal effort reaches ballot https://zot.news/article/rural-abuse-survivors-urge-stronger-government-support-usug1Zotpaperen2026-10-07T14:45:18.157ZRural abuse survivors urge stronger government support as childhood trauma detailed https://zot.news/article/fbi-secret-service-confirm-ongoing-attacks-using-fortibleed-aylnhZotpaperen2026-10-07T14:44:46.496ZFBI and Secret Service confirm ongoing attacks using FortiBleed credentials https://zot.news/article/mcdonalds-sued-ai-pricing-tool-alleged-fix-franchise-menu-2vturZotpaperen2026-10-07T14:44:17.837ZMcDonald's sued over AI pricing tool alleged to fix franchise menu prices https://zot.news/article/man-accused-murdering-ann-widdecombe-faces-new-charge-plot-8v9nkZotpaperen2026-10-07T14:44:12.991ZMan accused of murdering Ann Widdecombe faces new charge over plot targeting Nigel Farage's home https://zot.news/article/housing-activists-madrid-encampment-pin-hopes-spains-snap-jtsitZotpaperen2026-10-07T13:52:24.303ZHousing activists at Madrid encampment pin hopes on Spain's snap election after legislation blocked https://zot.news/article/gsr-launches-100m-onchain-credit-vault-business-hare-39cz0Zotpaperen2026-10-07T13:52:00.303ZGSR Launches $100M Onchain Credit Vault Business Hare https://zot.news/article/trumps-un-threats-amount-war-crimes-legal-analysis-argues-iv4e9Zotpaperen2026-10-07T13:51:40.084ZTrump's UN threats amount to 'war crimes', legal analysis argues https://zot.news/article/nine-ten-vmware-customers-consider-alternatives-licensing-7x5z3Zotpaperen2026-10-07T13:51:33.272ZNine in ten VMware customers consider alternatives as licensing costs soar, survey finds https://zot.news/article/mortgage-rates-hit-near-three-year-high-demand-continues-fb2orZotpaperen2026-10-07T13:51:23.489ZMortgage rates hit near three-year high as demand continues to fall https://zot.news/article/dutch-tax-office-abandons-microsoft-365-cloud-premises-open-kp7xyZotpaperen2026-10-07T13:51:21.518ZDutch tax office abandons Microsoft 365 cloud for on-premises and open source alternatives https://zot.news/article/us-heating-oil-bills-forecast-jump-21-winter-global-eir0hZotpaperen2026-10-07T13:51:09.507ZUS heating oil bills forecast to jump 21% this winter as global distillate supplies tighten https://zot.news/article/critical-atlassian-vulnerability-exploited-wild-hours-proof-rcqa0Zotpaperen2026-10-07T13:51:00.742ZCritical Atlassian vulnerability exploited in the wild hours after proof-of-concept release https://zot.news/article/zelenskyy-condemns-apartment-block-strike-gift-putins-8bg3kZotpaperen2026-10-07T13:50:56.397ZZelenskyy condemns apartment block strike as a 'gift' for Putin's birthday https://zot.news/article/dozens-detained-immigrants-launch-hunger-strike-georgia-ice-30bmzZotpaperen2026-10-07T13:50:38.207ZDozens of Detained Immigrants Launch Hunger Strike at Georgia ICE Facility https://zot.news/article/reform-uk-clears-officials-breaching-foreign-donation-rules-y4hemZotpaperen2026-10-07T13:50:29.129ZReform UK clears officials of breaching foreign donation rules despite police inquiry https://zot.news/article/sonicwall-patches-maximum-severity-ssrf-flaw-sma1000-2t3rpZotpaperen2026-10-07T13:50:26.062ZSonicWall patches maximum-severity SSRF flaw in SMA1000 gateways https://zot.news/article/us-military-aid-israel-continues-gaza-war-marks-three-years-vdbcjZotpaperen2026-10-07T13:49:42.203ZUS military aid to Israel continues as Gaza war marks three years https://zot.news/article/amazon-prime-big-deal-days-13-tech-accessories-priced-13-4hc1kZotpaperen2026-10-07T13:49:00.447ZAmazon Prime Big Deal Days: 13 Tech Accessories Priced at $13 or Less https://zot.news/article/google-launches-playground-browser-based-platform-ai-created-utfc3Zotpaperen2026-10-07T13:49:00.303ZGoogle launches Playground, a browser-based platform for AI-created games https://zot.news/article/florida-sues-tp-link-router-security-alleged-ties-china-566mzZotpaperen2026-10-07T13:46:22.388ZFlorida sues TP-Link over router security and alleged ties to China https://zot.news/article/google-xreal-aura-glasses-pre-orders-open-1-279-rivaling-22fgsZotpaperen2026-10-07T13:46:20.112ZGoogle Xreal Aura Glasses Pre-Orders Open at $1,279, Rivaling Meta's VR Glasses https://zot.news/article/amazon-fall-prime-day-2026-apple-accessory-deals-include-u3c9mZotpaperen2026-10-07T13:46:07.382ZAmazon fall Prime Day 2026: Apple accessory deals include AirPods Pro 3 at all-time low https://zot.news/article/ice-signed-16-7m-shock-glove-contract-despite-army-study-x6bddZotpaperen2026-10-07T13:45:48.785ZICE signed $16.7m shock-glove contract despite army study showing intense pain https://zot.news/article/bipartisan-panel-finds-webulls-china-ties-pose-national-gshvgZotpaperen2026-10-07T13:45:26.228ZBipartisan panel finds Webull's China ties pose national security risk to U.S. finance https://zot.news/article/palestinian-killed-16-wounded-west-bank-settler-attack-d97f9Zotpaperen2026-10-07T13:44:48.147ZPalestinian killed, 16 wounded in West Bank settler attack during olive harvest https://zot.news/article/kenya-reports-first-ever-ebola-case-contact-tracing-gslu3Zotpaperen2026-10-07T13:44:32.619ZKenya reports first-ever Ebola case as contact tracing and screening concerns mount https://zot.news/article/model-predicts-full-6-dof-motion-every-pixel-monocular-video-8eixuZotpaperen2026-10-07T13:11:01.290ZModel predicts full 6-DoF motion at every pixel from monocular video https://zot.news/article/growing-neural-networks-learn-retrieving-stored-training-79golZotpaperen2026-10-07T13:10:24.198ZGrowing neural networks learn by retrieving stored training examples https://zot.news/article/local-global-rewards-improve-long-horizon-video-consistency-yhju4Zotpaperen2026-10-07T13:10:18.878ZLocal and global rewards improve long-horizon video consistency https://zot.news/article/30-hours-fmri-per-subject-decoding-natural-speech-8i8q7Zotpaperen2026-10-07T13:07:55.680Z30 hours of fMRI per subject for decoding natural speech. https://zot.news/article/divergence-choice-distillation-controls-student-model-ho93gZotpaperen2026-10-07T13:06:43.101ZDivergence choice in distillation controls student model entropy https://zot.news/article/benchmark-scores-prompt-injection-detectors-do-not-predict-piea3Zotpaperen2026-10-07T13:05:37.774ZBenchmark scores on prompt injection detectors do not predict real-world performance in LLM agents. https://zot.news/article/formal-proofs-verify-skill-removal-preservation-neural-ltjftZotpaperen2026-10-07T13:05:21.397ZFormal proofs verify skill removal and preservation in neural networks https://zot.news/article/confidence-guided-complementary-evidence-pool-improves-zfvqeZotpaperen2026-10-07T13:05:16.316ZConfidence-guided complementary evidence pool improves multimodal retrieval-augmented generation https://zot.news/article/husband-norfolk-gp-charged-murder-appears-court-e85c8Zotpaperen2026-10-07T12:45:33.382ZHusband of Norfolk GP charged with murder appears in court https://zot.news/article/common-sense-media-calls-chatgpt-teens-unacceptable-risk-imsbvZotpaperen2026-10-07T12:45:31.840ZCommon Sense Media study finds ChatGPT for Teens fails key safety tests; OpenAI disputes methodology https://zot.news/article/husband-charged-murder-norfolk-gp-dr-hannah-terry-appears-r978wZotpaperen2026-10-07T12:45:13.963ZHusband Charged with Murder of Norfolk GP Dr Hannah Terry Appears in Court https://zot.news/article/man-pleads-guilty-sexually-assaulting-woman-drugged-husband-zakeiZotpaperen2026-10-07T12:44:58.812ZMan pleads guilty to sexually assaulting woman drugged by husband in Stockport abuse case https://zot.news/article/three-years-october-7-israeli-society-transformed-war-trauma-n3yrzZotpaperen2026-10-07T12:44:44.814ZThree years after October 7: Israeli society transformed by war and trauma https://zot.news/article/three-arrested-london-raid-network-accused-faking-gay-asylum-hynvcZotpaperen2026-10-07T12:44:32.684ZThree arrested in London raid on network accused of faking gay asylum claims https://zot.news/article/former-barclays-traders-have-rate-rigging-convictions-nh2z2Zotpaperen2026-10-07T12:43:51.070ZFormer Barclays traders have rate-rigging convictions quashed by Court of Appeal https://zot.news/article/jaguar-reveals-all-electric-type-01-rebranding-backlash-427srZotpaperen2026-10-07T12:43:32.950ZJaguar reveals all-electric Type 01 after rebranding backlash, faces mixed reception https://zot.news/article/serial-rapist-christopher-malcolms-appeal-refused-court-qefp5Zotpaperen2026-10-07T12:43:28.670ZSerial rapist Christopher Malcolm's appeal refused by court https://zot.news/article/ellyse-perry-deflects-retirement-talk-ahead-bangladesh-odi-f5sudZotpaperen2026-10-07T12:43:00.037ZEllyse Perry Deflects Retirement Talk Ahead of Bangladesh ODI Series https://zot.news/article/richard-e-grant-outs-himself-traitor-chaotic-celebrity-y9opzZotpaperen2026-10-07T12:42:56.715ZRichard E. Grant outs himself as traitor in chaotic Celebrity Traitors UK moment https://zot.news/article/former-german-spy-chief-august-hanning-arrested-espionage-d7t1jZotpaperen2026-10-07T12:42:53.269ZFormer German spy chief August Hanning arrested on espionage charges https://zot.news/article/single-generator-reconstructs-3d-scenes-any-scale-without-slx37Zotpaperen2026-10-07T12:13:37.161ZSingle generator reconstructs 3D scenes at any scale without per-scene optimization https://zot.news/article/training-video-models-across-counterfactual-views-improves-0fwznZotpaperen2026-10-07T12:13:26.015ZTraining video models across counterfactual views improves evidence-grounded answers https://zot.news/article/test-time-method-prevents-drift-long-video-generation-c42jmZotpaperen2026-10-07T12:12:43.101ZTest-time method prevents drift in long video generation by keeping caching in-distribution https://zot.news/article/new-defense-eliminates-branch-steering-attacks-computer-use-nbhbmZotpaperen2026-10-07T12:11:25.296ZNew defense eliminates branch steering attacks on computer-use agents https://zot.news/article/human-preferences-contain-signals-rubrics-verifiers-miss-q4gnjZotpaperen2026-10-07T12:11:24.846ZHuman preferences contain signals that rubrics and verifiers miss https://zot.news/article/zephon-data-loader-provides-deterministic-training-across-h96mmZotpaperen2026-10-07T12:10:42.850ZZephon data loader provides deterministic training across GPU topology changes https://zot.news/article/tailored-vector-quantization-space-enables-accurate-1-bit-kv-b943fZotpaperen2026-10-07T12:10:13.228ZTailored vector quantization space enables accurate 1-bit KV cache compression https://zot.news/article/frame-level-speaker-embeddings-enable-efficient-cpu-1j9x8Zotpaperen2026-10-07T12:08:42.523ZFrame-level speaker embeddings enable efficient CPU streaming diarization https://zot.news/article/new-metric-detects-real-world-plausibility-failures-ai-qa4qdZotpaperen2026-10-07T12:08:03.200ZNew metric detects real-world plausibility failures in AI-generated images https://zot.news/article/forecasting-3d-scene-motion-improves-dexterous-robot-y3me5Zotpaperen2026-10-07T12:06:46.371ZForecasting 3D scene motion improves dexterous robot manipulation https://zot.news/article/masking-irrelevant-image-regions-exposes-hidden-uncertainty-pbq3aZotpaperen2026-10-07T12:05:43.324ZMasking irrelevant image regions exposes hidden uncertainty in multimodal models https://zot.news/article/training-language-models-ignore-constraints-will-applied-j15gcZotpaperen2026-10-07T12:05:31.843ZTraining language models to ignore constraints that will be applied at inference improves efficiency https://zot.news/article/bitcoins-recovery-stalls-oil-rally-pushes-price-below-84-000-0x9vzZotpaperen2026-10-07T11:47:56.267ZBitcoin's recovery stalls as oil rally pushes price below $84,000 https://zot.news/article/tropical-storm-isaias-set-become-first-atlantic-hurricane-88sl4Zotpaperen2026-10-07T11:44:16.835ZTropical Storm Isaias Set to Become First Atlantic Hurricane, Threatens Gulf Coast https://zot.news/article/crypto-firm-rain-seeks-national-trust-bank-charter-icba-sues-t69swZotpaperen2026-10-07T11:43:41.252ZCrypto Firm Rain Seeks National Trust Bank Charter, ICBA Sues OCC Over Authority https://zot.news/article/rubio-iran-missed-multiple-opportunities-nuclear-deal-talks-3309nZotpaperen2026-10-07T11:43:17.495ZRubio: Iran Missed Multiple Opportunities for Nuclear Deal as Talks Stall https://zot.news/article/north-carolina-musician-sentenced-18-months-10m-ai-powered-v6vthZotpaperen2026-10-07T11:43:14.530ZNorth Carolina musician sentenced to 18 months for $10M AI-powered streaming fraud https://zot.news/article/advantest-confirms-personal-data-stolen-ransomware-attack-9d6mdZotpaperen2026-10-07T11:43:06.637ZAdvantest confirms personal data stolen in ransomware attack https://zot.news/article/california-couple-charged-abusing-14-surrogate-born-children-27qhqZotpaperen2026-10-07T11:43:00.421ZCalifornia couple charged with abusing 14 surrogate-born children in 'unprecedented' case https://zot.news/article/japan-raids-major-beer-makers-alleged-price-fixing-cartel-whsm7Zotpaperen2026-10-07T11:42:47.745ZJapan raids major beer makers over alleged price-fixing cartel https://zot.news/article/trump-backed-wlfi-enable-usd1-stablecoin-payments-major-qpo2zZotpaperen2026-10-07T11:42:42.934ZTrump-backed WLFI to enable USD1 stablecoin payments on major online platforms https://zot.news/article/sri-lankas-ex-first-lady-arrested-alleged-misuse-childrens-98lehZotpaperen2026-10-07T11:42:38.157ZSri Lanka's ex-first lady arrested over alleged misuse of children's hospital charity funds https://zot.news/article/army-suspends-supacat-troop-carrier-death-corporal-brendan-sajjoZotpaperen2026-10-07T11:42:29.603ZArmy suspends Supacat troop carrier after death of Corporal Brendan Hannam in NT training rollover https://zot.news/article/crypto-market-rout-deepens-oil-surge-triggers-547-million-2otraZotpaperen2026-10-07T11:42:15.825ZCrypto market rout deepens as oil surge triggers $547 million in liquidations https://zot.news/article/bitcoin-flash-crash-wipes-550-million-liquidations-mc8b6Zotpaperen2026-10-07T11:42:14.143ZBitcoin flash crash wipes $550 million in liquidations, Hyperliquid leverage in focus https://zot.news/article/imf-chief-warns-france-get-your-house-order-bond-yields-usi80Zotpaperen2026-10-07T11:42:09.936ZIMF chief warns France to 'get your house in order' as bond yields surge amid student protests https://zot.news/article/nobel-prize-chemistry-awarded-solving-puzzle-lifes-asymmetry-6rrnmZotpaperen2026-10-07T11:41:55.990ZNobel Prize in Chemistry awarded for solving the puzzle of life's asymmetry https://zot.news/article/trump-discuss-russian-lab-workers-death-putin-amid-plague-v66u8Zotpaperen2026-10-07T11:41:49.588ZTrump to Discuss Russian Lab Worker's Death with Putin Amid Plague Investigation https://zot.news/article/imf-chief-warns-governments-must-tighten-belts-global-debt-lbn6pZotpaperen2026-10-07T11:41:38.606ZIMF chief warns governments must tighten belts as global debt nears 100% of GDP https://zot.news/article/france-suspends-police-use-stun-grenades-teenager-loses-hand-gztftZotpaperen2026-10-07T11:41:26.232ZFrance suspends police use of stun grenades after teenager loses hand in protest https://zot.news/article/finnish-regulator-orders-google-halt-data-center-hc3toZotpaperen2026-10-07T11:41:24.802ZFinnish Regulator Orders Google to Halt Data Center Construction Over Environmental Concerns https://zot.news/article/preserving-multiple-reasoning-strategies-prevents-late-stage-d389xZotpaperen2026-10-07T11:19:12.766ZPreserving multiple reasoning strategies prevents late-stage collapse in RLVR https://zot.news/article/rewriting-harness-assisted-solutions-improves-general-ud9lnZotpaperen2026-10-07T11:17:26.610ZRewriting harness-assisted solutions improves general terminal-task performance https://zot.news/article/language-agents-often-fail-use-action-outcomes-their-history-b93tgZotpaperen2026-10-07T11:16:17.514ZLanguage agents often fail to use action outcomes from their history https://zot.news/article/commercial-llm-routers-fail-beat-carefully-chosen-random-m4qowZotpaperen2026-10-07T11:15:03.853ZCommercial LLM routers fail to beat carefully chosen random routing https://zot.news/article/symmetry-regularized-flow-matching-enables-video-generation-56mp9Zotpaperen2026-10-07T11:14:25.123ZSymmetry-regularized flow matching enables video generation from any camera pose without ground truth novel views https://zot.news/article/existing-scientific-software-can-generate-verified-training-90zg7Zotpaperen2026-10-07T11:14:00.354ZExisting scientific software can generate verified training tasks for terminal agents https://zot.news/article/flow-matching-avoids-curse-dimensionality-adapting-intrinsic-pftqoZotpaperen2026-10-07T11:12:14.945ZFlow matching avoids the curse of dimensionality by adapting to intrinsic data dimension https://zot.news/article/segment-wise-distillation-improves-llm-reasoning-learning-avq3vZotpaperen2026-10-07T11:12:12.713ZSegment-wise distillation improves LLM reasoning by learning to revise intermediate steps. https://zot.news/article/post-training-reduces-ai-models-steerability-toward-opposing-d29hqZotpaperen2026-10-07T11:10:07.142ZPost-training reduces AI models' steerability toward opposing viewpoints https://zot.news/article/small-agents-learn-navigate-documents-far-beyond-their-9ai76Zotpaperen2026-10-07T11:09:36.021ZSmall agents learn to navigate documents far beyond their context https://zot.news/article/adapting-speech-language-model-self-generated-prefix-7hby4Zotpaperen2026-10-07T11:08:29.337ZAdapting a speech language model with self-generated prefix supervision improves simultaneous translation quality-latency trade-offs. https://zot.news/article/satisdive-method-navigates-satisfaction-diversity-frontier-qtve4Zotpaperen2026-10-07T11:08:27.434ZSatisDive method navigates the satisfaction-diversity frontier for text-to-image generation https://zot.news/article/lexicographic-distillation-preserves-priority-ordered-insi6Zotpaperen2026-10-07T11:05:41.718ZLexicographic distillation preserves priority-ordered capabilities in multi-objective RL https://zot.news/article/separating-agent-checks-reasoning-improves-weaker-models-7cs5bZotpaperen2026-10-07T11:05:33.595ZSeparating agent checks from reasoning improves weaker models’ reliability https://zot.news/article/personalized-llms-can-share-most-adaptation-capacity-across-ok69cZotpaperen2026-10-07T11:05:31.144ZPersonalized LLMs can share most adaptation capacity across users, needing only tiny per-user code. https://zot.news/article/australian-painter-ralph-heimans-unveils-portrait-jane-jcn0mZotpaperen2026-10-07T10:52:19.433ZAustralian painter Ralph Heimans unveils portrait of Jane Goodall in Washington https://zot.news/article/travis-head-fires-back-former-test-greats-criticism-current-r472zZotpaperen2026-10-07T10:48:18.730ZTravis Head fires back at former Test greats over criticism of current team https://zot.news/article/essendon-trades-merrett-ridley-early-break-hardball-approach-wnud7Zotpaperen2026-10-07T10:47:58.634ZEssendon trades Merrett and Ridley early in break from hardball approach https://zot.news/article/potential-hack-reported-unnamed-fashion-retailer-rb7qjZotpaperen2026-10-07T10:47:49.649ZPotential hack reported at unnamed fashion retailer https://zot.news/article/mothers-search-fresh-start-perth-ends-murder-trusted-man-e3oz1Zotpaperen2026-10-07T10:47:45.559ZMother's search for fresh start in Perth ends in murder by trusted man https://zot.news/article/brisbane-craft-brewery-green-beacon-close-end-october-prnt6Zotpaperen2026-10-07T10:47:39.642ZBrisbane craft brewery Green Beacon to close at end of October https://zot.news/article/sam-woods-luxury-noosa-holiday-before-reported-arrest-rj9weZotpaperen2026-10-07T10:47:36.113ZSam Wood's luxury Noosa holiday before reported arrest https://zot.news/article/australian-tv-series-last-seen-offers-fresh-wintry-view-e207uZotpaperen2026-10-07T10:47:26.452ZAustralian TV series 'Last Seen' offers a fresh, wintry view of the country https://zot.news/article/northern-ireland-schools-told-wear-more-clothes-energy-bills-7zw8bZotpaperen2026-10-07T10:47:26.007ZNorthern Ireland schools told to 'wear more clothes' as energy bills set to rise £8m https://zot.news/article/victorian-greens-launch-state-election-campaign-public-kbwn7Zotpaperen2026-10-07T10:46:36.907ZVictorian Greens launch state election campaign with public supermarket plan https://zot.news/article/coalition-greens-unite-against-labor-plan-scrap-private-nudbkZotpaperen2026-10-07T10:46:17.869ZCoalition and Greens unite against Labor plan to scrap private health bonus for over-65s https://zot.news/article/royal-mail-cut-up-2-500-jobs-letter-deliveries-decline-pry2hZotpaperen2026-10-07T10:46:14.635ZRoyal Mail to cut up to 2,500 jobs as letter deliveries decline https://zot.news/article/death-row-prisoner-alive-speaking-botched-execution-reports-a5kkfZotpaperen2026-10-07T10:46:00.171ZDeath row prisoner alive and speaking after botched execution, reports say https://zot.news/article/offline-stitching-robot-demos-boosts-policy-success-21-nxgo9Zotpaperen2026-10-07T10:12:03.420ZOffline stitching of robot demos boosts policy success by 21 percentage points https://zot.news/article/shared-3d-controls-coordinate-camera-object-motion-generated-w0k9mZotpaperen2026-10-07T10:12:01.172ZShared 3D controls coordinate camera and object motion in generated video https://zot.news/article/reinforcement-learning-verifiable-reward-causes-unbounded-74aq7Zotpaperen2026-10-07T10:10:19.783ZReinforcement learning with verifiable reward causes unbounded language drift in LLM reasoning chains https://zot.news/article/video-rl-improves-assigning-credit-individual-visual-tokens-vz8kkZotpaperen2026-10-07T10:09:55.851ZVideo RL improves by assigning credit to individual visual tokens https://zot.news/article/world-model-forecasts-future-3d-geometry-directly-without-hu300Zotpaperen2026-10-07T10:09:36.913ZWorld model forecasts future 3D geometry directly without recursive rollouts https://zot.news/article/multi-perspective-self-verification-improves-vision-language-9wt2xZotpaperen2026-10-07T10:08:54.111ZMulti-perspective self-verification improves vision-language model answer reliability https://zot.news/article/human-like-scripted-demonstrations-reproduce-behavioral-e1bj2Zotpaperen2026-10-07T10:08:44.229ZHuman-like scripted demonstrations reproduce behavioral cloning’s puzzling failures https://zot.news/article/vision-transformers-link-concrete-visual-cues-abstract-evyuwZotpaperen2026-10-07T10:07:44.034ZVision transformers link concrete visual cues to abstract concepts https://zot.news/article/prompt-adaptive-compression-halves-transformer-kv-cache-tfxlvZotpaperen2026-10-07T10:06:59.581ZPrompt-adaptive compression halves transformer KV-cache memory without dropping tokens https://zot.news/article/steering-llm-feature-does-not-prove-model-uses-i87foZotpaperen2026-10-07T10:05:20.091ZSteering an LLM feature does not prove the model uses it https://zot.news/article/fluidpd-shifts-existing-gpu-capacity-protect-llm-latency-j7n95Zotpaperen2026-10-07T10:05:18.556ZFluidPD shifts existing GPU capacity to protect LLM latency targets https://zot.news/article/periodic-context-resets-help-research-agents-escape-asp2bZotpaperen2026-10-07T10:05:15.498ZPeriodic context resets help research agents escape unproductive solution paths https://zot.news/article/police-routinely-failing-investigate-revenge-porn-super-wn7pgZotpaperen2026-10-07T09:46:55.528ZPolice routinely failing to investigate revenge porn, super-complaint alleges https://zot.news/article/kashmiri-filmmaker-arfat-sheikh-detained-ice-washington-bfjzdZotpaperen2026-10-07T09:46:36.032ZKashmiri filmmaker Arfat Sheikh detained by ICE at Washington Dulles, advocates demand release https://zot.news/article/uk-house-prices-flatline-mortgage-costs-rise-ko609Zotpaperen2026-10-07T09:46:19.096ZUK house prices flatline as mortgage costs rise https://zot.news/article/shell-forecasts-record-refining-profits-global-fuel-kn4giZotpaperen2026-10-07T09:46:14.042ZShell forecasts record refining profits as global fuel shortages drive margins higher https://zot.news/article/nt-tourism-operators-warn-business-closures-seek-federal-24nxmZotpaperen2026-10-07T09:45:59.971ZNT tourism operators warn of business closures, seek federal resilience fund https://zot.news/article/least-11-dead-russian-strikes-ukraine-putins-birthday-k5bfnZotpaperen2026-10-07T09:45:53.548ZDeath toll in Russian strikes on Ukraine rises to at least 24, including children, as Zelenskyy decries 'birthday gift' to Putin https://zot.news/article/specializing-latent-tokens-visual-experts-improves-vision-g1epvZotpaperen2026-10-07T09:26:43.781ZSpecializing latent tokens as visual experts improves vision-language reasoning https://zot.news/article/generating-b-roll-footage-grounded-users-captured-video-42a13Zotpaperen2026-10-07T09:26:35.226ZGenerating B-roll footage grounded in a user's captured video collection. https://zot.news/article/metadata-supervised-pretraining-lets-encoder-free-speech-gmdfuZotpaperen2026-10-07T09:26:18.714ZMetadata-supervised pretraining lets encoder-free speech LLMs identify speakers and emotions https://zot.news/article/video-models-detect-temporal-order-internally-then-let-xeejiZotpaperen2026-10-07T09:25:20.310ZVideo models detect temporal order internally, then let the signal fade https://zot.news/article/token-aware-dpo-preserves-useful-behavior-rejected-model-h7ynqZotpaperen2026-10-07T09:24:12.903ZToken-aware DPO preserves useful behavior in rejected model responses https://zot.news/article/aligning-partial-point-clouds-frozen-global-3d-encoders-myvqsZotpaperen2026-10-07T09:24:08.886ZAligning partial point clouds to frozen global 3D encoders without labels https://zot.news/article/posterior-rewards-become-indistinguishable-long-reasoning-wct81Zotpaperen2026-10-07T09:22:18.124ZPosterior rewards become indistinguishable for long reasoning traces in LLM training https://zot.news/article/repelling-crossing-trajectories-makes-flow-matching-smoother-oche0Zotpaperen2026-10-07T09:20:43.110ZRepelling crossing trajectories makes flow matching smoother and easier to sample https://zot.news/article/discrete-wasserstein-transport-enables-one-step-generation-9vqlfZotpaperen2026-10-07T09:19:41.611ZDiscrete Wasserstein transport enables one-step generation on finite state spaces https://zot.news/article/post-training-recipe-makes-compact-multimodal-reasoners-beat-ud7xgZotpaperen2026-10-07T09:18:06.574ZPost-training recipe makes compact multimodal reasoners beat larger models https://zot.news/article/content-based-frame-identities-unify-3d-reconstruction-point-v1yz6Zotpaperen2026-10-07T09:17:09.416ZContent-based frame identities unify 3D reconstruction and point tracking https://zot.news/article/test-time-compute-gains-hinge-selection-failure-handling-03d5wZotpaperen2026-10-07T09:17:04.719ZTest-time compute gains hinge on selection and failure handling https://zot.news/article/rl-training-runs-can-yield-stronger-policies-their-best-71237Zotpaperen2026-10-07T09:16:21.873ZRL training runs can yield stronger policies than their best checkpoints https://zot.news/article/ood-detection-gains-mostly-reflect-dataset-identity-not-p19x4Zotpaperen2026-10-07T09:14:27.714ZOOD detection gains mostly reflect dataset identity, not novelty https://zot.news/article/random-rewards-reveal-three-stages-llm-capability-vqv1jZotpaperen2026-10-07T09:12:51.137ZRandom rewards reveal three stages of LLM capability development https://zot.news/article/splitting-rlvr-budget-across-multiple-adapters-outperforms-ioppkZotpaperen2026-10-07T09:12:34.376ZSplitting an RLVR budget across multiple adapters outperforms a single adapter for majority voting https://zot.news/article/most-video-benchmarks-fail-actually-test-video-understanding-e9iofZotpaperen2026-10-07T09:10:39.123ZMost video benchmarks fail to actually test video understanding https://zot.news/article/learned-controller-adapts-speculative-decoding-maximize-5gbdgZotpaperen2026-10-07T09:09:50.437ZLearned controller adapts speculative decoding to maximize speed and reduce waste https://zot.news/article/training-failed-patches-helps-coding-agents-recover-more-s3wlpZotpaperen2026-10-07T09:09:07.206ZTraining on failed patches helps coding agents recover more effectively https://zot.news/article/harmonic-weighting-makes-online-calibration-polynomial-l22foZotpaperen2026-10-07T09:07:56.976ZHarmonic weighting makes online calibration polynomial in forecast dimension https://zot.news/article/vision-models-weigh-surface-objects-against-abstract-m9sqhZotpaperen2026-10-07T09:07:21.550ZVision models weigh surface objects against abstract relations in separate circuits https://zot.news/article/noise-robust-layers-narrow-accuracy-gap-parallel-llm-hlxf2Zotpaperen2026-10-07T09:07:20.661ZNoise-robust layers narrow the accuracy gap in parallel LLM quantization https://zot.news/article/safety-distillation-can-pass-hidden-backdoors-teacher-w0w8iZotpaperen2026-10-07T09:05:22.418ZSafety distillation can pass hidden backdoors from teacher to student https://zot.news/article/inverse-dynamics-helps-visual-world-models-retain-unstable-bpw8tZotpaperen2026-10-07T09:05:18.514ZInverse dynamics helps visual world models retain unstable control modes https://zot.news/article/synthetic-views-make-robot-policies-more-tolerant-pose-enrkaZotpaperen2026-10-07T09:05:14.446ZSynthetic views make robot policies more tolerant of pose errors https://zot.news/article/cryptic-billboards-fuel-powderfinger-reunion-rumours-mbth1Zotpaperen2026-10-07T08:47:21.860ZRumours of Powderfinger reunion gain momentum after cryptic billboards appear https://zot.news/article/badenoch-expected-propose-inheritance-tax-cut-conference-pzfxyZotpaperen2026-10-07T08:46:32.019ZBadenoch expected to propose inheritance tax cut in conference speech https://zot.news/article/woolworths-fuel-levy-suppliers-nearly-triples-since-iran-war-emk4vZotpaperen2026-10-07T08:46:21.492ZWoolworths fuel levy on suppliers nearly triples since Iran war as diesel costs climb https://zot.news/article/badenoch-pledges-reverse-labour-tax-grab-london-keynote-sv834Zotpaperen2026-10-07T08:45:45.493ZBadenoch pledges to reverse Labour tax grab on London in keynote speech 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to foreign government https://zot.news/article/cornell-rape-lawsuit-exposes-voluntary-intoxication-loophole-jq2suZotpaperen2026-10-07T08:44:43.980ZCornell rape lawsuit exposes 'voluntary intoxication loophole' in US consent laws https://zot.news/article/uks-super-rich-flee-abroad-londons-billionaires-playground-a80oxZotpaperen2026-10-07T08:44:39.653ZUK's super-rich flee abroad as London's 'billionaires' playground' appeal fades https://zot.news/article/high-court-rules-nsw-coal-mines-must-account-overseas-iqi0wZotpaperen2026-10-07T08:43:56.912ZHigh Court rules NSW coal mines must account for overseas emissions https://zot.news/article/constitutional-expert-accuses-albanese-government-grey-sj2hhZotpaperen2026-10-07T08:43:28.900ZConstitutional expert tells inquiry Albanese's golf club grant is 'grey corruption' https://zot.news/article/blakey-meet-geelong-trade-period-bombshell-ye3soZotpaperen2026-10-07T08:43:15.497ZBlakey to meet Geelong in trade period bombshell 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https://zot.news/article/query-language-preference-emerges-strongly-under-conflicting-3h0nhZotpaperen2026-10-07T08:24:51.035ZQuery-language preference emerges strongly under conflicting multilingual evidence https://zot.news/article/ai-agents-can-predict-accurately-rarely-produce-scientific-bxcw7Zotpaperen2026-10-07T08:23:50.711ZAI agents can predict accurately but rarely produce scientific insights, benchmark shows. https://zot.news/article/evaluation-scores-text-3d-models-shift-more-configuration-xsiiuZotpaperen2026-10-07T08:21:47.496ZEvaluation scores for text-to-3D models shift more with configuration changes than model changes https://zot.news/article/distributional-distillation-cuts-diffusion-language-model-vxwgvZotpaperen2026-10-07T08:20:11.188ZDistributional distillation cuts diffusion language model sampling steps by half or more https://zot.news/article/scaling-curves-can-certified-far-fewer-sampled-answers-3hj0fZotpaperen2026-10-07T08:19:53.545ZScaling curves can be certified with far fewer sampled answers https://zot.news/article/foundation-model-initialization-improves-feed-forward-4d-e5l3zZotpaperen2026-10-07T08:17:51.935ZFoundation-model initialization improves feed-forward 4D hand-object reconstruction from video https://zot.news/article/spectral-theory-diagnoses-two-failure-modes-rope-long-geeeaZotpaperen2026-10-07T08:17:35.931ZSpectral theory diagnoses two failure modes in RoPE long-context models https://zot.news/article/latent-trajectory-guidance-improves-video-generation-2axagZotpaperen2026-10-07T08:17:16.059ZLatent trajectory guidance improves video generation reasoning https://zot.news/article/generalizing-models-suffer-more-collateral-damage-during-jdxdtZotpaperen2026-10-07T08:15:29.859ZGeneralizing models suffer more collateral damage during machine unlearning https://zot.news/article/alive-inserts-objects-respond-coherently-video-actions-ozcquZotpaperen2026-10-07T08:15:02.714ZALIVE inserts objects that respond coherently to video actions https://zot.news/article/llm-agents-struggle-generate-physics-simulators-descriptions-btt96Zotpaperen2026-10-07T08:14:50.471ZLLM agents struggle to generate physics simulators from descriptions, new benchmark shows https://zot.news/article/comment-history-outperforms-explicit-personas-simulating-lxj51Zotpaperen2026-10-07T08:12:57.708ZComment history outperforms explicit personas for simulating human discussion behavior https://zot.news/article/recalibrating-activations-helps-quantized-vision-ga5ylZotpaperen2026-10-07T08:11:23.163ZRecalibrating activations helps quantized vision transformers withstand distribution shifts https://zot.news/article/new-benchmark-tests-mllm-agents-dense-stateful-professional-bmxoaZotpaperen2026-10-07T08:08:42.082ZNew benchmark tests MLLM agents on dense, stateful professional visuals https://zot.news/article/simple-training-method-stops-speech-llms-ignoring-new-8qvm7Zotpaperen2026-10-07T08:07:48.981ZSimple training method stops speech-LLMs from 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sensor blur from geometry https://zot.news/article/reusing-single-view-vision-model-attention-yields-scalable-k87iiZotpaperen2026-10-07T06:07:18.008ZReusing single-view vision model attention yields scalable correspondence matching https://zot.news/article/memorization-diffusion-models-measured-persistence-across-60olrZotpaperen2026-10-07T06:05:44.689ZMemorization in diffusion models measured by persistence across noise scales https://zot.news/article/gpu-library-brings-differentiable-machine-learning-spherical-6k7uxZotpaperen2026-10-07T06:05:33.280ZGPU library brings differentiable machine learning to spherical data https://zot.news/article/sequential-test-time-scaling-can-surpass-parallel-scaling-l7ssjZotpaperen2026-10-07T06:05:22.125ZSequential test-time scaling can surpass parallel scaling by escaping attractors https://zot.news/article/bitcoin-dips-below-84-000-oil-jumps-iranian-tanker-attacks-hn6jsZotpaperen2026-10-07T05:48:43.964ZBitcoin dips below $84,000 as oil jumps on 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https://zot.news/article/lawyer-cornell-7-defendant-seeks-special-prosecutors-recusal-ljax9Zotpaperen2026-10-06T15:48:30.215ZLawyer for Cornell 7 defendant seeks special prosecutor's recusal over social media post https://zot.news/article/uber-acquires-ezcater-2-3-billion-expand-corporate-catering-weatbZotpaperen2026-10-06T15:48:22.308ZUber Acquires ezCater for $2.3 Billion to Expand Corporate Catering https://zot.news/article/pm-urged-act-unmarked-communal-graves-nsw-orders-urgent-6ripiZotpaperen2026-10-06T15:48:08.110ZPM Urged to Act on Unmarked Communal Graves as NSW Orders Urgent Review https://zot.news/article/us-trade-deficit-widens-105-6-billion-august-highest-since-1t4h6Zotpaperen2026-10-06T15:47:27.128ZUS trade deficit widens to $105.6 billion in August, highest since pre-tariff record https://zot.news/article/us-citizen-files-lawsuit-alleging-border-agent-lied-about-6ib2pZotpaperen2026-10-06T15:47:26.698ZUS citizen files lawsuit alleging border agent lied about shooting her from behind in Chicago https://zot.news/article/trump-mobile-data-breach-exposes-information-3-600-customers-v7kzyZotpaperen2026-10-06T15:47:10.338ZTrump Mobile data breach exposes information of over 3,600 customers https://zot.news/article/eu-proposes-15-year-probation-period-new-member-states-vkvykZotpaperen2026-10-06T15:46:58.256ZEU proposes 15-year probation period for new member states to prevent 'another Orbán' https://zot.news/article/iran-moves-ease-cost-living-crisis-us-economic-pressure-1ix0zZotpaperen2026-10-06T15:46:47.014ZIran moves to ease cost-of-living crisis as US economic pressure mounts https://zot.news/article/anduril-wins-2-9-billion-navy-submarine-contract-invests-3-7-vbh23Zotpaperen2026-10-06T15:46:44.830ZUS invests $9.5 billion in new Baltimore shipyard to boost Virginia-class submarine production, AUKUS implications unclear https://zot.news/article/strait-hormuz-oil-exports-surge-despite-wave-tanker-attacks-w6jtxZotpaperen2026-10-06T15:46:30.886ZStrait of Hormuz oil exports surge despite wave of tanker attacks https://zot.news/article/mistral-large-4-released-1-trillion-parameter-model-aims-0m9iqZotpaperen2026-10-06T15:46:25.567ZMistral Large 4 Released: 1-Trillion-Parameter Model Aims for 'Third Way' in AI https://zot.news/article/report-graykey-maker-finds-way-around-iphone-auto-reboot-2h368Zotpaperen2026-10-06T14:46:07.832ZReport: GrayKey maker finds way around iPhone auto-reboot security https://zot.news/article/greens-put-gaza-centre-fight-starmers-former-seat-tm2quZotpaperen2026-10-06T14:44:06.881ZGreens put Gaza at centre of fight for Starmer's former seat https://zot.news/article/openai-synopsys-partner-build-specialized-ai-model-829a0Zotpaperen2026-10-06T14:43:41.501ZOpenAI and Synopsys Partner to Build Specialized AI Model for Autonomous Chip Design https://zot.news/article/openai-sends-executive-australia-apologise-ai-agent-data-dls6xZotpaperen2026-10-06T14:43:26.105ZOpenAI sends executive to Australia to apologise over AI agent data breach https://zot.news/article/survey-ranks-ai-misuse-top-threat-corporate-reputation-pljw2Zotpaperen2026-10-06T14:43:22.323ZSurvey Ranks AI Misuse as Top Threat to Corporate Reputation https://zot.news/article/singapore-refers-eight-civil-servants-police-property-wrhphZotpaperen2026-10-06T14:43:14.786ZSingapore refers eight civil servants to police over property purchases near planned MRT stations https://zot.news/article/kieran-hayler-trial-ex-husband-katie-price-told-teenager-qpfsvZotpaperen2026-10-06T14:42:59.077ZKieran Hayler trial: Ex-husband of Katie Price told teenager to 'take it to the grave', court hears https://zot.news/article/police-officers-who-tasered-92-year-old-amputee-found-guilty-afeamZotpaperen2026-10-06T14:42:41.447ZPolice officers who Tasered 92-year-old amputee found guilty of gross misconduct https://zot.news/article/four-deny-murder-teenager-killed-zombie-knife-court-told-8jlm2Zotpaperen2026-10-06T14:42:21.708ZFour deny murder of teenager killed with zombie knife, court told https://zot.news/article/husband-who-drugged-raped-wife-20-years-gives-witness-tdgjtZotpaperen2026-10-06T14:42:12.724ZHusband who drugged and raped wife for 20 years gives witness statement at trial https://zot.news/article/saudi-arabia-reports-three-wounded-airport-attacks-yemen-jqzzqZotpaperen2026-10-06T14:42:10.909ZSaudi Arabia reports three wounded in airport attacks as Yemen conflict escalates https://zot.news/article/jailed-lego-collectors-insurance-scam-underscores-uks-1-34bn-benpnZotpaperen2026-10-06T14:41:56.414ZJailed Lego collector's insurance scam underscores UK's £1.34bn fraud surge https://zot.news/article/iranian-men-accused-plotting-violence-against-journalists-go-uu747Zotpaperen2026-10-06T14:41:39.328ZIranian men accused of plotting violence against journalists go on trial in London https://zot.news/article/boys-aged-12-14-arrested-major-fire-nottingham-city-centre-k5zrdZotpaperen2026-10-06T14:41:33.458ZBoys aged 12 and 14 arrested after major fire in Nottingham city centre https://zot.news/article/type-one-energy-raises-200m-build-fusion-power-plant-2034-8y4axZotpaperen2026-10-06T13:48:48.336ZType One Energy raises $200M to build fusion power plant by 2034 https://zot.news/article/student-protests-paris-escalate-teenagers-accuse-police-0hqrtZotpaperen2026-10-06T13:46:31.574ZStudent protests in Paris escalate as teenagers accuse police of 'state violence' https://zot.news/article/south-korean-banks-hit-ai-powered-cyberattacks-data-bvrb3Zotpaperen2026-10-06T13:46:16.116ZSouth Korean banks hit by AI-powered cyberattacks, data of thousands leaked https://zot.news/article/iran-tanker-attacks-threaten-fragile-rebound-strait-hormuz-d1appZotpaperen2026-10-06T13:45:52.508ZIran tanker attacks threaten fragile rebound in Strait of Hormuz oil flows https://zot.news/article/far-right-figures-us-israel-europe-gather-national-mpxqaZotpaperen2026-10-06T13:45:16.565ZFar-right figures from US, Israel and Europe gather at National Conservatism conference in Jerusalem https://zot.news/article/world-no-1-sinner-sidelined-rest-2026-season-knee-injury-87usnZotpaperen2026-10-06T13:44:56.780ZWorld No.1 Sinner Sidelined for Rest of 2026 Season With Knee Injury https://zot.news/article/google-constellation-energy-sign-landmark-nuclear-power-deal-idhsiZotpaperen2026-10-06T13:44:38.277ZGoogle and Constellation Strike 3.6-GW Nuclear Power Deal, Investing $4.3 Billion https://zot.news/article/spacex-stock-surges-8-options-activity-heats-up-volatility-i2ek5Zotpaperen2026-10-06T13:44:18.273ZSpaceX Stock Surges 8% as Options Activity Heats Up, Volatility Cools https://zot.news/article/data-center-construction-spending-hits-record-85-billion-wmgo1Zotpaperen2026-10-06T13:44:01.935ZData center construction spending hits record $85 billion annual pace https://zot.news/article/former-un-food-agency-official-alleges-dismissal-n0sntZotpaperen2026-10-06T13:43:59.999ZFormer UN food agency official alleges dismissal for highlighting Gaza hunger, launches appeal https://zot.news/article/who-says-plague-epidemic-risk-low-death-russian-lab-s0oo4Zotpaperen2026-10-06T13:43:50.293ZWHO says plague epidemic risk low after death of Russian lab technician https://zot.news/article/pakistan-turkiye-deploy-forces-saudi-arabia-mecca-pact-fcocoZotpaperen2026-10-06T13:43:35.131ZMecca Pact Triggered: Pakistani and Turkish Forces Deploying to Saudi Arabia https://zot.news/article/qualcomm-pay-huawei-patent-rights-historic-reversal-j5k2gZotpaperen2026-10-06T13:43:32.597ZQualcomm to pay Huawei for patent rights in historic reversal of licensing ties https://zot.news/article/openai-agents-tried-hack-wikipedia-tools-flooded-traffic-25ip2Zotpaperen2026-10-06T13:43:17.173ZOpenAI agents tried to hack Wikipedia tools and flooded it with traffic, Wikimedia says https://zot.news/article/denmarks-central-population-register-breach-affects-8-8-yonrvZotpaperen2026-10-06T13:42:53.536ZDenmark's Central Population Register Breach Affects 8.8 Million Records https://zot.news/article/ukraine-launches-major-drone-attack-moscow-region-killing-he05tZotpaperen2026-10-06T13:42:37.495ZUkraine launches major drone attack on Moscow region, killing two https://zot.news/article/lithuanian-parliament-advances-bill-remove-ban-nuclear-gdrqtZotpaperen2026-10-06T13:42:33.710ZLithuanian parliament advances bill to remove ban on nuclear weapons, Kremlin warns of escalation https://zot.news/article/womans-body-found-stockyard-trough-close-nsw-queensland-ne5k6Zotpaperen2026-10-06T12:50:38.600ZWoman's body found in stockyard trough close to NSW-Queensland border https://zot.news/article/nikkei-discloses-breaches-employee-email-accounts-9rqoyZotpaperen2026-10-06T12:46:18.750ZNikkei Discloses Breaches of Employee Email Accounts https://zot.news/article/south-korea-weighs-forcing-north-korea-apology-dmz-landmine-8h1qrZotpaperen2026-10-06T12:45:52.782ZSouth Korea weighs forcing North Korea apology over DMZ landmine blast https://zot.news/article/us-water-bills-up-62-decade-outpacing-inflation-incomes-voyctZotpaperen2026-10-06T12:45:46.890ZUS water bills up 62% in a decade, outpacing inflation and incomes, study finds https://zot.news/article/palestinian-olive-harvest-opens-surge-settler-violence-lhgbaZotpaperen2026-10-06T12:45:35.050ZPalestinian olive harvest opens with surge in settler violence across West Bank https://zot.news/article/greek-court-try-refugee-rescue-group-founder-rights-groups-hs3qeZotpaperen2026-10-06T12:45:30.326ZGreek court to try refugee rescue group founder as rights groups cry foul https://zot.news/article/australia-braces-dangerous-summer-fire-cyclones-heat-pm-1lto7Zotpaperen2026-10-06T12:45:05.804ZAustralia braces for dangerous summer of fire, cyclones and heat as PM warns of climate crisis https://zot.news/article/us-china-ai-race-intensifies-chinese-startups-deepseek-36wdcZotpaperen2026-10-06T12:44:47.898ZUS-China AI race intensifies as Chinese startups DeepSeek and Moonshot raise billions ahead of IPOs https://zot.news/article/argentina-warns-will-stop-falklands-oil-exploitation-foreign-ndukdZotpaperen2026-10-06T12:44:44.338ZArgentina warns it will stop Falklands oil exploitation, foreign minister tells UK ambassador https://zot.news/article/messi-play-final-argentina-match-retirement-national-duty-fsj8yZotpaperen2026-10-06T12:44:21.393ZMessi to Play Final Argentina Match as Retirement from National Duty Looms https://zot.news/article/dunfermline-childminder-admits-leaving-27-children-alone-6o1srZotpaperen2026-10-06T12:43:45.807ZDunfermline childminder admits leaving 27 children unsupervised in her home https://zot.news/article/adaptive-steering-fields-control-image-generation-while-wnxdfZotpaperen2026-10-06T12:35:05.179ZAdaptive steering fields control image generation while preserving structure https://zot.news/article/relative-rubric-comparisons-improve-rewards-open-ended-mywpmZotpaperen2026-10-06T12:34:34.191ZRelative rubric comparisons improve rewards for open-ended language model training https://zot.news/article/distilled-task-updates-can-merge-better-stronger-teacher-5t165Zotpaperen2026-10-06T12:34:02.322ZDistilled task updates can merge better than stronger teacher updates https://zot.news/article/one-model-predicts-robot-futures-chooses-actions-geb3aZotpaperen2026-10-06T12:32:14.743ZOne Model Predicts Robot Futures and Chooses Actions https://zot.news/article/small-surrogate-models-can-flag-errors-black-box-llm-agents-y0floZotpaperen2026-10-06T12:31:57.258ZSmall surrogate models can flag errors in black-box LLM agents https://zot.news/article/visual-language-models-refuse-harmful-requests-less-often-b27c5Zotpaperen2026-10-06T12:30:21.236ZVisual language models refuse harmful requests less often when using tools https://zot.news/article/one-contact-skill-transfers-dexterous-manipulation-across-3ihotZotpaperen2026-10-06T12:30:19.538ZOne Contact Skill Transfers Dexterous Manipulation Across Robot Hands https://zot.news/article/misaligned-agents-can-leave-goals-later-aligned-agents-1rxj7Zotpaperen2026-10-06T12:30:16.101ZMisaligned agents can leave goals that later aligned agents execute https://zot.news/article/sailors-missing-drone-attacks-black-sea-cargo-ships-bulgaria-ys3obZotpaperen2026-10-06T11:49:21.150ZBulgaria identifies missing ship as drone attacks escalate Black Sea risks https://zot.news/article/jim-bakker-televangelist-disgraced-fraud-sex-scandal-dies-86-3uaw7Zotpaperen2026-10-06T11:48:41.840ZJim Bakker, televangelist disgraced by fraud and sex scandal, dies at 86 https://zot.news/article/mattel-faces-investor-pressure-consider-sale-amid-declining-lpuglZotpaperen2026-10-06T11:48:32.489ZMattel faces investor pressure to consider sale amid declining toy sales https://zot.news/article/paramount-skydance-close-warner-bros-discovery-takeover-year-8qpdjZotpaperen2026-10-06T11:48:17.282ZSkydance is born: Paramount closes $US110 billion Warner Bros. Discovery takeover, streaming merger confirmed https://zot.news/article/drax-datacentre-plan-could-nearly-double-gatwicks-annual-ihff2Zotpaperen2026-10-06T11:47:50.739ZDrax datacentre plan could nearly double Gatwick's annual flight emissions, analysis finds https://zot.news/article/indian-opposition-mps-detained-protest-demanding-election-9ija2Zotpaperen2026-10-06T11:47:28.458ZIndian opposition MPs detained in protest demanding election chief's resignation https://zot.news/article/trump-memecoin-dinner-offer-fuels-democratic-corruption-4bpvgZotpaperen2026-10-06T11:47:15.871ZTrump memecoin dinner offer fuels Democratic corruption claims ahead of midterms https://zot.news/article/france-hit-nationwide-student-protests-budget-pressures-f6zp7Zotpaperen2026-10-06T11:47:07.988ZFrance hit by nationwide student protests as budget pressures limit government response https://zot.news/article/veteran-abc-newsreader-richard-morecroft-dies-aged-70-juhciZotpaperen2026-10-06T11:46:57.684ZVeteran ABC newsreader Richard Morecroft dies aged 70 https://zot.news/article/russian-drone-attacks-disrupt-ukraines-railways-locomotive-6xduyZotpaperen2026-10-06T11:46:46.978ZRussian drone attacks disrupt Ukraine's railways as locomotive strikes intensify https://zot.news/article/asos-investigates-customers-receive-hack-notification-mobile-rlqgzZotpaperen2026-10-06T11:46:45.017ZAsos shares plunge 12% after customers receive rogue hack notification https://zot.news/article/germany-arrests-former-domestic-intelligence-chief-espionage-q7r5yZotpaperen2026-10-06T11:46:28.127ZGermany arrests former domestic intelligence chief on espionage charges https://zot.news/article/francis-halzen-wins-nobel-prize-physics-ghost-particle-9pqggZotpaperen2026-10-06T11:46:24.057ZIceCube pioneer Francis Halzen wins 2026 Nobel Prize in Physics https://zot.news/article/learned-prompts-combine-evolving-llm-requirements-without-q0owjZotpaperen2026-10-06T11:40:09.175ZLearned prompts combine evolving LLM requirements without changing model weights https://zot.news/article/rag-systems-can-fail-catastrophically-when-knowledge-bases-eomrjZotpaperen2026-10-06T11:37:24.594ZRAG systems can fail catastrophically when knowledge bases contain semantic errors https://zot.news/article/adaptive-mixed-precision-attention-matches-full-precision-hn9a5Zotpaperen2026-10-06T11:37:14.376ZAdaptive mixed-precision attention matches full precision with selective 16-bit recomputation https://zot.news/article/compressed-looped-models-settle-not-drift-so-precise-final-t3zr3Zotpaperen2026-10-06T11:36:45.427ZCompressed looped models settle, not drift, so precise final loops recover them https://zot.news/article/soft-routing-among-process-experts-helps-pde-forecasting-yzue0Zotpaperen2026-10-06T11:34:23.893ZSoft routing among process experts helps PDE forecasting, but gains prove seed-dependent https://zot.news/article/hidden-tests-expose-persistent-gaps-real-world-visual-defect-9j5ylZotpaperen2026-10-06T11:34:02.766ZHidden tests expose persistent gaps in real-world visual defect detection https://zot.news/article/program-graph-evidence-blinded-llm-surrogates-detect-code-unqqhZotpaperen2026-10-06T11:32:10.646ZProgram-graph evidence and blinded LLM surrogates detect code equivalence gaps https://zot.news/article/learning-failure-enables-llm-agents-resist-prompt-injection-b35hpZotpaperen2026-10-06T11:31:50.773ZLearning from failure enables LLM agents to resist prompt injection attacks https://zot.news/article/high-probe-accuracy-does-not-guarantee-usable-agent-alarm-fu6bmZotpaperen2026-10-06T11:31:22.659ZHigh probe accuracy does not guarantee a usable agent alarm https://zot.news/article/common-test-probabilistic-climate-projections-across-model-x542dZotpaperen2026-10-06T11:30:24.905ZA common test for probabilistic climate projections across model types https://zot.news/article/simple-choices-outperform-complex-recipes-iterative-reward-tcnq0Zotpaperen2026-10-06T11:30:22.471ZSimple choices outperform complex recipes in iterative reward design benchmarks https://zot.news/article/safety-refusal-one-dimensional-general-refusal-not-0mcdqZotpaperen2026-10-06T11:30:18.931ZSafety Refusal Is One-Dimensional, but General Refusal Is Not https://zot.news/article/george-fenton-oscar-nominated-british-composer-dies-aged-76-24nubZotpaperen2026-10-06T10:50:51.521ZGeorge Fenton, Oscar-nominated British composer, dies aged 76 https://zot.news/article/china-moves-set-standards-embodied-ai-data-intensifying-1o7z8Zotpaperen2026-10-06T10:49:54.519ZChina moves to set standards for embodied AI data, intensifying global governance race https://zot.news/article/mary-fowler-takes-leave-matildas-reports-cgs77Zotpaperen2026-10-06T10:49:34.531ZMary Fowler takes leave from Matildas: reports https://zot.news/article/laos-replaces-prime-minister-major-leadership-reshuffle-41706Zotpaperen2026-10-06T10:48:24.351ZLaos Replaces Prime Minister in Major Leadership Reshuffle https://zot.news/article/new-study-suggests-voynich-manuscript-has-read-wrong-order-sv7uwZotpaperen2026-10-06T10:48:06.552ZNew Study Suggests Voynich Manuscript Has Been Read in Wrong Order for Centuries https://zot.news/article/indian-authorities-raid-three-call-centers-suspected-s7fcaZotpaperen2026-10-06T10:47:47.545ZIndian Authorities Raid Three Call Centers Suspected of Defrauding Americans https://zot.news/article/medvedev-sensationally-disqualified-semi-final-r2wd3Zotpaperen2026-10-06T10:47:34.042ZMedvedev sensationally disqualified in semi final https://zot.news/article/contract-deadline-looms-biggest-threat-australias-world-cup-5miolZotpaperen2026-10-06T10:47:33.925ZContract deadline looms as biggest threat to Australia's World Cup defence https://zot.news/article/remarkable-family-story-behind-north-coach-jaymie-grahams-d6filZotpaperen2026-10-06T10:47:16.727ZThe remarkable family story behind North coach Jaymie Graham's early AFL retirement https://zot.news/article/six-presumed-dead-us-coast-guard-suspends-search-missing-air-f85oeZotpaperen2026-10-06T10:47:13.311ZSix presumed dead as US Coast Guard suspends search for missing air ambulance https://zot.news/article/myanmar-military-airstrikes-displacement-camps-rakhine-kill-wlc6tZotpaperen2026-10-06T10:46:52.561ZMyanmar Military Airstrikes on Displacement Camps in Rakhine Kill at Least Eight, Rebel Group Says https://zot.news/article/fire-tears-through-historic-kingston-market-place-eight-2g2kkZotpaperen2026-10-06T10:46:40.327ZFire tears through historic Kingston Market Place, eight evacuated https://zot.news/article/coalition-unveils-migration-proposals-targeting-c0hqsZotpaperen2026-10-06T10:46:31.482ZCoalition unveils migration proposals targeting international student visas https://zot.news/article/sydneys-first-free-childrens-mental-health-centre-open-fv6udZotpaperen2026-10-06T10:46:24.516ZSydney's first free children's mental health centre to open in Penrith https://zot.news/article/flavio-bolsonaro-leads-brazil-presidential-race-family-0qfz7Zotpaperen2026-10-06T10:46:07.329ZFlávio Bolsonaro leads Brazil presidential race as family dynasty sweeps into Congress https://zot.news/article/pentagon-orders-firing-squad-execution-fort-hood-shooter-ctf8pZotpaperen2026-10-06T10:46:02.346ZPentagon orders firing squad execution for Fort Hood shooter, first such military execution since WWII https://zot.news/article/ofcom-investigates-meta-instagram-instants-feature-launch-8vsu7Zotpaperen2026-10-06T10:45:57.821ZOfcom investigates Meta over Instagram Instants feature launch https://zot.news/article/coalition-releases-immigration-reduction-plan-one-nation-xqupuZotpaperen2026-10-06T10:45:44.359ZCoalition releases immigration reduction plan as One Nation gains ground https://zot.news/article/autoscibench-automatically-generates-scientific-agent-vk336Zotpaperen2026-10-06T10:43:05.574ZAutoSciBench automatically generates scientific agent benchmarks that adapt as agents improve. https://zot.news/article/diagnostic-tools-speed-agentic-root-cause-analysis-accuracy-3w0hkZotpaperen2026-10-06T10:42:05.462ZDiagnostic tools speed agentic root cause analysis, but accuracy varies https://zot.news/article/outcome-guided-self-distillation-improves-llm-reasoning-gwrc9Zotpaperen2026-10-06T10:41:47.747ZOutcome-guided self-distillation improves LLM reasoning by adapting supervision https://zot.news/article/geometry-aware-alignment-keeps-diffusion-models-near-natural-027feZotpaperen2026-10-06T10:39:25.720ZGeometry-aware alignment keeps diffusion models near natural image structure https://zot.news/article/independent-training-runs-tend-fix-same-math-problems-qjm5lZotpaperen2026-10-06T10:38:57.370ZIndependent training runs tend to fix the same math problems https://zot.news/article/compiling-agent-trajectories-targeted-long-context-tasks-hef7eZotpaperen2026-10-06T10:37:08.595ZCompiling agent trajectories into targeted long-context tasks boosts model capabilities https://zot.news/article/programmatic-code-specifies-agent-behavior-improving-wcxjnZotpaperen2026-10-06T10:35:51.089ZProgrammatic code specifies agent behavior, improving robustness and efficiency https://zot.news/article/distribution-drifting-spatial-features-enables-efficient-one-3xkhfZotpaperen2026-10-06T10:35:08.445ZDistribution drifting on spatial features enables efficient one-step super-resolution https://zot.news/article/auditing-pending-actions-catches-staged-attacks-long-running-9ydzjZotpaperen2026-10-06T10:34:37.145ZAuditing pending actions catches staged attacks in long-running AI agents https://zot.news/article/self-grounded-attention-improves-visual-reasoning-across-3kstsZotpaperen2026-10-06T10:34:01.765ZSelf-grounded attention improves visual reasoning across diverse benchmarks https://zot.news/article/priced-guidance-turns-research-idea-generation-compression-awzdcZotpaperen2026-10-06T10:33:04.629ZPriced guidance turns research idea generation into a compression test https://zot.news/article/fused-dinov3-features-enable-fast-faithful-real-world-image-wkspoZotpaperen2026-10-06T10:32:36.127ZFused DINOv3 features enable fast, faithful real-world image super-resolution https://zot.news/article/workspace-grounded-synthesis-scales-verifiable-training-long-2aerjZotpaperen2026-10-06T10:30:21.907ZWorkspace-grounded synthesis scales verifiable training for long-horizon work agents https://zot.news/article/code-execution-exposes-oversight-failures-hidden-aggregate-nhs18Zotpaperen2026-10-06T10:30:19.233ZCode execution exposes oversight failures hidden by aggregate benchmarks https://zot.news/article/looking-beyond-safe-actions-helps-robots-avoid-policy-dead-zw2hzZotpaperen2026-10-06T10:30:18.652ZLooking Beyond Safe Actions Helps Robots Avoid Policy Dead Ends https://zot.news/article/harmanpreet-kaur-steps-down-india-womens-cricket-captain-kws9eZotpaperen2026-10-06T09:49:29.568ZHarmanpreet Kaur steps down as India women's cricket captain after World Cup, Asian Games success https://zot.news/article/angus-taylor-unveils-hardline-immigration-plan-surpassing-5b4hyZotpaperen2026-10-06T09:46:18.773ZAngus Taylor unveils hardline immigration plan, surpassing Dutton and Hanson targets https://zot.news/article/kpmg-offers-staff-facing-redundancy-100-waive-legal-rights-h3plfZotpaperen2026-10-06T09:46:02.817ZKPMG Offers Staff Facing Redundancy £100 to Waive Legal Rights https://zot.news/article/alleged-terror-plot-near-raf-fairford-deepens-us-iran-xd92wZotpaperen2026-10-06T09:45:55.978ZAlleged terror plot near RAF Fairford deepens US, Iran tensions https://zot.news/article/brisbane-gymnastics-coach-stood-down-alleged-assault-child-uhe39Zotpaperen2026-10-06T09:45:23.482ZBrisbane gymnastics coach stood down after alleged assault of child https://zot.news/article/cross-river-rail-manager-accused-withholding-evidence-union-gmqoiZotpaperen2026-10-06T09:44:59.460ZCross River Rail manager accused of withholding evidence on union brawl https://zot.news/article/four-sydney-private-schools-enter-500-000-club-parent-cpmx9Zotpaperen2026-10-06T09:43:56.498ZFour Sydney private schools pass $500,000 median parent income, tax data reveals https://zot.news/article/one-nations-victorian-tax-cuts-would-wipe-out-savings-1vinoZotpaperen2026-10-06T09:43:43.336ZOne Nation's tax cuts would leave $4 billion black hole in Victoria's finances, analysis finds https://zot.news/article/informa-buys-events-company-clarion-blackstone-2-24bn-deal-s63ouZotpaperen2026-10-06T09:43:33.166ZInforma buys events company Clarion from Blackstone in £2.24bn deal https://zot.news/article/bitcoin-down-32-record-high-decline-milder-past-bear-markets-9mblaZotpaperen2026-10-06T09:43:30.900ZBitcoin down 32% from record high, but decline is milder than past bear markets https://zot.news/article/coco-gauff-says-social-media-abuse-china-open-point-replay-o4lv0Zotpaperen2026-10-06T09:43:11.106ZGauff Denounces Racial Abuse After China Open Point Replay https://zot.news/article/iran-faces-severe-challenges-rebuild-missile-drone-lkd4kZotpaperen2026-10-06T09:43:06.148ZIran faces severe challenges to rebuild missile and drone production after strikes https://zot.news/article/kenya-confirms-first-ebola-death-outbreak-spreads-dr-congo-tepmfZotpaperen2026-10-06T09:43:05.902ZKenya confirms first Ebola death as outbreak spreads from DR Congo https://zot.news/article/yemen-government-forces-reclaim-strategic-port-mokha-houthis-4ervsZotpaperen2026-10-06T09:42:49.120ZYemen government forces reclaim strategic port of Mokha from Houthis https://zot.news/article/nigeria-mourns-32-killed-military-plane-crash-president-vppv4Zotpaperen2026-10-06T09:42:47.639ZNigeria Mourns 32 Killed in Military Plane Crash, President Declares Three Days of Mourning https://zot.news/article/children-brave-snipers-mortars-reach-school-near-yemen-front-nsyv6Zotpaperen2026-10-06T09:42:46.543ZChildren brave snipers and mortars to reach school near Yemen front line https://zot.news/article/trump-suggests-iran-could-take-out-los-angeles-san-diego-sld7nZotpaperen2026-10-06T09:42:23.471ZTrump's 'take out' Los Angeles remark draws deranged and dangerous rebuke from California leaders amid record-low approval ratings https://zot.news/article/king-charles-refuses-pay-prince-andrews-legal-bills-jktwmZotpaperen2026-10-06T09:42:11.223ZKing Charles Refuses to Pay Prince Andrew's Legal Bills https://zot.news/article/causal-interventions-often-succeed-via-hidden-pathways-not-4kpudZotpaperen2026-10-06T09:41:48.210ZCausal interventions often succeed via hidden pathways, not natural mechanisms https://zot.news/article/training-models-deployment-preserves-quality-under-four-bit-6d4lzZotpaperen2026-10-06T09:40:43.780ZTraining models for deployment preserves quality under four-bit quantization https://zot.news/article/propagating-reasoning-states-lets-outcome-labels-improve-e76gzZotpaperen2026-10-06T09:39:27.234ZPropagating reasoning states lets outcome labels improve process rewards https://zot.news/article/mined-agent-skills-need-domain-specific-evidence-format-jfackZotpaperen2026-10-06T09:38:20.587ZMined agent skills need domain-specific evidence and format choices https://zot.news/article/per-key-f-divergence-constraints-enable-secure-multi-bit-szju9Zotpaperen2026-10-06T09:37:56.767ZPer-key f-divergence constraints enable secure multi-bit text watermarking https://zot.news/article/three-step-hybrid-pipeline-validates-gpu-kernels-combining-2j84gZotpaperen2026-10-06T09:36:18.118ZThree-step hybrid pipeline validates GPU kernels by combining concurrency testing with formal proof https://zot.news/article/kandinsky-6-0-jointly-generates-short-videos-synchronized-rb2rjZotpaperen2026-10-06T09:34:47.708ZKandinsky 6.0 jointly generates short videos with synchronized sound https://zot.news/article/cutbce-eliminates-memory-barriers-large-vocabulary-v9rsxZotpaperen2026-10-06T09:34:25.035ZCutBCE eliminates memory barriers for large-vocabulary recommendation training https://zot.news/article/teletune-learns-agent-skills-unfiltered-user-logs-without-2jbipZotpaperen2026-10-06T09:33:38.291ZTeleTune learns agent skills from unfiltered user logs without goals or replay https://zot.news/article/human-critiques-help-generative-reward-models-produce-more-tobkwZotpaperen2026-10-06T09:31:01.481ZHuman critiques help generative reward models produce more reliable evaluations https://zot.news/article/small-agents-learn-when-seek-cloud-help-e4e92Zotpaperen2026-10-06T09:30:42.757ZSmall agents learn when to seek cloud help https://zot.news/article/variable-size-tokens-cut-diffusion-costs-where-less-detail-gsb1iZotpaperen2026-10-06T09:30:18.682ZVariable-size tokens cut diffusion costs where less detail is needed https://zot.news/article/probability-rewards-keep-visual-grounding-reasoning-aligned-hmc2kZotpaperen2026-10-06T08:49:21.439ZProbability rewards keep visual grounding reasoning aligned with predicted objects https://zot.news/article/backdoor-attacks-interactive-video-generation-make-outputs-kfdipZotpaperen2026-10-06T08:47:42.247ZBackdoor attacks on interactive video generation make outputs freeze when action triggers appear. https://zot.news/article/steepest-guidance-aligns-generative-models-maximizing-local-1e28kZotpaperen2026-10-06T08:47:07.581ZSteepest Guidance aligns generative models by maximizing local reward improvement https://zot.news/article/firmus-australias-ai-infrastructure-hope-targets-44-billion-5tkzbZotpaperen2026-10-06T08:45:55.446ZFirmus, Australia's AI Infrastructure Hope, Targets $44 Billion ASX Listing https://zot.news/article/switching-attention-layers-close-gap-between-linear-softmax-q3rm2Zotpaperen2026-10-06T08:44:24.685ZSwitching attention layers close gap between linear and softmax https://zot.news/article/expert-verification-failures-become-reusable-guidance-coding-32my9Zotpaperen2026-10-06T08:44:13.340ZExpert verification failures become reusable guidance for coding agents https://zot.news/article/smaller-frozen-models-provide-better-rejected-responses-m253yZotpaperen2026-10-06T08:43:18.055ZSmaller frozen models provide better rejected responses for preference distillation https://zot.news/article/spatial-resolution-hierarchy-enables-parallel-mesh-04gleZotpaperen2026-10-06T08:42:46.396ZSpatial resolution hierarchy enables parallel mesh generation with explicit topology https://zot.news/article/machines-can-unlearn-deception-itself-not-just-knowledge-xay59Zotpaperen2026-10-06T08:42:33.819ZMachines can unlearn deception itself, not just the knowledge it distorts https://zot.news/article/routing-attention-heads-token-enables-joint-scaling-eqms4Zotpaperen2026-10-06T08:41:41.900ZRouting attention heads by token enables joint scaling of parameters and context https://zot.news/article/wa-rules-out-shark-cull-spending-helicopter-drone-patrols-dtr56Zotpaperen2026-10-06T08:41:03.579ZWA rules out shark cull as spending on helicopter and drone patrols nearly doubles https://zot.news/article/comedian-dave-hughes-barred-victorian-liberal-events-2rf0kZotpaperen2026-10-06T08:40:49.301ZComedian Dave Hughes barred from Victorian Liberal events over donation laws https://zot.news/article/sparse-attention-llms-leaks-private-data-via-gpu-side-eybblZotpaperen2026-10-06T08:40:30.852ZSparse attention in LLMs leaks private data via GPU side channels https://zot.news/article/veteran-abc-journalist-peter-manning-dies-aged-81-9uy0oZotpaperen2026-10-06T08:40:12.534ZVeteran ABC journalist Peter Manning dies aged 81 https://zot.news/article/stanlow-oil-refinery-broke-toxic-pollution-limits-58-times-1l78kZotpaperen2026-10-06T08:39:54.476ZStanlow oil refinery broke toxic pollution limits 58 times, documents reveal https://zot.news/article/library-makes-gradient-based-training-data-attribution-jgel6Zotpaperen2026-10-06T08:39:49.937ZA library that makes gradient-based training data attribution practical for large language models https://zot.news/article/three-years-october-7-attacks-still-reshape-israel-gaza-4lasqZotpaperen2026-10-06T08:39:46.240ZThree years after October 7, Gaza war grinds on as ceasefire fails to halt deaths https://zot.news/article/gold-coast-mother-cleared-murder-pleads-guilty-fraud-charges-pyd90Zotpaperen2026-10-06T08:39:29.920ZGold Coast mother cleared of murder pleads guilty to fraud charges https://zot.news/article/confidence-filtering-gives-beam-search-stronger-test-time-yjpcoZotpaperen2026-10-06T08:38:37.183ZConfidence filtering gives beam search stronger test-time scaling guarantees https://zot.news/article/wiring-details-determine-whether-affordance-heads-help-hurt-c2dy9Zotpaperen2026-10-06T08:37:35.507ZWiring details determine whether affordance heads help or hurt VLA policies https://zot.news/article/small-test-time-trained-guidance-model-beats-adapting-large-a3rryZotpaperen2026-10-06T08:36:47.768ZSmall test-time-trained guidance model beats adapting large LLM generators for discovery https://zot.news/article/adaptive-per-trajectory-stopping-speeds-policy-distillation-vc1p2Zotpaperen2026-10-06T08:36:31.786ZAdaptive per-trajectory stopping speeds on-policy distillation by up to 7.5x https://zot.news/article/byte-transformers-outperform-subword-models-scale-learn-j2735Zotpaperen2026-10-06T08:35:44.477ZByte Transformers outperform subword models at scale and learn implicit token-like abstractions https://zot.news/article/guided-failures-choosing-initial-states-improves-robot-08k1dZotpaperen2026-10-06T08:35:17.045ZGuided by failures, choosing initial states improves robot learning per supervised episode https://zot.news/article/self-distillation-hardens-tool-using-agents-without-3j4a1Zotpaperen2026-10-06T08:34:42.303ZSelf-distillation hardens tool-using agents without sacrificing benign task performance https://zot.news/article/agent-memory-improves-when-evolution-targets-capabilities-rppc0Zotpaperen2026-10-06T08:33:39.016ZAgent memory improves when evolution targets capabilities separately https://zot.news/article/robot-policies-encode-changed-instructions-still-follow-xusx0Zotpaperen2026-10-06T08:31:33.490ZRobot policies encode changed instructions but still follow scene cues https://zot.news/article/frozen-vision-encoder-yields-robust-perceptual-image-gonnoZotpaperen2026-10-06T08:30:21.434ZA frozen vision encoder yields a robust perceptual image distance https://zot.news/article/mend-selectively-moves-flow-model-samples-when-reward-gains-4cswaZotpaperen2026-10-06T08:30:17.148ZMEND selectively moves flow-model samples when reward gains justify distance https://zot.news/article/looped-diffusion-drafting-improves-decoding-without-extra-xoikvZotpaperen2026-10-06T08:30:15.300ZLooped diffusion drafting improves decoding without extra model components https://zot.news/article/encoder-free-model-unifies-image-video-understanding-z12t7Zotpaperen2026-10-06T08:05:40.925ZEncoder-free model unifies image and video understanding and generation in pixel space https://zot.news/article/new-benchmark-tests-if-llm-agents-can-handle-0j1yoZotpaperen2026-10-06T08:05:30.972ZNew benchmark tests if LLM agents can handle miscommunication and shifting user goals https://zot.news/article/image-restoration-can-learn-new-tasks-without-forgetting-hn413Zotpaperen2026-10-06T07:55:05.384ZImage restoration can learn new tasks without forgetting by updating only critical filters https://zot.news/article/positional-encoding-choice-shifts-retrieval-positional-9xi59Zotpaperen2026-10-06T07:54:07.526ZPositional encoding choice shifts retrieval from positional to semantic mechanisms https://zot.news/article/gradient-conflict-fails-predict-multimodal-model-trade-offs-2byd3Zotpaperen2026-10-06T07:52:10.251ZGradient conflict fails to predict multimodal model trade-offs https://zot.news/article/joint-scaling-data-budget-governs-reward-optimization-5hyl7Zotpaperen2026-10-06T07:52:06.241ZJoint scaling with data and budget governs reward optimization performance https://zot.news/article/part-anchored-voting-generates-more-faithful-human-object-9yyt6Zotpaperen2026-10-06T07:51:10.377ZPart-anchored voting generates more faithful human-object interactions from text https://zot.news/article/activation-steering-strengthens-token-level-supervision-self-9sw9wZotpaperen2026-10-06T07:49:53.944ZActivation steering strengthens token-level supervision for self-distilled reasoning https://zot.news/article/new-benchmark-measures-llms-ability-build-complete-codebases-ebbejZotpaperen2026-10-06T07:49:17.343ZNew benchmark measures LLMs' ability to build complete codebases from scratch https://zot.news/article/last-frame-layouts-guide-video-generation-through-large-8t5jmZotpaperen2026-10-06T07:48:02.362ZLast-frame layouts guide video generation through large camera moves https://zot.news/article/control-objectives-not-reconstruction-quality-should-guide-jggkqZotpaperen2026-10-06T07:47:42.595ZControl objectives, not reconstruction quality, should guide representation design in world-action models https://zot.news/article/training-free-quantization-halves-memory-traffic-linear-u38h0Zotpaperen2026-10-06T07:47:35.867ZTraining-free quantization halves memory traffic for linear attention states https://zot.news/article/remote-nt-clinic-shut-health-workers-threatened-community-t6fbjZotpaperen2026-10-06T07:46:17.755ZRemote NT clinic shut after health workers threatened, community left without care https://zot.news/article/openai-adds-text-watermarking-eu-ai-act-compliance-technique-e07y6Zotpaperen2026-10-06T07:46:09.115ZOpenAI adds text watermarking for EU AI Act compliance, but technique has limitations https://zot.news/article/correct-answers-can-conceal-invalid-grade-school-math-n891jZotpaperen2026-10-06T07:46:04.228ZCorrect answers can conceal invalid grade-school math reasoning traces https://zot.news/article/norway-coach-reveals-heart-heart-haaland-workload-qec7bZotpaperen2026-10-06T07:45:41.250ZNorway coach reveals heart-to-heart with Haaland over workload after substitution request https://zot.news/article/former-american-idol-singer-caleb-flynn-sentenced-life-6odkwZotpaperen2026-10-06T07:45:33.656ZFormer American Idol singer Caleb Flynn sentenced to life for murder of his wife https://zot.news/article/splitting-experts-role-improves-video-diffusion-model-3t9szZotpaperen2026-10-06T07:45:33.446ZSplitting experts by role improves video diffusion model scaling https://zot.news/article/labor-coalition-one-nation-lay-out-rival-migration-cuts-3bxt7Zotpaperen2026-10-06T07:45:03.825ZLabor, Coalition and One Nation lay out rival migration cuts ahead of election https://zot.news/article/euro-extends-slide-french-central-bank-chief-warns-interest-odxlvZotpaperen2026-10-06T07:44:57.184ZEuro extends slide as French central bank chief warns of interest rate 'strangling' https://zot.news/article/scientists-discover-rare-second-generation-planet-orbiting-x6zuyZotpaperen2026-10-06T07:44:53.348ZScientists discover rare second-generation planet orbiting white dwarf, made of new matter recipe https://zot.news/article/trump-allows-tax-free-red-dyed-diesel-highways-combat-record-xewvzZotpaperen2026-10-06T07:44:27.894ZTrump allows tax-free red-dyed diesel on highways to combat record fuel costs https://zot.news/article/green-party-england-wales-votes-equate-zionism-racism-3je95Zotpaperen2026-10-06T07:44:26.317ZGreen Party of England and Wales Votes to Equate Zionism with Racism, Sparking Backlash https://zot.news/article/investigation-links-domestic-abuse-against-women-leaders-uk-chnz4Zotpaperen2026-10-06T07:43:57.248ZInvestigation links domestic abuse against women to leaders of UK far-right street patrols https://zot.news/article/anti-ai-activists-turn-direct-action-disrupting-nvidia-lu6b9Zotpaperen2026-10-06T07:43:47.155ZAnti-AI Activists Turn to Direct Action, Disrupting Nvidia and Palantir Events 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https://zot.news/article/compressed-gradient-representations-preserve-influence-713opZotpaperen2026-10-06T07:41:59.269ZCompressed gradient representations preserve influence estimates in large language models https://zot.news/article/tigray-rebel-groups-forcibly-recruiting-boys-young-15-pckwwZotpaperen2026-10-06T07:41:41.298ZTigray rebel groups forcibly recruiting boys as young as 15, witnesses say https://zot.news/article/pacific-leaders-insist-fossil-fuel-transition-deal-not-open-pbbywZotpaperen2026-10-06T07:41:33.697ZPacific leaders demand an end to 'fossil fuel addiction' at Tuvalu summit ahead of COP31 https://zot.news/article/adam-converges-beyond-global-smoothness-using-only-second-hevuvZotpaperen2026-10-06T07:40:33.314ZAdam Converges Beyond Global Smoothness Using Only Second Moments https://zot.news/article/frontier-ai-agents-struggle-end-end-professional-engineering-1jijwZotpaperen2026-10-06T07:40:21.528ZFrontier AI agents struggle with end-to-end professional engineering 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police; coroner cites search officer shortage https://zot.news/article/search-paused-missing-queenstown-woman-erika-rodrigues-ds1t3Zotpaperen2026-10-06T06:43:10.727ZSearch paused for missing Queenstown woman Erika Rodrigues Coelho https://zot.news/article/softball-world-cup-trophy-touches-down-logan-2032-stadium-i3n4yZotpaperen2026-10-06T06:42:58.806ZSoftball World Cup trophy touches down as Logan 2032 stadium pitch nears council vote https://zot.news/article/rise-babies-care-proceedings-raises-fears-unnecessary-11g4qZotpaperen2026-10-06T06:42:45.402ZNew guidance to cut emergency baby care hearings, as experts warn of unnecessary adoptions https://zot.news/article/alan-jones-corresponded-13-year-old-who-asked-financial-help-u23umZotpaperen2026-10-06T05:46:09.211ZAlan Jones spent $85,000 renovating teenager's home before alleged indecent assault, court told https://zot.news/article/ikitau-cleared-bledisloe-opener-shifts-inside-centre-61ujwZotpaperen2026-10-06T05:45:51.238ZIkitau cleared 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