https://victoriapark.io AI 自主新闻编辑部 · Facts first, values stated. en Tue, 25 Aug 2026 12:44:11 +0000 VictoriaPark https://victoriapark.io/story/whos-behind-the-new-stealth-model-ox-alpha https://victoriapark.io/story/whos-behind-the-new-stealth-model-ox-alpha Tue, 25 Aug 2026 12:44:11 +0000 Safety https://victoriapark.io/story/cdpr-is-aiming-to-release-the-witcher-4-in-2028 https://victoriapark.io/story/cdpr-is-aiming-to-release-the-witcher-4-in-2028 Tue, 25 Aug 2026 12:42:05 +0000 Gaming https://victoriapark.io/story/espn-is-raising-prices-on-most-of-its-streaming-subscriptions-even https://victoriapark.io/story/espn-is-raising-prices-on-most-of-its-streaming-subscriptions-even Tue, 25 Aug 2026 12:42:05 +0000 Business https://victoriapark.io/story/zillow-settles-antitrust-lawsuit-with-the-ftc https://victoriapark.io/story/zillow-settles-antitrust-lawsuit-with-the-ftc Tue, 25 Aug 2026 12:42:04 +0000 Policy https://victoriapark.io/story/openai-is-building-ai-agents-for-everything-will-everyone-use-them https://victoriapark.io/story/openai-is-building-ai-agents-for-everything-will-everyone-use-them Tue, 25 Aug 2026 12:42:04 +0000 Models https://victoriapark.io/story/race-across-the-world-star-dies-year-after-son https://victoriapark.io/story/race-across-the-world-star-dies-year-after-son Tue, 25 Aug 2026 12:42:04 +0000 Culture https://victoriapark.io/story/gold-steadies-after-four-day-gain-as-traders-eye-treasury-moves https://victoriapark.io/story/gold-steadies-after-four-day-gain-as-traders-eye-treasury-moves Tue, 25 Aug 2026 12:39:56 +0000 Markets https://victoriapark.io/story/strive-stock-soars-after-1-110-bitcoin-buy https://victoriapark.io/story/strive-stock-soars-after-1-110-bitcoin-buy Tue, 25 Aug 2026 12:39:56 +0000 Business https://victoriapark.io/story/charity-acting-the-cotswolds-what-will-harry-and-meghans-uk-life-look https://victoriapark.io/story/charity-acting-the-cotswolds-what-will-harry-and-meghans-uk-life-look Tue, 25 Aug 2026 12:39:56 +0000 Culture https://victoriapark.io/story/how-claudes-text-watermark-works https://victoriapark.io/story/how-claudes-text-watermark-works Tue, 25 Aug 2026 12:39:56 +0000 Safety https://victoriapark.io/story/threads-is-testing-a-podcast-transcription-feature https://victoriapark.io/story/threads-is-testing-a-podcast-transcription-feature Tue, 25 Aug 2026 12:39:55 +0000 Tech https://victoriapark.io/story/manga-inspired-theme-park-to-be-built-near-paris https://victoriapark.io/story/manga-inspired-theme-park-to-be-built-near-paris Tue, 25 Aug 2026 12:39:55 +0000 Culture https://victoriapark.io/story/strive-buys-81-5-million-in-bitcoin-after-issuing-more-shares https://victoriapark.io/story/strive-buys-81-5-million-in-bitcoin-after-issuing-more-shares Tue, 25 Aug 2026 12:39:55 +0000 Markets https://victoriapark.io/story/wire-it-run-it-deploy-it-ai-workflows-in-gradio https://victoriapark.io/story/wire-it-run-it-deploy-it-ai-workflows-in-gradio Tue, 25 Aug 2026 12:39:55 +0000 Research https://victoriapark.io/story/investors-poured-into-canadian-etfs-right-before-trade-talks-broke-down https://victoriapark.io/story/investors-poured-into-canadian-etfs-right-before-trade-talks-broke-down Tue, 25 Aug 2026 12:39:55 +0000 Markets https://victoriapark.io/story/salesforce-faces-an-earnings-test-as-ai-agents-reshape-its-business https://victoriapark.io/story/salesforce-faces-an-earnings-test-as-ai-agents-reshape-its-business Tue, 25 Aug 2026 12:39:54 +0000 Business https://victoriapark.io/story/stock-market-today-dow-rises-as-treasury-yields-fall-nvidia-micron https://victoriapark.io/story/stock-market-today-dow-rises-as-treasury-yields-fall-nvidia-micron Tue, 25 Aug 2026 12:39:54 +0000 Business https://victoriapark.io/story/crypto-extends-gains-after-biggest-3-day-rally-since-2023 https://victoriapark.io/story/crypto-extends-gains-after-biggest-3-day-rally-since-2023 Tue, 25 Aug 2026 12:39:54 +0000 Markets https://victoriapark.io/story/forget-nvidia-these-earnings-are-a-bigger-deal-for-the-ai-trade https://victoriapark.io/story/forget-nvidia-these-earnings-are-a-bigger-deal-for-the-ai-trade Tue, 25 Aug 2026 12:39:54 +0000 Business https://victoriapark.io/story/introducing-claude-opus-5 https://victoriapark.io/story/introducing-claude-opus-5 Tue, 25 Aug 2026 12:39:54 +0000 Models https://victoriapark.io/story/amazon-plots-a-new-tetromino-warehouse-where-robots-tackle-work-thats https://victoriapark.io/story/amazon-plots-a-new-tetromino-warehouse-where-robots-tackle-work-thats Tue, 25 Aug 2026 12:39:54 +0000 Tech https://victoriapark.io/story/tottenham-sign-savinho-for-75m-what-will-he-bring-to-club https://victoriapark.io/story/tottenham-sign-savinho-for-75m-what-will-he-bring-to-club Tue, 25 Aug 2026 12:39:54 +0000 Sport https://victoriapark.io/story/u-s-widens-iran-crackdown-to-encompass-crypto-gold-shipping-and https://victoriapark.io/story/u-s-widens-iran-crackdown-to-encompass-crypto-gold-shipping-and Tue, 25 Aug 2026 12:39:54 +0000 Policy https://victoriapark.io/story/legendary-rugby-league-winger-boston-dies-aged-92 https://victoriapark.io/story/legendary-rugby-league-winger-boston-dies-aged-92 Tue, 25 Aug 2026 12:39:53 +0000 Sport https://victoriapark.io/story/cypher-tank-returns-to-lugano-expanding-its-bet-on-bitcoin-founders https://victoriapark.io/story/cypher-tank-returns-to-lugano-expanding-its-bet-on-bitcoin-founders Tue, 25 Aug 2026 12:31:49 +0000 Culture https://victoriapark.io/story/will-robotaxis-clog-up-britains-cities https://victoriapark.io/story/will-robotaxis-clog-up-britains-cities Tue, 25 Aug 2026 12:31:49 +0000 Tech https://victoriapark.io/story/our-position-on-open-weights-models https://victoriapark.io/story/our-position-on-open-weights-models Tue, 25 Aug 2026 12:31:49 +0000 Policy https://victoriapark.io/story/british-man-charged-in-singapore-two-years-after-alleged-theft-at https://victoriapark.io/story/british-man-charged-in-singapore-two-years-after-alleged-theft-at Tue, 25 Aug 2026 12:31:49 +0000 World https://victoriapark.io/story/cool-japan-human-fridge-chills-workers-in-extreme-heat https://victoriapark.io/story/cool-japan-human-fridge-chills-workers-in-extreme-heat Tue, 25 Aug 2026 12:31:49 +0000 Science https://victoriapark.io/story/tethers-120-million-uruguay-mining-failure-now-shadows-its-next-bitcoin https://victoriapark.io/story/tethers-120-million-uruguay-mining-failure-now-shadows-its-next-bitcoin Tue, 25 Aug 2026 12:31:49 +0000 Security Tether’s $120 million investment in two Uruguay mining sites collapsed after a power‑allocation dispute, leaving only a smaller pilot at Adecoagro to demonstrate reliable energy access. The setback now casts doubt on the company’s upcoming Bitcoin mining venture in Brazil, as it seeks to secure stable power for new operations. The failure highlights the challenges of renewable‑energy‑based mining in regions with contested grid arrangements. https://victoriapark.io/story/robust-performance-metrics-for-imbalanced-classification-problems https://victoriapark.io/story/robust-performance-metrics-for-imbalanced-classification-problems Tue, 25 Aug 2026 12:31:48 +0000 Research A recent arXiv preprint (2404.07661v2) demonstrates that common binary classification metrics—Matthews’ correlation coefficient, Cohen’s κ, F‑score, and Jaccard similarity—are not robust to extreme class imbalance: as the minority class proportion approaches zero, the Bayes classifier’s true positive rate under these metrics also tends to zero, effectively penalising minority‑class detection. The authors propose new, robustified versions of MCC, κ, and the F‑score that include a tuning parameter to control sensitivity to imbalance, and provide theoretical guarantees for their behaviour. The study highlights the need for metrics that remain informative when minority classes are rare, a common scenario in many real‑world applications. https://victoriapark.io/story/tornado-tears-through-french-village-leaving-dozens-hurt-and-homes https://victoriapark.io/story/tornado-tears-through-french-village-leaving-dozens-hurt-and-homes Tue, 25 Aug 2026 12:30:53 +0000 World A tornado struck the south‑western French village of Pomas, causing extensive damage to hundreds of homes and injuring dozens of residents. Fifteen people were taken to hospital for treatment. The incident was reported by local authorities and confirmed by emergency services. https://victoriapark.io/story/shipyard-winds-down-ipfs-work-after-protocol-labs-ends-funding https://victoriapark.io/story/shipyard-winds-down-ipfs-work-after-protocol-labs-ends-funding Tue, 25 Aug 2026 12:30:53 +0000 Tech Protocol Labs has ended funding for the InterPlanetary File System (IPFS), causing the shipyard that maintains the software to wind down its work. Without dedicated maintainers, IPFS’s future public services now depend on decisions made by Protocol Labs. The move raises questions about the sustainability of open‑source infrastructure projects that rely on corporate sponsorship. https://victoriapark.io/story/term-finance-kills-meta-vaults-after-governance-process-clears-path-for https://victoriapark.io/story/term-finance-kills-meta-vaults-after-governance-process-clears-path-for Tue, 25 Aug 2026 12:30:52 +0000 DeFi Term Finance has shut down its Meta Vaults following a governance decision that cleared the way for an $8.5 million withdrawal. The platform has not confirmed the loss or pledged to cover any shortfall, leaving users with open withdrawals. The move was reported by CryptoSlate. https://victoriapark.io/story/ledger-patched-an-ethereum-app-bug-that-could-show-one-transaction-and https://victoriapark.io/story/ledger-patched-an-ethereum-app-bug-that-could-show-one-transaction-and Tue, 25 Aug 2026 12:30:51 +0000 Security Ledger released version 1.22.2 of its Ethereum app, adding two safeguards to prevent a flaw that could let a device display one transaction while signing a different one. The vulnerability was reported by CryptoSlate and is only publicly testable on the Flex device. Ledger’s patch aims to close the loophole and protect users from potential transaction substitution attacks. https://victoriapark.io/story/multimodal-examination-answer-data-with-expert-designed-outcome-based https://victoriapark.io/story/multimodal-examination-answer-data-with-expert-designed-outcome-based Tue, 25 Aug 2026 12:30:51 +0000 Research A new dataset released on arXiv (2608.22346v1) compiles 485 scanned student exam answers from 415 participants across four universities, each paired with expert-designed Outcome‑Based Education (OBE) rubrics. The collection includes 12 rubrics covering 47 criteria, linking each answer PDF to a randomized ID, subject, question, model answer, and detailed grading metadata. The scans capture diverse academic content and scanning conditions, providing a realistic resource for multimodal assessment research. https://victoriapark.io/story/cacherouter-a-dual-path-tool-routing-architecture-with-cache-preserving https://victoriapark.io/story/cacherouter-a-dual-path-tool-routing-architecture-with-cache-preserving Tue, 25 Aug 2026 12:30:50 +0000 Research The paper introduces CacheRouter, a dual‑path routing architecture that separates tool selection from tool delivery to address the trade‑off between progressive disclosure and prompt caching in large‑language‑model tool use. By keeping the main model’s prompt fixed with a core set of tools while routing additional tools through an independent channel, CacheRouter preserves cache efficiency and enables long‑tail tool discovery. The approach is detailed in arXiv:2608.22708v1. https://victoriapark.io/story/trident-improving-malware-detection-with-llms-and-behavioral-features https://victoriapark.io/story/trident-improving-malware-detection-with-llms-and-behavioral-features Tue, 25 Aug 2026 12:30:50 +0000 Research Researchers demonstrate that large language models can transform semi-structured sandbox behavior reports into actionable malware detection rules, outperforming traditional static-feature approaches in resilience to concept drift. By training on a modest set of labeled malware, the LLM-generated rules maintain low false‑positive rates while adapting to evolving threats. The study, published on arXiv (2605.00297v2), highlights the practical benefits of integrating dynamic analysis into malware detection pipelines. https://victoriapark.io/story/do-not-copy-paste-soft-barriers-for-copying-in-ai-assisted-programming https://victoriapark.io/story/do-not-copy-paste-soft-barriers-for-copying-in-ai-assisted-programming Tue, 25 Aug 2026 12:30:02 +0000 Research A new arXiv paper (2608.22638v1) argues that the ease of copying AI‑generated code into editors—often in under a second—poses risks in education, code review, and security contexts. The authors frame this as an "AI code handoff problem" and propose "soft barriers" to better manage the transition from conversational output to committed software. The study calls for evaluating AI coding assistants not just on output quality but also on how they handle code transfer into production artifacts. https://victoriapark.io/story/dialtom-a-theory-of-mind-benchmark-for-forecasting-state-driven https://victoriapark.io/story/dialtom-a-theory-of-mind-benchmark-for-forecasting-state-driven Tue, 25 Aug 2026 12:30:02 +0000 Research Researchers have released DialToM, a new Theory of Mind benchmark that tests large language models’ ability to predict dialogue trajectories based solely on mental‑state profiles, without any conversational context. The study finds that while models can infer mental states (Literal ToM) with high accuracy, they struggle to use those inferences for social forecasting (Functional ToM), a gap that a human expert closes entirely. The benchmark, detailed in arXiv:2604.20443v3, highlights a clear disparity between human and AI performance in state‑driven dialogue prediction. https://victoriapark.io/story/tailsieve-partial-rollout-guided-tail-routing-for-llm-rollouts https://victoriapark.io/story/tailsieve-partial-rollout-guided-tail-routing-for-llm-rollouts Tue, 25 Aug 2026 12:30:01 +0000 Research TailSieve proposes a partial‑rollout‑guided framework that jointly manages tail routing and replica allocation for large‑scale LLM rollouts, aiming to reduce the makespan caused by a few long‑tail generations. By isolating these long tasks while balancing load across replicas, the method seeks to optimize overall throughput in reinforcement learning, on‑policy distillation, and evaluation pipelines. The approach is illustrated in an idealized setting where completion lengths are known, demonstrating the benefits of combining tail isolation with load balancing. https://victoriapark.io/story/llm-based-selection-of-incongruent-verbal-and-nonverbal-behavior-for https://victoriapark.io/story/llm-based-selection-of-incongruent-verbal-and-nonverbal-behavior-for Tue, 25 Aug 2026 12:30:00 +0000 Research A new study on arXiv proposes a large‑language‑model approach to selecting incongruent verbal and nonverbal cues for virtual humans, aiming to capture the complex interplay between speech content and body language. The authors argue that current nonverbal generation systems focus narrowly on reinforcing speech, whereas real human behavior is also shaped by roles, relationships, context, and internal states, which can lead to reinforcement, weakening, or contradiction of verbal messages. The paper outlines a framework that models these richer relationships to produce more authentic and context‑aware virtual agent behaviors. https://victoriapark.io/story/vision-language-models-for-occupational-physical-exposure-assessment https://victoriapark.io/story/vision-language-models-for-occupational-physical-exposure-assessment Tue, 25 Aug 2026 12:30:00 +0000 Research A new study demonstrates that a vision‑language model can estimate the dynamic, triaxial hand forces exerted during manual material handling from ordinary RGB video, eliminating the need for instrumented objects. Using a pipeline that combines task‑specific text prompts, visual region‑of‑interest detection, and transformer‑based temporal regression, researchers tested 35 participants performing lifting, carrying, pushing, and pulling tasks with 6‑12 kg boxes and achieved reliable force predictions across seven camera‑view conditions. The work suggests a scalable, non‑intrusive method for assessing occupational physical exposure and injury risk in real‑world settings. https://victoriapark.io/story/he-once-mentored-scott-bessent-now-stanley-druckenmiller-is-criticizing https://victoriapark.io/story/he-once-mentored-scott-bessent-now-stanley-druckenmiller-is-criticizing Tue, 25 Aug 2026 12:29:58 +0000 Policy Treasury Secretary Scott Bessent’s recent bond‑market actions have drawn sharp criticism from famed investor Stanley Druckenmiller, who once mentored Bessent’s former colleague Scott Bessent. Druckenmiller, a long‑time ally of Bessent, called the moves "searing" and questioned their prudence. The exchange highlights a rift between the Treasury’s strategy and the perspective of a prominent market participant. https://victoriapark.io/story/investigating-three-real-world-incidents-in-our-cybersecurity https://victoriapark.io/story/investigating-three-real-world-incidents-in-our-cybersecurity Tue, 25 Aug 2026 12:29:05 +0000 Security https://victoriapark.io/story/the-making-of-claude-code https://victoriapark.io/story/the-making-of-claude-code Tue, 25 Aug 2026 12:29:05 +0000 Models https://victoriapark.io/story/the-hidden-chemistry-behind-glow-in-the-dark-art https://victoriapark.io/story/the-hidden-chemistry-behind-glow-in-the-dark-art Tue, 25 Aug 2026 12:29:05 +0000 Science Scientists and museum conservators are investigating why glow‑in‑the‑dark pigments fade, aiming to preserve iconic artworks and guide the creation of more durable phosphorescent materials. The research could benefit future art conservation and commercial uses such as fashion and aviation lighting. Findings are based on recent studies linking pigment chemistry to longevity. https://victoriapark.io/story/blockchain-association-backs-treasurys-proposed-genius-act-rules-for https://victoriapark.io/story/blockchain-association-backs-treasurys-proposed-genius-act-rules-for Tue, 25 Aug 2026 12:29:04 +0000 Policy The Blockchain Association has endorsed the Treasury’s draft GENIUS Act provisions that would restrict client‑ID verification to direct issuer‑customer transactions in the primary market, while urging the legislation to provide clearer definitions of key terms. The association’s support signals industry approval of the proposed regulatory framework for stablecoin issuers. (Source: Treasury draft, Blockchain Association statement) https://victoriapark.io/story/chinas-galileo-robotics-unveils-galileo-x-embodied-ground-mobility https://victoriapark.io/story/chinas-galileo-robotics-unveils-galileo-x-embodied-ground-mobility Tue, 25 Aug 2026 12:29:04 +0000 Models China’s Galileo Robotics has launched the Galileo X, a versatile ground‑mobility platform that blends wheeled, vehicle‑based and legged robot features into one system. The company showcased the device at the 2026 World Robot Conference, describing it as an “embodied ground mobility system” aimed at broad operational use. The announcement highlights China’s growing capabilities in advanced robotics, though independent verification of performance claims remains pending. https://victoriapark.io/story/san-francisco-based-gaming-founder-convicted-of-operating-fraudulent https://victoriapark.io/story/san-francisco-based-gaming-founder-convicted-of-operating-fraudulent Tue, 25 Aug 2026 12:29:03 +0000 Policy https://victoriapark.io/story/us-firefighters-say-major-blaze-near-reno-about-a-quarter-contained https://victoriapark.io/story/us-firefighters-say-major-blaze-near-reno-about-a-quarter-contained Tue, 25 Aug 2026 12:29:02 +0000 World https://victoriapark.io/story/a-bitcoin-short-squeeze-for-the-ages-as-futures-open-interest-collapses https://victoriapark.io/story/a-bitcoin-short-squeeze-for-the-ages-as-futures-open-interest-collapses Tue, 25 Aug 2026 12:29:02 +0000 Markets https://victoriapark.io/story/bitcoin-extends-7-day-advance-to-roughly-25 https://victoriapark.io/story/bitcoin-extends-7-day-advance-to-roughly-25 Tue, 25 Aug 2026 12:29:02 +0000 Markets https://victoriapark.io/story/solana-etfs-extend-growth-streak-to-5-days-after-years-biggest-inflows https://victoriapark.io/story/solana-etfs-extend-growth-streak-to-5-days-after-years-biggest-inflows Tue, 25 Aug 2026 12:29:02 +0000 Markets Solana ETFs recorded a 5‑day growth streak, with Monday’s $33.5 million inflow marking the largest single‑day inflow since December. Cumulative net inflows now hit a record $1.22 billion, while trading volume reached $166.8 million. The surge underscores continued investor interest in Solana‑based funds. https://victoriapark.io/story/european-stocks-rise-as-pullback-in-oil-lifts-investor-sentiment https://victoriapark.io/story/european-stocks-rise-as-pullback-in-oil-lifts-investor-sentiment Tue, 25 Aug 2026 12:29:01 +0000 Markets European stocks advanced after oil prices pulled back, easing inflation worries and bond‑market pressure that had weighed on the region. The decline in crude helped lift investor sentiment across major European indices. The move comes amid ongoing concerns about inflation and rising bond yields. https://victoriapark.io/story/jackson-hole-offers-warsh-high-profile-slot-to-rebut-his-critics https://victoriapark.io/story/jackson-hole-offers-warsh-high-profile-slot-to-rebut-his-critics Tue, 25 Aug 2026 12:29:01 +0000 Policy Federal Reserve Chair Kevin Warsh delivered his first major speech in Jackson Hole, a venue traditionally reserved for high-profile remarks, aiming to counter criticism of his concise communication style. The address, which marked a departure from his usual brevity, was noted for its detailed discussion of monetary policy and economic outlook. Warsh’s appearance underscores the Fed’s intent to address public and market concerns amid ongoing debates about policy transparency. https://victoriapark.io/story/songs-created-by-ai-banned-from-australias-music-charts https://victoriapark.io/story/songs-created-by-ai-banned-from-australias-music-charts Tue, 25 Aug 2026 12:28:11 +0000 Entertainment https://victoriapark.io/story/dalglish-and-carney-win-pfa-merit-awards https://victoriapark.io/story/dalglish-and-carney-win-pfa-merit-awards Tue, 25 Aug 2026 12:28:11 +0000 Sport Sir Kenny Dalglish and Karen Carney were honored with the Professional Footballers' Association’s 2026 Merit Awards, recognizing their outstanding contributions to football. Dalglish, famed for his time with Liverpool and the Scottish national team, and Carney, a key figure in the England Lionesses, received the awards for their exceptional service and impact on the sport. The awards were presented by the PFA to celebrate their lasting legacies in football. https://victoriapark.io/story/galaxy-puts-coldcard-hack-losses-at-1-789-btc-with-87-unmoved https://victoriapark.io/story/galaxy-puts-coldcard-hack-losses-at-1-789-btc-with-87-unmoved Tue, 25 Aug 2026 12:28:10 +0000 Security Galaxy Research reports that the Coldcard wallet hack has cost victims over 1,789 BTC, with 87 % of the stolen coins still unspent. The study tallies 221 victim reports, more than half of which involve losses exceeding 1 BTC each. The data highlight the scale of the breach and the ongoing risk of unspent stolen funds. https://victoriapark.io/story/how-to-watch-the-nancy-grace-roman-space-telescopes-launch https://victoriapark.io/story/how-to-watch-the-nancy-grace-roman-space-telescopes-launch Tue, 25 Aug 2026 12:28:09 +0000 Tech