搜索与发现
查事件、来源、文档和知识
统一搜索会同时返回事件、原始来源、采集文档和知识节点。结果按匹配度、来源强度、风险和确认状态排序。
A Lie Detector Test for Language Models: Reading Knowledge a Model Won't Reveal
Large language models can hold knowledge they do not report. A model may sandbag on a capability evaluation, or answer against what it internally knows, and its outputs alone cannot tell whether it is hiding an answer or simply does not have one. We borrow the Concealed Information Test, a forensic method that identifies guilty knowledge by presenting a suspect with the true detail among plausible decoys and measuring a stronger response to the item they recognize. Our method, Probe of Internal Recognition (PIR), does the same inside a model. It presents a question with its candidate answers a
匹配采集文档中文标题、摘要、原始来源或文档类型。情感计算边界
情绪识别和陪伴产品应区分体验优化、心理健康声明、敏感数据处理和独立证据。
匹配知识节点、相关术语或方法论说明。University of Manchester Uses NVIDIA Earth-2 to Forecast Air Pollution Across the UK
Air pollution is a serious public health risk, contributing to an estimated 30,000 deaths in the U.K. alone last year. Data-driven insights can help — but computing air quality with traditional chemistry-based models is expensive, which limits how detailed they can be and how regularly they can be run. David Topping, a professor in the […]
匹配采集文档中文标题、摘要、原始来源或文档类型。Development and validation of a clinical risk score for early identification of sudden acquired retinal degeneration syndrome in dogs: A retrospective case-control study.
Vet World; PubMed ID 13590187.
匹配采集文档中文标题、摘要、原始来源或文档类型。Investment and venture capital
book-chapter | Investment determines which claims, enterprises and projects receive scarce capital, at what price, with which rights and under whose risk. This chapter integrates public-market securities analysis, international investment appraisal and venture-capital decision-making within one investor-centered architecture. It develops investment mandates, strategic asset allocation and rebalancing, African capital-market structure, return and risk measurement, diversification, Modern Portfolio Theory, CAPM, multifactor models, market efficiency, behavioral finance, technical analysis, fixed
匹配采集文档中文标题、摘要、原始来源或文档类型。Available Guardrails: Certifying Selective Prediction across ML Systems
A selective predictor acts as a safety gate: it returns an output only when the prediction appears sufficiently trustworthy. Deployments increasingly require this reliability to be certified at a target precision for every reporting unit of interest, such as a tool, policy label, or patient subgroup. The main difficulty is often not whether a granted certificate is valid, but whether finite calibration data can produce one at all. As the gate becomes safer or more fine-grained, some units may receive too little evidence to certify. We make this notion of availability computable through classic
匹配采集文档中文标题、摘要、原始来源或文档类型。Scalable and Systematic Neurobiology of Psychiatric and Neurodevelopmental Disorder Risk Genes (SSPsyGene) Consortium: Data Resource and Administrative Coordination Center
This concept aims to continue the Data Resource and Administrative Coordination Center (DRACC) of the Scalable and Systematic Neurobiology of Psychiatric and Neurodevelopmental Disorder Risk Genes (SSPsyGene) Consortium to support ongoing needs for data production and analysis that will continue beyond the current DRACC project end date and to complete consortium studies.
匹配采集文档中文标题、摘要、原始来源或文档类型。COMPLEX: A Closed-Form Certified Embedding of Multiparameter Persistence Modules
Every multiparameter persistence vectorization we know of carries a one-sided Lipschitz upper bound and nothing below it: without a lower gauge there is no sense in which the features are faithful, and no per-prediction guarantee can be built on them. This paper supplies the missing side. COMPLEX is a closed-form, training-free embedding of multiparameter modules -- slice the module along a fixed near-diagonal net, embed each slice barcode by the certified PLACE/PALACE landmark map, concatenate. Under a checkable witnessing-slice coherence condition, holding on 100% of audited pairs on Orbit5k
匹配采集文档中文标题、摘要、原始来源或文档类型。Agencies seek comment on proposed third-party risk management guidance and issue statement on community bank engagement with core service providers
Agencies seek comment on proposed third-party risk management guidance and issue statement on community bank engagement with core service providers
匹配采集文档中文标题、摘要、原始来源或文档类型。EBV reactivation priming of the peripheral immune system in multiple sclerosis relapse
Nature Medicine, Published online: 16 September 2026; doi:10.1038/s41591-026-04665-3 Increased expression of EBV reactivation genes in B cells and MS risk genes targeted by the EBV protein EBNA-2 precedes MS attacks, linking EBV reactivation and genetic risk to the development of MS relapses.
匹配采集文档中文标题、摘要、原始来源或文档类型。Improving synthesis prediction of small molecules at scale with RetroChimera
Custom-made molecules are advancing medicine, materials, and agriculture, but producing them is slow and expensive. A new Nature paper highlights RetroChimera, a predictive model that helps accelerate chemical synthesis, helping researchers explore a wide range of molecules. The post Improving synthesis prediction of small molecules at scale with RetroChimera appeared first on Microsoft Research .
匹配采集文档中文标题、摘要、原始来源或文档类型。Kubernetes v1.37: Scheduler Preemption for In-Place Pod Resize (Alpha)
In Kubernetes, resource allocation has historically been a static decision made during a Pod's initial scheduling and placement. With the graduation of the core in-Place Pod resize feature to General Availability in v1.35, application developers and cluster operators gained the powerful ability to dynamically adjust CPU and memory allocations of running containers without incurring disruptive restarts or application downtime. However, in-place resizing introduced a unique resource scheduling gap: if a running Pod requested a resource scale-up that exceeded the host node's allocatable headroom,
匹配采集文档中文标题、摘要、原始来源或文档类型。Two zones or three? A design framework for zone-resilient Azure workloads
Zone resiliency isn't a single number you apply to a whole workload. The useful question isn't “how many zones?” but “how many zones does each component need to survive the loss of one?” Decide zone patterns component by component, use service-managed zone redundancy wherever it fits, and reserve three-zone designs for the components that genuinely require a third failure domain. The post Two zones or three? A design framework for zone-resilient Azure workloads appeared first on Microsoft Azure Blog .
匹配采集文档中文标题、摘要、原始来源或文档类型。Deploy Hugging Face models on Amazon SageMaker AI with coding agents
Deploy production-ready Hugging Face models on Amazon SageMaker AI using six open-source agent skills. Point a coding agent at a model and get back a real-time endpoint with the right serving container, autoscaling, Amazon CloudWatch alarms, and a verified teardown path.
匹配采集文档中文标题、摘要、原始来源或文档类型。监管路径
把试验阶段、主要终点、安全性、适应症和监管沟通分开看，不把临床更新等同于疗效结论。
匹配知识节点、相关术语或方法论说明。陪伴依恋风险
关注用户依恋、未成年人、退出机制、数据留存和人机关系边界。
匹配知识节点、相关术语或方法论说明。Legal, ethical and moral dilemma of human cloning: the conflict between technological progress and human dignity
Frontiers in Medicine | article | Human cloning involves creating a genetically identical copy of a human cell, tissue, or embryo. That is, human reproductive cloning, producing a genetic copy of an existing person, has never been successfully done and remains globally banned or restricted. While there is no scientific evidence of successful human reproductive cloning, biotechnology combines cloning methods with genetic engineering to drive advancements in medical research and disease treatment. With the development of genetic engineering and cloning technologies, human cloning, as a possible
匹配采集文档中文标题、摘要、原始来源或文档类型。Cute Critters Come to the Cloud: ‘Aniimo’ Launches on GeForce NOW
A new creature-catching adventure is ready to stream from the cloud this week. Pawprint Studio’s Aniimo arrives on GeForce NOW at launch, inviting gamers to explore the vibrant continent of Idyll across supported devices. Also this week, 007 First Light receives a path-tracing update on GeForce NOW, alongside a smashing limited-time Deluxe Edition sale on […]
匹配采集文档中文标题、摘要、原始来源或文档类型。Kubernetes v1.37: etcd RangeStream Cuts Memory Use on Large List Reads
I am excited to announce that etcd RangeStream is graduating to beta in Kubernetes v1.37. Paired with etcd v3.7, it reduces the memory the API server and etcd need to read a large collection, and makes peak usage more predictable. The cost of large reads The API server serves most list and watch requests from its in-memory watch cache. Populating that cache requires reading a resource's full state from etcd, at startup and on every re-initialization. For a resource with many objects, or large ones, such as Pods, that read is expensive. The API server already paginated these reads, asking etcd
匹配采集文档中文标题、摘要、原始来源或文档类型。AWS Weekly Roundup: AWS Builder Center mobile apps, Amazon Connect Talent GA, Amazon Corretto 27, and more (September 21, 2026)
Living in the Netherlands, I spend a fair amount of time on trains, and that is usually where I catch up on what the builder community is writing. Until now, that meant opening a laptop or squinting at a browser tab on my phone. This week I found myself scrolling through trending articles and checking […]
匹配采集文档中文标题、摘要、原始来源或文档类型。