AI 情报文章归档

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

A long-standing goal of AI is a model that can continually learn and improve itself. On post-trained models, supervised finetuning (SFT) on new data often causes poor generalization and catastrophic forgetting. As such, the conventional wi…

This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...

This paper studies online quantile regression for large-scale and streaming data using Stochastic SubGradient Descent (SSGD) with constant learning rates. Classical offline inference for quantile regression is computationally and memory in…

圆刚 (AVerMedia) 推出面向工业应用的 AIClear Mic (A113) 麦克风，工作温度范围达 -25℃ 至 +60℃，存放温度范围达 -40℃ 至 +85℃。该产品支持 AI 驱动的降噪功能，可为边缘应用清除环境噪声，使语音识别准确率提升 60% 以上，并提升声纹认证场景的身份验证准确性。A113 支持免驱动即插即用、USB-C 一线连，并提供一对 3.5mm 音频插孔。

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend Her day,...

又一个急需的产品：一个为团队打造的邮件系统，让人类和自主智能体都能访问它。 我们需要一个带有适当权限的系统，让你的 AI（以及受邀的其他人）可以在其中工作、互相评论，并在需要时把事项提请你的注意。

Feature pyramid methods, from FPN to BiFPN, have achieved strong performance in face detection by fusing multi-scale features. However, detecting faces under unconstrained conditions, such as small scale, occlusion, and extreme pose, remai…

High-quality child care in early life is a critical determinant of children's growth and development. Research on child care quality has been constrained by fragmented, non-research-friendly, and privacy-bound datasets. We present CCQ (Chi…

Graphical User Interface (GUI) agents have emerged as a promising paradigm for automating complex digital workflows across diverse applications. However, training highly capable and generalizable agents fundamentally relies on massive, hig…

上汽荣威家越 07 预售 2 周订单（小订）超三万台，该车于 9 月 21 日开启预售，预售价 13.78 万元起，共三款车型。家越 07 行业首搭豆包座舱助手，搭载 Momenta R7 世界模型与新芯航图 XHEART X7 芯片，CLTC 纯电续航 320km、综合续航 1480km。

Cognitive Diagnostic Models (CDMs) identify which specific skills a student has and has not mastered, the signal a personalized learning path needs and a single aggregate score cannot give. Yet they are rarely deployed. The obstacle is the…

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content ...

我今晚一直在抱怨 OpenAI 的一些选择，所以往好的方面说，目前仍然没有能媲美 GPT-6 Pro 的产品（就像之前的 Pro 系列模型一样）。它既能一次性完成非常困难的任务，又在传达结果方面做得出奇地好。

台达宣布与英伟达合作，基于 NVIDIA Hyperion 平台开发下一代智能、高效、安全的自动驾驶系统，并结合 Halos 安全系统与台达在汽车能源管理、电动汽车动力系统及车载高性能计算方面的专业能力。台达执行副总裁唐修平表示，此次合作将整合 AI 与高性能计算能力，增强先进自动驾驶功能，推动下一代智能汽车落地。

Mustafa Suleyman（微软 AI CEO）： 1000 亿美元级的训练运行即将到来。 " 正在集结的算力达到吉瓦级别，而只有 5/6 家实验室。 算力与测试时算力扩展显然将带来地震级的优势。 像这样拥有大算力的大实验室，其部分更大规模的尝试将出现极端加速。" ---- 完整视频见 "The Rest Is Politics: Leading" YouTube 频道，（链接在评论中）

If you have been building with Claude Code, Cursor, or autonomous agentic workflows over the past few...

华为与高通今日宣布达成一项长期、广泛的专利许可协议，包含双方在 5G、计算、人工智能、网络等领域的专利组合交叉许可，高通还将收购华为部分美国专利。这是双方首份涵盖 5G 技术的专利许可协议；华为称交易完成后全部专利许可协议累计总金额预计将超过 69 亿美元，并自 2021 年起知识产权授权业务实现正向收入。

This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend What I...

*This is a submission for the Hacktoberfest Weekend Challenge: Build for a Friend * My sister is an...

A bipedal robot cannot deviate from its path to avoid an obstacle without disturbing its balance, and this coupling is most severe on underactuated platforms such as the biped considered here, which has four actuated joints per leg and no …

Triangular attention is a core computation in AlphaFold3-style biomolecular models, with cubic cost in token count. Its shared pair bias adds a gradient reduction across attention slices to the usual reductions over queries and keys. The o…

Monitoring concept drift from an adaptive classifier's error stream creates an operational conflict with the model's own update loop. When internal adaptation outpaces evidence accumulation, accuracy recovers before cumulative detectors (C…

Frozen representations are widely reused for downstream classification, yet each new task typically requires fitting a new predictor. We ask whether the few-shot prediction procedure itself can instead be learned once and reused across dat…

施耐德电气宣布以每股 205 美元、总价约 226 亿美元全现金收购 PTC，较前收盘价溢价超 40%，交易预计 2027 年第三季度完成，以扩充工业软件与 AI 赋能业务。此前施耐德已敲定 31 亿美元收购 Cognite、12 亿欧元收购 Shelly Group SE；资金由摩根士丹利与法国兴业银行提供过渡性贷款安排。

Diffusion models generate samples by learning to reverse a fixed corruption process, and classifier-free guidance (CFG) is the standard mechanism for conditioning this process on a desired class or prompt. CFG can be applied at varying gui…

An AI agent does something it shouldn't. It leaks data, or wipes the wrong database, or makes a call...

LinkedIn 估算 2023 年以来美国新增超 75 万个 AI 相关岗位，其中数据标注员新增约 28.2 万居首，数据中心岗位约 11.7 万、AI 工程师约 10.5 万，三类合计约 50.4 万。作者指出数据标注员中位挂牌薪资约 5.1 万美元，低于非 AI 岗位中位数；AI 相关岗位整体中位薪资约 18 万美元，其他较小增长包括约 2.9 万个 AI 负责人和 1.5 万个前沿部署工程师。

Recovering complete phase sets from powder X-ray diffraction (PXRD) is challenging when weak-phase peaks overlap stronger signals. A natural strategy is to identify phases iteratively, removing the contribution of each identified phase fro…

Predicting metal-organic framework (MOF) structures from given building blocks requires recovering their positions and orientations in a periodic crystal. The spatial effects of rotation errors are geometry-dependent and anisotropic. The s…

Linear attention enables efficient long-context autoregressive decoding by compressing history into recurrent states, but this compression can make selective access to sparse and distant information difficult. Existing chunk-based extensio…

This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content* ...

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Tactile Internet (TI) security analytics must balance reliable thresholded decisions with constrained computational and measurement resources. We study this tension for finite-shot hybrid quantum anomaly inference and introduce the Adaptiv…

Broad Learning System (BLS) supports analytical training and incremental expansion, but its growth needs guidance on which inputs new blocks should learn from. Weight errors pose a further challenge by displacing learned outputs across cla…

Long-running agents repeatedly call an LLM while retaining most of their document window, evicting old documents, and appending new ones. These rolling updates break exact prefix caching and motivate non-prefix KV-cache reuse with selectiv…

Terminal agents are commonly trained by imitating long teacher trajectories, yet how much of each trajectory to supervise remains unexplored. We study the \emph{supervision horizon}, the number of trajectory tokens retained for training, a…

Did you know that an AI agent with live access to your Auth0 tenant can catch bugs that no static...

Agentic leaderboards increasingly evaluate systems on public benchmarks whose task statements and solution-bearing artifacts can remain accessible. We propose a measurement-first audit framework that distinguishes contamination claims acco…

However, many existing steering approaches rely on target-domain human data for fine-tuning or prompting that is costly to collect and raises privacy concerns. In this paper, we study demographic group-level survey simulation, where person…